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Cui H, Li X, Que J, Li S, Shi X, Yuan T. A water-soluble arabinoxylan from Chinese liquor distillers' grains: Structural characterization and anti-colitic properties. Int J Biol Macromol 2024; 266:131186. [PMID: 38554909 DOI: 10.1016/j.ijbiomac.2024.131186] [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: 12/15/2023] [Revised: 03/25/2024] [Accepted: 03/26/2024] [Indexed: 04/02/2024]
Abstract
Chinese liquor distillers' grain (CLDG) is a valuable and abundant by-product from traditional Chinese baijiu production, containing a diverse array of bioactive components that have attracted significant interest. Herein, a water-soluble polysaccharide, DGPS-2B, with a weight-average molecular weight of 37.3 kDa, was isolated from the alkali-extract fraction of CLDG. Methylation and NMR analysis identified that the primary constituents of DGPS-2B are arabinoxylans, with an arabinose-to-xylose ratio of 0.66. In an animal model of colitis, DGPS-2B treatment significantly altered the gut microbiota composition by increasing the SCFA-producing bacteria (e.g., Butyricicoccus) and reducing the mucin-degrading bacteria such as Muribaculaceae. This microbial shift resulted in elevated production of butyrate, acetate, and propionate, which subsequently suppressed NF-κB signaling, decreased the levels of IL-1β, IL-6, and TNFα, and potentially inactivated Notch signaling. These multifaceted effects stimulated mucin 2 production, reduced inflammation and apoptosis in the gut epithelium, and ultimately alleviated colitis symptoms. Collectively, this study not only elucidates the purification and characterization of DGPS-2B from CLDG but also illuminates its anti-colitic properties and the underlying molecular mechanisms. These findings underscore the potential of DGPS-2B as a therapeutic intervention for managing inflammatory bowel disease and emphasize CLDG as a promising source for developing value-added products.
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Affiliation(s)
- Hao Cui
- National Research Center for Carbohydrate Synthesis, College of Life Science, Jiangxi Normal University, Nanchang 330022, China
| | - Xia Li
- National Research Center for Carbohydrate Synthesis, College of Life Science, Jiangxi Normal University, Nanchang 330022, China
| | - Jiayi Que
- National Research Center for Carbohydrate Synthesis, College of Life Science, Jiangxi Normal University, Nanchang 330022, China
| | - Shuyue Li
- National Research Center for Carbohydrate Synthesis, College of Life Science, Jiangxi Normal University, Nanchang 330022, China
| | - Xiaodan Shi
- School of Health, Jiangxi Normal University, Nanchang 330022, China.
| | - Tao Yuan
- National Research Center for Carbohydrate Synthesis, College of Life Science, Jiangxi Normal University, Nanchang 330022, China; School of Health, Jiangxi Normal University, Nanchang 330022, China.
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Bossa M, Alaniz-Zanon MS, Monesterolo NE, Monge MDP, Coria YM, Chulze SN, Chiotta ML. Aflatoxin Decontamination in Maize Steep Liquor Obtained from Bioethanol Production Using Laccases from Species within the Basidiomycota Phylum. Toxins (Basel) 2024; 16:27. [PMID: 38251243 PMCID: PMC10819231 DOI: 10.3390/toxins16010027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 12/22/2023] [Accepted: 12/28/2023] [Indexed: 01/23/2024] Open
Abstract
Maize (Zea mays L.) is an important crop in Argentina. Aspergillus section Flavi can infect this crop at the pre-harvest stage, and the harvested grains can be contaminated with aflatoxins (AFs). During the production of bioethanol from maize, AF levels can increase up to three times in the final co-products, known as, dry and wet distiller's grain with solubles (DDGS and WDGS), intended for animal feed. Fungal enzymes like laccases can be a useful tool for reducing AF contamination in the co-products obtained from this process. The aim of the present study was to evaluate the ability of laccase enzymes included in enzymatic extracts (EE) produced by different species in the Basidiomycota phylum to reduce AF (AFB1 and AFB2) accumulation under the conditions of in vitro assays. Four laccase activities (5, 10, 15, and 20 U/mL) exerted by nine isolates were evaluated in the absence and presence of vanillic acid (VA), serving as a laccase redox mediator for the degradation of total AFs. The enzymatic stability in maize steep liquor (MSL) was confirmed after a 60 h incubation period. The most effective EE in terms of reducing AF content in the buffer was selected for an additional assay carried out under the same conditions using maize steep liquor obtained after the saccharification stage during the bioethanol production process. The highest degradation percentages were observed at 20 U/mL of laccase enzymatic activity and 1 mM of VA, corresponding to 26% for AFB1 and 26.6% for AFB2. The present study provides valuable data for the development of an efficient tool based on fungal laccases for preventing AF accumulation in the co-products of bioethanol produced from maize used for animal feed.
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Affiliation(s)
- Marianela Bossa
- Instituto de Investigación en Micología y Micotoxicología (IMICO), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)—Universidad Nacional de Río Cuarto (UNRC), Ruta Nacional 36 Km 601, Río Cuarto 5800, Córdoba, Argentina; (M.B.); (M.S.A.-Z.); (M.d.P.M.); (Y.M.C.); (S.N.C.)
| | - María Silvina Alaniz-Zanon
- Instituto de Investigación en Micología y Micotoxicología (IMICO), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)—Universidad Nacional de Río Cuarto (UNRC), Ruta Nacional 36 Km 601, Río Cuarto 5800, Córdoba, Argentina; (M.B.); (M.S.A.-Z.); (M.d.P.M.); (Y.M.C.); (S.N.C.)
| | - Noelia Edith Monesterolo
- Instituto de Biotecnología Ambiental y de la Salud (INBIAS), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)—Universidad Nacional de Río Cuarto (UNRC), Ruta Nacional 36 Km 601, Río Cuarto 5800, Córdoba, Argentina;
| | - María del Pilar Monge
- Instituto de Investigación en Micología y Micotoxicología (IMICO), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)—Universidad Nacional de Río Cuarto (UNRC), Ruta Nacional 36 Km 601, Río Cuarto 5800, Córdoba, Argentina; (M.B.); (M.S.A.-Z.); (M.d.P.M.); (Y.M.C.); (S.N.C.)
| | - Yamila Milagros Coria
- Instituto de Investigación en Micología y Micotoxicología (IMICO), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)—Universidad Nacional de Río Cuarto (UNRC), Ruta Nacional 36 Km 601, Río Cuarto 5800, Córdoba, Argentina; (M.B.); (M.S.A.-Z.); (M.d.P.M.); (Y.M.C.); (S.N.C.)
| | - Sofía Noemí Chulze
- Instituto de Investigación en Micología y Micotoxicología (IMICO), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)—Universidad Nacional de Río Cuarto (UNRC), Ruta Nacional 36 Km 601, Río Cuarto 5800, Córdoba, Argentina; (M.B.); (M.S.A.-Z.); (M.d.P.M.); (Y.M.C.); (S.N.C.)
| | - María Laura Chiotta
- Instituto de Investigación en Micología y Micotoxicología (IMICO), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)—Universidad Nacional de Río Cuarto (UNRC), Ruta Nacional 36 Km 601, Río Cuarto 5800, Córdoba, Argentina; (M.B.); (M.S.A.-Z.); (M.d.P.M.); (Y.M.C.); (S.N.C.)
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3
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Govoni C, D'Odorico P, Pinotti L, Rulli MC. Preserving global land and water resources through the replacement of livestock feed crops with agricultural by-products. NATURE FOOD 2023; 4:1047-1057. [PMID: 38053006 DOI: 10.1038/s43016-023-00884-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 11/02/2023] [Indexed: 12/07/2023]
Abstract
While animal-source foods contribute to 16% of the global food supply and are an important protein source in human diets, their production uses a disproportionately large fraction of agricultural land and water resources. Therefore, a global comprehensive understanding of the extent to which livestock production competes directly or indirectly with food crops is needed. Here we use an agro-hydrological model combined with crop-specific yield data to investigate to what extent the replacement of some substitutable feed crops with available agricultural by-products would spare agricultural land and water resources that could be reallocated to other uses, including food crop production. We show that replacing 11-16% of energy-rich feed crops (that is, cereals and cassava) with agricultural by-products would allow for the saving of approximately 15.4-27.8 Mha of land, and 3-19.6 km3 and 74.2-137.8 km3 of blue and green water, respectively, for the growth of other food crops, thus providing a suitable strategy to reduce unsustainable use of natural resources both locally or through virtual land and water trade.
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Affiliation(s)
- Camilla Govoni
- Department of Civil and Environmental Engineering, DICA, Politecnico di Milano, Milan, Italy.
| | - Paolo D'Odorico
- Department of Environmental Science, Policy and Management, University of California, Berkeley, CA, USA
| | - Luciano Pinotti
- Department of Veterinary Medicine and Animal Sciences, DIVAS, University of Milan, Lodi, Italy
| | - Maria Cristina Rulli
- Department of Civil and Environmental Engineering, DICA, Politecnico di Milano, Milan, Italy
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Low KE, Tingley JP, Klassen L, King ML, Xing X, Watt C, Hoover SER, Gorzelak M, Abbott DW. Carbohydrate flow through agricultural ecosystems: Implications for synthesis and microbial conversion of carbohydrates. Biotechnol Adv 2023; 69:108245. [PMID: 37652144 DOI: 10.1016/j.biotechadv.2023.108245] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 08/10/2023] [Accepted: 08/25/2023] [Indexed: 09/02/2023]
Abstract
Carbohydrates are chemically and structurally diverse biomolecules, serving numerous and varied roles in agricultural ecosystems. Crops and horticulture products are inherent sources of carbohydrates that are consumed by humans and non-human animals alike; however carbohydrates are also present in other agricultural materials, such as soil and compost, human and animal tissues, milk and dairy products, and honey. The biosynthesis, modification, and flow of carbohydrates within and between agricultural ecosystems is intimately related with microbial communities that colonize and thrive within these environments. Recent advances in -omics techniques have ushered in a new era for microbial ecology by illuminating the functional potential for carbohydrate metabolism encoded within microbial genomes, while agricultural glycomics is providing fresh perspective on carbohydrate-microbe interactions and how they influence the flow of functionalized carbon. Indeed, carbohydrates and carbohydrate-active enzymes are interventions with unrealized potential for improving carbon sequestration, soil fertility and stability, developing alternatives to antimicrobials, and circular production systems. In this manner, glycomics represents a new frontier for carbohydrate-based biotechnological solutions for agricultural systems facing escalating challenges, such as the changing climate.
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Affiliation(s)
- Kristin E Low
- Lethbridge Research and Development Centre, Agriculture and Agri-Food Canada, Lethbridge, AB, Canada
| | - Jeffrey P Tingley
- Lethbridge Research and Development Centre, Agriculture and Agri-Food Canada, Lethbridge, AB, Canada
| | - Leeann Klassen
- Lethbridge Research and Development Centre, Agriculture and Agri-Food Canada, Lethbridge, AB, Canada
| | - Marissa L King
- Lethbridge Research and Development Centre, Agriculture and Agri-Food Canada, Lethbridge, AB, Canada
| | - Xiaohui Xing
- Lethbridge Research and Development Centre, Agriculture and Agri-Food Canada, Lethbridge, AB, Canada
| | - Caitlin Watt
- Lethbridge Research and Development Centre, Agriculture and Agri-Food Canada, Lethbridge, AB, Canada
| | - Shelley E R Hoover
- Department of Biological Sciences, University of Lethbridge, Lethbridge, AB, Canada
| | - Monika Gorzelak
- Lethbridge Research and Development Centre, Agriculture and Agri-Food Canada, Lethbridge, AB, Canada
| | - D Wade Abbott
- Lethbridge Research and Development Centre, Agriculture and Agri-Food Canada, Lethbridge, AB, Canada.
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5
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He G, Chen C, Mei S, Chen Z, Zhang R, Zhang T, Xu D, Zhu M, Luo X, Zeng C, Zhou B, Wang K, Zhu E, Cheng Z. Partially Alternative Feeding with Fermented Distillers' Grains Modulates Gastrointestinal Flora and Metabolic Profile in Guanling Cattle. Animals (Basel) 2023; 13:3437. [PMID: 38003055 PMCID: PMC10668747 DOI: 10.3390/ani13223437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 10/30/2023] [Accepted: 11/03/2023] [Indexed: 11/26/2023] Open
Abstract
Fermented distillers' grains (FDG) are commonly used to enhance the health and metabolic processes of livestock and poultry by regulating the composition and activity of the intestinal microbiota. Nevertheless, there is a scarcity of research on the effects of the FDG diet on the gastrointestinal microbiota and its metabolites in cattle. This study examines the impact of FDG dietary supplements on the gastrointestinal flora and metabolic profile of Guanling cattle. Eighteen cattle were randomly assigned to three treatment groups with six replicates per group. The treatments included a basal diet (BD), a 15% concentrate replaced by FDG (15% FDG) in the basal diet, and a 30% concentrate replaced by FDG (30% FDG) in the basal diet. Each group was fed for a duration of 60 days. At the conclusion of the experimental period, three cattle were randomly chosen from each group for slaughter and the microbial community structure and metabolic mapping of their abomasal and cecal contents were analyzed, utilizing 16S rDNA sequencing and LC-MS technology, respectively. At the phylum level, there was a significant increase in Bacteroidetes in both the abomasum and cecum for the 30%FDG group (p < 0.05). Additionally, there was a significant reduction in potential pathogenic bacteria such as Spirochetes and Proteobacteria for both the 15%FDG and 30%FDG groups (p < 0.05). At the genus level, there was a significant increase (p < 0.05) in Ruminococcaceae_UCG-010, Prevotellaceae_UCG-001, and Ruminococcaceae_UCG-005 fiber degradation bacteria. Non-target metabolomics analysis indicated that the FDG diet significantly impacted primary bile acid biosynthesis, bile secretion, choline metabolism in cancer, and other metabolic pathways (p < 0.05). There is a noteworthy correlation between the diverse bacterial genera and metabolites found in the abomasal and cecal contents of Guanling cattle, as demonstrated by correlation analysis. In conclusion, our findings suggest that partially substituting FDG for conventional feed leads to beneficial effects on both the structure of the gastrointestinal microbial community and the metabolism of its contents in Guanling cattle. These findings offer a scientific point of reference for the further use of FDG as a cattle feed resource.
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Affiliation(s)
- Guangxia He
- College of Animal Science, Guizhou University, Guiyang 550025, China; (G.H.); (C.C.); (S.M.); (Z.C.); (R.Z.); (T.Z.); (D.X.); (M.Z.); (X.L.); (C.Z.); (B.Z.); (K.W.)
- Guizhou Provincial Animal Disease Research Laboratory, Guiyang 550025, China
| | - Chao Chen
- College of Animal Science, Guizhou University, Guiyang 550025, China; (G.H.); (C.C.); (S.M.); (Z.C.); (R.Z.); (T.Z.); (D.X.); (M.Z.); (X.L.); (C.Z.); (B.Z.); (K.W.)
| | - Shihui Mei
- College of Animal Science, Guizhou University, Guiyang 550025, China; (G.H.); (C.C.); (S.M.); (Z.C.); (R.Z.); (T.Z.); (D.X.); (M.Z.); (X.L.); (C.Z.); (B.Z.); (K.W.)
- Guizhou Provincial Animal Disease Research Laboratory, Guiyang 550025, China
| | - Ze Chen
- College of Animal Science, Guizhou University, Guiyang 550025, China; (G.H.); (C.C.); (S.M.); (Z.C.); (R.Z.); (T.Z.); (D.X.); (M.Z.); (X.L.); (C.Z.); (B.Z.); (K.W.)
- Guizhou Provincial Animal Disease Research Laboratory, Guiyang 550025, China
| | - Rong Zhang
- College of Animal Science, Guizhou University, Guiyang 550025, China; (G.H.); (C.C.); (S.M.); (Z.C.); (R.Z.); (T.Z.); (D.X.); (M.Z.); (X.L.); (C.Z.); (B.Z.); (K.W.)
- Guizhou Provincial Animal Disease Research Laboratory, Guiyang 550025, China
| | - Tiantian Zhang
- College of Animal Science, Guizhou University, Guiyang 550025, China; (G.H.); (C.C.); (S.M.); (Z.C.); (R.Z.); (T.Z.); (D.X.); (M.Z.); (X.L.); (C.Z.); (B.Z.); (K.W.)
- Guizhou Provincial Animal Disease Research Laboratory, Guiyang 550025, China
| | - Duhan Xu
- College of Animal Science, Guizhou University, Guiyang 550025, China; (G.H.); (C.C.); (S.M.); (Z.C.); (R.Z.); (T.Z.); (D.X.); (M.Z.); (X.L.); (C.Z.); (B.Z.); (K.W.)
| | - Mingming Zhu
- College of Animal Science, Guizhou University, Guiyang 550025, China; (G.H.); (C.C.); (S.M.); (Z.C.); (R.Z.); (T.Z.); (D.X.); (M.Z.); (X.L.); (C.Z.); (B.Z.); (K.W.)
| | - Xiaofen Luo
- College of Animal Science, Guizhou University, Guiyang 550025, China; (G.H.); (C.C.); (S.M.); (Z.C.); (R.Z.); (T.Z.); (D.X.); (M.Z.); (X.L.); (C.Z.); (B.Z.); (K.W.)
- Guizhou Provincial Animal Disease Research Laboratory, Guiyang 550025, China
| | - Chengrong Zeng
- College of Animal Science, Guizhou University, Guiyang 550025, China; (G.H.); (C.C.); (S.M.); (Z.C.); (R.Z.); (T.Z.); (D.X.); (M.Z.); (X.L.); (C.Z.); (B.Z.); (K.W.)
- Guizhou Provincial Animal Disease Research Laboratory, Guiyang 550025, China
| | - Bijun Zhou
- College of Animal Science, Guizhou University, Guiyang 550025, China; (G.H.); (C.C.); (S.M.); (Z.C.); (R.Z.); (T.Z.); (D.X.); (M.Z.); (X.L.); (C.Z.); (B.Z.); (K.W.)
- Guizhou Provincial Animal Disease Research Laboratory, Guiyang 550025, China
| | - Kaigong Wang
- College of Animal Science, Guizhou University, Guiyang 550025, China; (G.H.); (C.C.); (S.M.); (Z.C.); (R.Z.); (T.Z.); (D.X.); (M.Z.); (X.L.); (C.Z.); (B.Z.); (K.W.)
- Guizhou Provincial Animal Disease Research Laboratory, Guiyang 550025, China
| | - Erpeng Zhu
- College of Animal Science, Guizhou University, Guiyang 550025, China; (G.H.); (C.C.); (S.M.); (Z.C.); (R.Z.); (T.Z.); (D.X.); (M.Z.); (X.L.); (C.Z.); (B.Z.); (K.W.)
- Guizhou Provincial Animal Disease Research Laboratory, Guiyang 550025, China
| | - Zhentao Cheng
- College of Animal Science, Guizhou University, Guiyang 550025, China; (G.H.); (C.C.); (S.M.); (Z.C.); (R.Z.); (T.Z.); (D.X.); (M.Z.); (X.L.); (C.Z.); (B.Z.); (K.W.)
- Guizhou Provincial Animal Disease Research Laboratory, Guiyang 550025, China
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Escobar C, Munoz LR, Bailey MA, Krehling JT, Pacheco WJ, Hauck R, Buhr RJ, Macklin KS. Buffering Capacity Comparison of Tris Phosphate Carbonate and Buffered Peptone Water Salmonella Pre-Enrichments for Manufactured Feed and Feed Ingredients. Animals (Basel) 2023; 13:3119. [PMID: 37835725 PMCID: PMC10571946 DOI: 10.3390/ani13193119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 10/02/2023] [Accepted: 10/04/2023] [Indexed: 10/15/2023] Open
Abstract
Various culture-based methods to detect Salmonella in animal feed have been developed due to the impact of this bacterium on public and animal health. For this project, tris phosphate carbonate (TPC) and buffered peptone water (BPW) buffering capacities were compared as pre-enrichment mediums for the detection of Salmonella in feed ingredients. A total of 269 samples were collected from 6 feed mills and mixed with the pre-enrichments; pH was measured before and after a 24 h incubation. Differences were observed when comparing pH values by sample type; DDGS and poultry by-product meal presented lower initial pH values for TPC and BPW compared to the other samples. For both TPC and BPW, meat and bone meal presented higher final pH values, while soybean meal and peanut meal had lower final pH values. Furthermore, for BPW, post cooling, pellet loadout, and wheat middlings reported lower final pH values. Additionally, most feed ingredients presented significant differences in pH change after 24 h of incubation, except DDGS. From meat and bone meal samples, four Salmonella isolates were recovered and identified: three using BPW and one using TPC. TPC provided greater buffer capacity towards neutral pH compared to BPW, but BPW was more effective at recovering Salmonella.
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Affiliation(s)
- Cesar Escobar
- Department of Poultry Science, College of Agriculture Auburn University, Auburn, AL 36849, USA; (C.E.); (L.R.M.); (M.A.B.); (J.T.K.); (W.J.P.); (R.H.)
| | - Luis R. Munoz
- Department of Poultry Science, College of Agriculture Auburn University, Auburn, AL 36849, USA; (C.E.); (L.R.M.); (M.A.B.); (J.T.K.); (W.J.P.); (R.H.)
| | - Matthew A. Bailey
- Department of Poultry Science, College of Agriculture Auburn University, Auburn, AL 36849, USA; (C.E.); (L.R.M.); (M.A.B.); (J.T.K.); (W.J.P.); (R.H.)
| | - James T. Krehling
- Department of Poultry Science, College of Agriculture Auburn University, Auburn, AL 36849, USA; (C.E.); (L.R.M.); (M.A.B.); (J.T.K.); (W.J.P.); (R.H.)
| | - Wilmer J. Pacheco
- Department of Poultry Science, College of Agriculture Auburn University, Auburn, AL 36849, USA; (C.E.); (L.R.M.); (M.A.B.); (J.T.K.); (W.J.P.); (R.H.)
| | - Rüdiger Hauck
- Department of Poultry Science, College of Agriculture Auburn University, Auburn, AL 36849, USA; (C.E.); (L.R.M.); (M.A.B.); (J.T.K.); (W.J.P.); (R.H.)
- Department of Pathobiology, College of Veterinary Medicine, Auburn University, Auburn, AL 36849, USA
| | - Richard J. Buhr
- USDA-ARS, US National Poultry Research Center, Athens, GA 30605, USA;
| | - Kenneth S. Macklin
- Department of Poultry Science, College of Agriculture Mississippi State University, Starkville, MS 39762, USA
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Feng L, Chen S, Chu H, Zhang C, Hong Z, He Y, Wang M, Liu Y. Machine-learning-facilitated prediction of heavy metal contamination in distiller's dried grains with solubles. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 333:122043. [PMID: 37328124 DOI: 10.1016/j.envpol.2023.122043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 05/16/2023] [Accepted: 06/13/2023] [Indexed: 06/18/2023]
Abstract
Excessive heavy metal contamination often occurs in feed due to natural or anthropogenic activity, leading to poisoning and other health problems in animals. In this study, a visible/near-infrared hyperspectral imaging system (Vis/NIR HIS) was used to reveal the different characteristics of spectral reflectance of Distillers Dried Grains with Solubles (DDGS) doped with various heavy metals and to effectively predict metal concentrations. Two types of sample treatment were used, namely tablet and bulk. Three quantitative analysis models were constructed based on the full wavelength, and through comparison the support vector regression (SVR) model was found to show the best performance. As typical heavy metal contaminants, copper (Cu) and zinc (Zn) were used for modeling and prediction. The prediction set accuracy of the tablet samples doped with Cu and Zn was 94.9% and 86.2%, respectively. In addition, a novel characteristic wavelength selection model based on SVR (SVR-CWS) was proposed to filter characteristic wavelengths, which improved the detection performance. The regression accuracy of the SVR model on the prediction set of tableted samples with different Cu and Zn concentrations was 94.7% and 85.9%, respectively. The accuracy of bulk samples with different Cu and Zn concentrations was 81.3% and 80.3%, respectively, which indicated that the detection method can reduce the pretreatment steps and verify its practicability. The overall results suggested the potential of Vis/NIR-HIS in the detection of feed safety and quality.
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Affiliation(s)
- Lei Feng
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, 310058, China
| | - Sishi Chen
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, 310058, China
| | - Hangjian Chu
- Zhejiang Academy of Agricultural Sciences, Hangzhou, 310058, China
| | - Chu Zhang
- School of Information Engineering, Huzhou University, Huzhou, 313000, China
| | - Zhiqi Hong
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, 310058, China
| | - Yong He
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, 310058, China
| | - Mengcen Wang
- Key Laboratory of Molecular Biology of Crop Pathogens and Insects, Ministry of Agriculture, Institute of Pesticide and Environmental Toxicology, Zhejiang University, Hangzhou, 310058, China
| | - Yufei Liu
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, 310058, China.
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Kilburn-Kappeler LR, Doerksen T, Lu A, Palinski RM, Lu N, Aldrich CG. Comparison of the Effect of Corn-fermented Protein and Traditional Ingredients on the Fecal Microbiota of Dogs. Vet Sci 2023; 10:553. [PMID: 37756074 PMCID: PMC10536651 DOI: 10.3390/vetsci10090553] [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: 06/30/2023] [Revised: 08/28/2023] [Accepted: 08/30/2023] [Indexed: 09/28/2023] Open
Abstract
Corn-fermented protein (CFP), a co-product from the ethanol industry, is produced using post-fermentation technology to split the protein and yeast from fiber prior to drying. The objective of this study was to determine the effect of CFP compared to traditional ingredients on the fecal microbiota of dogs. The four experimental diets included a control with no yeast and diets containing either 3.5% brewer's dried yeast, 2.5% brewer's dried yeast plus 17.5% distiller's dried grains with solubles, or 17.5% CFP. The experimental diets were fed to adult dogs (n = 12) in a 4 × 4 replicated Latin square design. Fresh fecal samples (n = 48) were analyzed by 16S metagenomic sequencing. Raw sequences were processed through mothur. Community diversity was evaluated in R. Relative abundance data were analyzed within the 50 most abundant operational taxonomic units using a mixed model of SAS. Alpha and beta diversity were similar for all treatments. Predominant phyla among all samples were Firmicutes (73%), Bacteroidetes (15%), Fusobacteria (8%), and Actinobacteria (4%). There were no quantifiable (p > 0.05) shifts in the predominant phyla among the treatments. However, nine genera resulted in differences in relative abundance among the treatments. These data indicate that compared to traditional ingredients, CFP did not alter the overall diversity of the fecal microbiota of healthy adult dogs over 14 days.
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Affiliation(s)
| | - Tyler Doerksen
- Veterinary Diagnostic Laboratory, College of Veterinary Medicine, Kansas State University, Manhattan, KS 66506, USA; (T.D.); (A.L.); (R.M.P.)
| | - Andrea Lu
- Veterinary Diagnostic Laboratory, College of Veterinary Medicine, Kansas State University, Manhattan, KS 66506, USA; (T.D.); (A.L.); (R.M.P.)
| | - Rachel M. Palinski
- Veterinary Diagnostic Laboratory, College of Veterinary Medicine, Kansas State University, Manhattan, KS 66506, USA; (T.D.); (A.L.); (R.M.P.)
- Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, KS 66506, USA
| | - Nanyan Lu
- Bioinformatics Center, Kansas State University, Manhattan, KS 66506, USA;
| | - Charles G. Aldrich
- Department of Grain Science and Industry, Kansas State University, Manhattan, KS 66506, USA;
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9
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Driessen JL, Johnsen J, Pogrebnyakov I, Mohamed ET, Mussatto SI, Feist AM, Jensen SI, Nielsen AT. Adaptive laboratory evolution of Bacillus subtilis to overcome toxicity of lignocellulosic hydrolysate derived from Distiller's dried grains with solubles (DDGS). Metab Eng Commun 2023; 16:e00223. [PMID: 37234932 PMCID: PMC10206485 DOI: 10.1016/j.mec.2023.e00223] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 04/03/2023] [Accepted: 04/26/2023] [Indexed: 05/28/2023] Open
Abstract
Microbial tolerance to toxic compounds formed during biomass pretreatment is a significant challenge to produce bio-based products from lignocellulose cost effectively. Rational engineering can be problematic due to insufficient prerequisite knowledge of tolerance mechanisms. Therefore, adaptive laboratory evolution was applied to obtain 20 tolerant lineages of Bacillus subtilis strains able to utilize Distiller's Dried Grains with Solubles-derived (DDGS) hydrolysate. Evolved strains showed both improved growth performance and retained heterologous enzyme production using 100% hydrolysate-based medium, whereas growth of the starting strains was essentially absent. Whole-genome resequencing revealed that evolved isolates acquired mutations in the global regulator codY in 15 of the 19 sequenced isolates. Furthermore, mutations in genes related to oxidative stress (katA, perR) and flagella function appeared in both tolerance and control evolution experiments without toxic compounds. Overall, tolerance adaptive laboratory evolution yielded strains able to utilize DDGS-hydrolysate to produce enzymes and hence proved to be a valuable tool for the valorization of lignocellulose.
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Affiliation(s)
- Jasper L.S.P. Driessen
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet, 220, 2800, Kongens Lyngby, Denmark
| | - Josefin Johnsen
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet, 220, 2800, Kongens Lyngby, Denmark
| | - Ivan Pogrebnyakov
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet, 220, 2800, Kongens Lyngby, Denmark
| | - Elsayed T.T. Mohamed
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet, 220, 2800, Kongens Lyngby, Denmark
| | - Solange I. Mussatto
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Søltofts Plads 223, 2800, Kongens Lyngby, Denmark
| | - Adam M. Feist
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet, 220, 2800, Kongens Lyngby, Denmark
- Department of Bioengineering, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA, 92093-0412, USA
| | - Sheila I. Jensen
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet, 220, 2800, Kongens Lyngby, Denmark
| | - Alex T. Nielsen
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet, 220, 2800, Kongens Lyngby, Denmark
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10
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Kaelle GCB, Bastos TS, Fernandes EL, de Souza RBMDS, de Oliveira SG, Félix AP. High-protein dried distillers grains in dog diets: diet digestibility and palatability, intestinal fermentation products, and fecal microbiota. J Anim Sci 2023; 101:skad128. [PMID: 37101324 PMCID: PMC10195199 DOI: 10.1093/jas/skad128] [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: 02/08/2023] [Accepted: 04/25/2023] [Indexed: 04/28/2023] Open
Abstract
This study aimed to evaluate the effects of high-protein dried distillers grains (HPDDG) on palatability and metabolizable energy (ME) of the diet, apparent total tract digestibility (ATTD) of nutrients and energy, intestinal fermentation products, and fecal microbiota in dogs. Four diets containing 0, 70, 140, and 210 g/kg of HPDDG were manufactured. To evaluate the ME and the ATTD of macronutrients of HPDDG itself, an additional test diet was manufactured containing 70% of the control diet formula (0 g/kg) and 300 g/kg of HPDDG. Fifteen adult Beagle dogs were distributed in a randomized block design, with two periods of 15 d each (n = 6). The HPDDG digestibility was obtained using the Matterson substitution method. For the palatability test, 16 adult dogs were used, comparing the diets: 0 vs. 70 g/kg of HPDDG and 0 vs. 210 g/kg of HPDDG. The ATTD of HPDDG were: dry matter = 85.5%, crude protein = 91.2%, and acid-hydrolyzed ether extract = 84.6% and the ME content was 5,041.8 kcal/kg. The ATTD of macronutrients and ME of the diets and the fecal dry matter, score, pH, and ammonia of the dogs did not differ among treatments (P > 0.05). There was a linear increase in the fecal concentrations of valeric acid with the inclusion of HPDDG in the diet (P < 0.05). Streptococcus and Megamonas genera reduced linearly (P < 0.05), and Blautia, Lachnospira, Clostridiales, and Prevotella genera showed a quadratic response to the inclusion of HPDDG in the diet (P < 0.05). Alpha-diversity results showed an increase (P < 0.05) in the number of operational taxonomic units and Shannon index and a trend (P = 0.065) for a linear increase in the Chao-1 index with the dietary inclusion of HPDDG. Dogs preferred the 210 g/kg diet over the 0 g/kg HPDDG diet (P < 0.05). These results demonstrate that the HPDDG evaluated does not affect the utilization of nutrients in the diet, but it may modulate the fecal microbiome of dogs. In addition, HPDDG may contribute to diet palatability for dogs.
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Affiliation(s)
- Gislaine Cristina Bill Kaelle
- Department of Animal Sciences, Sector of Agrarian Sciences, Federal University of Paraná, 1540 Funcionários Street, Curitiba, PR 80035-050, Brazil
| | - Taís Silvino Bastos
- Department of Animal Sciences, Sector of Agrarian Sciences, Federal University of Paraná, 1540 Funcionários Street, Curitiba, PR 80035-050, Brazil
| | - Eduarda Lorena Fernandes
- Department of Animal Sciences, Sector of Agrarian Sciences, Federal University of Paraná, 1540 Funcionários Street, Curitiba, PR 80035-050, Brazil
| | | | - Simone Gisele de Oliveira
- Department of Animal Sciences, Sector of Agrarian Sciences, Federal University of Paraná, 1540 Funcionários Street, Curitiba, PR 80035-050, Brazil
| | - Ananda Portella Félix
- Department of Animal Sciences, Sector of Agrarian Sciences, Federal University of Paraná, 1540 Funcionários Street, Curitiba, PR 80035-050, Brazil
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11
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Integrating 1G with 2G Bioethanol Production by Using Distillers’ Dried Grains with Solubles (DDGS) as the Feedstock for Lignocellulolytic Enzyme Production. FERMENTATION-BASEL 2022. [DOI: 10.3390/fermentation8120705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
First-generation (1G) bioethanol is one of the most used liquid biofuels in the transport industry. It is generated by using sugar- or starch-based feedstocks, while second-generation (2G) bioethanol is generated by using lignocellulosic feedstocks. Distillers’ dried grains with solubles (DDGS) is a byproduct of first-generation bioethanol production with a current annual production of 22.6 million tons in the USA. DDGS is rich in fiber and valuable nutrients contents, which can be used to produce lignocellulolytic enzymes such as cellulases and hemicellulases for 2G bioethanol production. However, DDGS needs a pretreatment method such as dilute acid, ammonia soaking, or steam hydrolysis to release monosaccharides and short-length oligosaccharides as fermentable sugars for use in microbial media. These fermentable sugars can then induce microbial growth and enzyme production compared to only glucose or xylose in the media. In addition, selection of one or more suitable microbial strains, which work best with the DDGS for enzyme production, is also needed. Media optimization and fermentation process optimization strategies can then be applied to find the optimum conditions for the production of cellulases and hemicellulases needed for 2G bioethanol production. Therefore, in this review, a summary of all such techniques is compiled with a special focus on recent findings obtained in previous pieces of research conducted by the authors and by others in the literature. Furthermore, a comparison of such techniques applied to other feedstocks and process improvement strategies is also provided. Overall, dilute acid pretreatment is proven to be better than other pretreatment methods, and fermentation optimization strategies can enhance enzyme production by considerable folds with a suitable feedstock such as DDGS. Future studies can be further enhanced by the technoeconomic viability of DDGS as the on-site enzyme feedstock for the manufacture of second-generation bioethanol (2G) in first-generation (1G) ethanol plants, thus bridging the two processes for the efficient production of bioethanol using corn or other starch-based lignocellulosic plants.
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12
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Luo L, Yang C, Yang X, Liu F, Wang X, Chen P, Zhao T. Construction of ultra-microporous activated carbons derived from waste distiller's grains for efficient CO2 adsorption. Sep Purif Technol 2022. [DOI: 10.1016/j.seppur.2022.122134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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13
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Feeding behaviour and activity of beef calves during the first week at the feedlot: impact of calf source and commingling ratios. Appl Anim Behav Sci 2022. [DOI: 10.1016/j.applanim.2022.105810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
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14
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Optimization of the fermentation parameters to maximize the production of cellulases and xylanases using DDGS as the main feedstock in stirred tank bioreactors. BIOCATALYSIS AND AGRICULTURAL BIOTECHNOLOGY 2022. [DOI: 10.1016/j.bcab.2022.102514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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15
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Lu Q, Luo Q, Li J, Wang X, Ban C, Qin J, Tian Y, Tian X, Chen X. Evaluation of the Chemical Composition, Bioactive Substance, Gas Production, and Rumen Fermentation Parameters of Four Types of Distiller's Grains. Molecules 2022; 27:molecules27186134. [PMID: 36144867 PMCID: PMC9504821 DOI: 10.3390/molecules27186134] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Revised: 09/12/2022] [Accepted: 09/15/2022] [Indexed: 11/16/2022] Open
Abstract
Distiller’s grain is rich in natural active ingredients and can be used as an excellent antioxidant feed for goats. The current study aimed to assess the feeding value of four different types of distiller’s grains with an in vitro gas production trial. The chemical composition, total phenols, total anthocyanins, dry matter degradability, methane, hydrogen, and rumen fermentation parameters were evaluated. The results indicated that red distiller’s grain and glutinous rice distiller’s grain had higher (p < 0.05) levels of crude protein than the other two types. There were significantly (p < 0.05) higher concentrations of dry matter, ether extract, hemicellulose, and total carbohydrate in corn distiller’s grain than in the other three types of distiller’s grain. In addition, red distiller’s grain showed a higher (p < 0.05) gas production rate constant (c) and ruminal outflow rate, as well as higher (p < 0.05) concentrations of total phenol, total anthocyanins and 2,2-diphenyl-1-picrylhydrazyl (DPPH) scavenging activity, than the other three types of distiller’s grains. In contrast, red distiller’s grain displayed the lowest (p < 0.05) immediately soluble fraction (a) and half the time of maximum gas production relative to the other samples. In particular, the levels of methane (%) in white distiller’s grain and glutinous rice distiller’s grain were greater (p < 0.05) than that in red distiller’s grain. Moreover, the ammonia nitrogen content in red distiller’s grain was greater (p < 0.05) than that in white distiller’s grain and corn distiller’s grain. In contrast, red distiller’s grain exhibited a lower (p < 0.05) level of ruminal fluid acetic acid relative to that found in white distiller’s grain and corn distiller’s grain. Taken together, the results showed that red distiller’s grain and glutinous rice distiller’s grain could be used as protein feed, red distiller’s grain had higher levels of total phenols and total anthocyanins and a high DPPH scavenging activity; corn distiller’s grain might be considered as an alternative energy source feed, and white distiller’s grain exhibited higher total gas production.
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Affiliation(s)
- Qi Lu
- Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region, Ministry of Education, College of Animal Science, Guizhou University, Guiyang 550025, China
- Institute of Animal Nutrition and Feed Science, Guizhou University, Guiyang 550025, China
| | - Qingyuan Luo
- Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region, Ministry of Education, College of Animal Science, Guizhou University, Guiyang 550025, China
| | - Jiaxuan Li
- Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region, Ministry of Education, College of Animal Science, Guizhou University, Guiyang 550025, China
| | - Xu Wang
- Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region, Ministry of Education, College of Animal Science, Guizhou University, Guiyang 550025, China
| | - Chao Ban
- Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region, Ministry of Education, College of Animal Science, Guizhou University, Guiyang 550025, China
| | - Jixiao Qin
- Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region, Ministry of Education, College of Animal Science, Guizhou University, Guiyang 550025, China
| | - Yayuan Tian
- Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region, Ministry of Education, College of Animal Science, Guizhou University, Guiyang 550025, China
| | - Xingzhou Tian
- Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region, Ministry of Education, College of Animal Science, Guizhou University, Guiyang 550025, China
- Institute of Animal Nutrition and Feed Science, Guizhou University, Guiyang 550025, China
- Correspondence: or (X.T.); (X.C.)
| | - Xiang Chen
- Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region, Ministry of Education, College of Animal Science, Guizhou University, Guiyang 550025, China
- Correspondence: or (X.T.); (X.C.)
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16
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Sandström V, Chrysafi A, Lamminen M, Troell M, Jalava M, Piipponen J, Siebert S, van Hal O, Virkki V, Kummu M. Food system by-products upcycled in livestock and aquaculture feeds can increase global food supply. NATURE FOOD 2022; 3:729-740. [PMID: 37118146 DOI: 10.1038/s43016-022-00589-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 08/10/2022] [Indexed: 04/30/2023]
Abstract
Many livestock and aquaculture feeds compete for resources with food production. Increasing the use of food system by-products and residues as feed could reduce this competition. We gathered data on global food system material flows for crop, livestock and aquaculture production, focusing on feed use and the availability of by-products and residues. We then analysed the potential of replacing food-competing feedstuff-here cereals, whole fish, vegetable oils and pulses that account for 15% of total feed use-with food system by-products and residues. Considering the nutritional requirements of food-producing animals, including farmed aquatic species, this replacement could increase the current global food supply by up to 13% (10-16%) in terms of kcal and 15% (12-19%) in terms of protein content. Increasing the use of food system by-products as feed has considerable potential, particularly when combined with other measures, in the much-needed transition towards circular food systems.
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Affiliation(s)
- Vilma Sandström
- Water & Development Research Group, Aalto University, Espoo, Finland.
| | - Anna Chrysafi
- Water & Development Research Group, Aalto University, Espoo, Finland
| | - Marjukka Lamminen
- Department of Agricultural Sciences, University of Helsinki, Helsinki, Finland
| | - Max Troell
- Beijer Institute of Ecological Economics, Royal Swedish Academy of Sciences, Stockholm, Sweden
- Stockholm Resilience Centre, Stockholm University, Stockholm, Sweden
| | - Mika Jalava
- Water & Development Research Group, Aalto University, Espoo, Finland
| | | | - Stefan Siebert
- Department of Crop Sciences, University of Göttingen, Göttingen, Germany
| | - Ollie van Hal
- Louis Bolk Institute, Bunnik, the Netherlands
- Animal Production Systems group, Wageningen University, Wageningen, the Netherlands
| | - Vili Virkki
- Water & Development Research Group, Aalto University, Espoo, Finland
| | - Matti Kummu
- Water & Development Research Group, Aalto University, Espoo, Finland.
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17
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Chen L, Chen W, Zheng B, Yu W, Zheng L, Qu Z, Yan X, Wei B, Zhao Z. Fermentation of NaHCO 3-treated corn germ meal by Bacillus velezensis CL-4 promotes lignocellulose degradation and nutrient utilization. Appl Microbiol Biotechnol 2022; 106:6077-6094. [PMID: 35976426 DOI: 10.1007/s00253-022-12130-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 07/30/2022] [Accepted: 08/02/2022] [Indexed: 11/25/2022]
Abstract
Sodium bicarbonate pretreatment and solid-state fermentation (SSF) were used to maximize the nutritional value of corn germ meal (CGM) by inoculating it with Bacillus velezensis CL-4 (isolated from chicken cecal contents and capable of degrading lignocellulose). Based on genome sequencing, B. velezensis CL-4 has a 4,063,558 bp ring chromosome and 46.27% GC content. Furthermore, genes associated with degradation of lignocellulose degradation were detected. Pretreatment of CGM (PCGM) with sodium bicarbonate (optimized to 0.06 g/mL) neutralized low pH. Fermented and pretreated CGM (FPCGM) contained more crude protein (CP), soluble protein of trichloroacetic acid (TCA-SP), and total amino acids (aa) than CGM and PCGM. Degradation rates of cellulose and hemicellulose were reduced by 21.33 and 71.35%, respectively, after 48 h fermentation. Based on electron microscopy, FPCGM destroys the surface structure and adds small debris of the CGM substrate, due to lignocellulose breakdown. Furthermore, 2-oxoadipic acid and dimethyl sulfone were the most important metabolites during pretreatment. Concentrations of adenosine, cytidine, guanosine, S-methyl-5'-thioadenosine, and adenine decreased significantly after 48 h fermentation, whereas concentrations of probiotics, enzymes, and fatty acids (including palmitic, 16-hydroxypalmitic, and linoleic acids) were significantly improved after fermentation. In conclusion, the novel pretreatment of CGM provided a proof of concept for using B. velezensis CL-4 to degrade lignocellulose components, improve nutritional characteristics of CGM, and expand CGM lignocellulosic biological feed production. KEY POINTS: • Sodium bicarbonate (baking soda) can be used as an economical and green additive to pretreat corn germ meal; • Fermentation with B. velezensis degrades the cellulose and hemicellulose component of corn germ meal and improves its feed quality; • As a novel qualified presumption of safety (QPS) strain, B. velezensis should have broad potential applications in food and feed industries.
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Affiliation(s)
- Long Chen
- Institute of Animal Nutrition and Feed, Jilin Academy of Agricultural Sciences, No. 186 Dong Xinghua Street, Gongzhuling, Jilin Province, 136100, People's Republic of China
| | - Wanying Chen
- Institute of Animal Nutrition and Feed, Jilin Academy of Agricultural Sciences, No. 186 Dong Xinghua Street, Gongzhuling, Jilin Province, 136100, People's Republic of China
| | - Boyu Zheng
- Institute of Animal Nutrition and Feed, Jilin Academy of Agricultural Sciences, No. 186 Dong Xinghua Street, Gongzhuling, Jilin Province, 136100, People's Republic of China
| | - Wei Yu
- Institute of Animal Nutrition and Feed, Jilin Academy of Agricultural Sciences, No. 186 Dong Xinghua Street, Gongzhuling, Jilin Province, 136100, People's Republic of China
| | - Lin Zheng
- Institute of Animal Nutrition and Feed, Jilin Academy of Agricultural Sciences, No. 186 Dong Xinghua Street, Gongzhuling, Jilin Province, 136100, People's Republic of China
| | - Zihui Qu
- Institute of Animal Nutrition and Feed, Jilin Academy of Agricultural Sciences, No. 186 Dong Xinghua Street, Gongzhuling, Jilin Province, 136100, People's Republic of China
| | - Xiaogang Yan
- Institute of Animal Nutrition and Feed, Jilin Academy of Agricultural Sciences, No. 186 Dong Xinghua Street, Gongzhuling, Jilin Province, 136100, People's Republic of China
| | - Bingdong Wei
- Institute of Animal Nutrition and Feed, Jilin Academy of Agricultural Sciences, No. 186 Dong Xinghua Street, Gongzhuling, Jilin Province, 136100, People's Republic of China.
| | - Zijian Zhao
- Institute of Agro-Food Technology, Jilin Academy of Agricultural Sciences, No. 1366 Cai Yu Street, Changchun, Jilin Province, 130033, People's Republic of China.
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18
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Ding XM, Qi YY, Zhang KY, Tian G, Bai SP, Wang JP, Peng HW, Lv L, Xuan Y, Zeng QF. Corn distiller's dried grains with solubles as an alternative ingredient to corn and soybean meal in Pekin duck diets based on its predicted AME and the evaluated standardized ileal digestibility of amino acids. Poult Sci 2022; 101:101974. [PMID: 35760004 PMCID: PMC9241024 DOI: 10.1016/j.psj.2022.101974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 05/10/2022] [Accepted: 05/16/2022] [Indexed: 11/24/2022] Open
Abstract
The study aimed to investigate the effects of dietary distillers dried grains with solubles (DDGS) levels on growth performance, carcass characteristic, serum biochemical indexes, meat physical and chemical quality, nutrient utilization, and standardized ileal digestibility of amino acids (SIDAA) in Pekin ducks aged 11 to 42 d based on the evaluation of its SIDAA. A total of 560 eleven-day-old Cherry Valley ducks were randomly allotted to 5 treatments with 7 replicate pens per treatment and 16 ducks per pen based on the average body weight. Six isonitrogenous and isocaloric experimental diets were formulated on a digestible amino acid basis to produce diets containing 0, 5, 10, 15, and 20% DDGS, respectively. With increasing of dietary DDGS levels, a linear and quadratic reduction (P < 0.05) was observed in the body weight (BW) at d 42, average day gain (ADG) and average day feed intake (ADFI) from d 11 to 42, breast meat yield, the moisture and protein content in the breast meat, and dietary DM and EE utilization. Moreover, a linear and quadratic increase (P < 0.05) was observed in the b* value of the breast meat and serum total cholesterol and triglyceride concentrations. Compared with the control group, the group with 10% inclusion of DDGS exhibited no adverse effect on growth performance, carcass characteristics, serum biochemical indexes, meat physical and chemical quality, nutrient utilization, and the SIDAA of the diets (P > 0.05). These results suggested that 10% of corn DDGS can function as an alternative ingredient to corn and soybean meal, and the optimal levels of DDGS in the diets of ducks aged from 11 to 42 d depends more on its quality.
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Affiliation(s)
- X M Ding
- Institute of Animal Nutrition, Sichuan Agricultural University, Chengdu, Sichuan, China; Key Laboratory for Animal Disease-Resistance Nutrition of, Ministry of Education, Ministry of Agriculture and Rural Affaires, Sichuan Province 611130, China
| | - Y Y Qi
- Institute of Animal Nutrition, Sichuan Agricultural University, Chengdu, Sichuan, China; Key Laboratory for Animal Disease-Resistance Nutrition of, Ministry of Education, Ministry of Agriculture and Rural Affaires, Sichuan Province 611130, China
| | - K Y Zhang
- Institute of Animal Nutrition, Sichuan Agricultural University, Chengdu, Sichuan, China; Key Laboratory for Animal Disease-Resistance Nutrition of, Ministry of Education, Ministry of Agriculture and Rural Affaires, Sichuan Province 611130, China
| | - G Tian
- Institute of Animal Nutrition, Sichuan Agricultural University, Chengdu, Sichuan, China; Key Laboratory for Animal Disease-Resistance Nutrition of, Ministry of Education, Ministry of Agriculture and Rural Affaires, Sichuan Province 611130, China
| | - S P Bai
- Institute of Animal Nutrition, Sichuan Agricultural University, Chengdu, Sichuan, China; Key Laboratory for Animal Disease-Resistance Nutrition of, Ministry of Education, Ministry of Agriculture and Rural Affaires, Sichuan Province 611130, China
| | - J P Wang
- Institute of Animal Nutrition, Sichuan Agricultural University, Chengdu, Sichuan, China; Key Laboratory for Animal Disease-Resistance Nutrition of, Ministry of Education, Ministry of Agriculture and Rural Affaires, Sichuan Province 611130, China
| | - H W Peng
- Institute of Animal Nutrition, Sichuan Agricultural University, Chengdu, Sichuan, China; Key Laboratory for Animal Disease-Resistance Nutrition of, Ministry of Education, Ministry of Agriculture and Rural Affaires, Sichuan Province 611130, China
| | - L Lv
- Institute of Animal Nutrition, Sichuan Agricultural University, Chengdu, Sichuan, China; Key Laboratory for Animal Disease-Resistance Nutrition of, Ministry of Education, Ministry of Agriculture and Rural Affaires, Sichuan Province 611130, China
| | - Y Xuan
- Institute of Animal Nutrition, Sichuan Agricultural University, Chengdu, Sichuan, China; Key Laboratory for Animal Disease-Resistance Nutrition of, Ministry of Education, Ministry of Agriculture and Rural Affaires, Sichuan Province 611130, China
| | - Q F Zeng
- Institute of Animal Nutrition, Sichuan Agricultural University, Chengdu, Sichuan, China; Key Laboratory for Animal Disease-Resistance Nutrition of, Ministry of Education, Ministry of Agriculture and Rural Affaires, Sichuan Province 611130, China.
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19
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Wang Y, Li X, Li K, Huang Y, Yang H, Zhu P, Chi Z, Xu Y, Li Q. Signature of dissolved organic matter and microbial communities based on different oxygen levels response during distillers dried grains with solubles plus sugarcane pith co-fermentations. BIORESOURCE TECHNOLOGY 2022; 349:126868. [PMID: 35183724 DOI: 10.1016/j.biortech.2022.126868] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 02/14/2022] [Accepted: 02/15/2022] [Indexed: 06/14/2023]
Abstract
The objective of this study was to investigate the relationship between dissolved organic matter (DOM) and microbial communities during the co-fermentation of distillers dried grains with solubles (DDGS) and sugarcane pith at different oxygen levels. In aerobic fermentation (AF), the content of DOM decreased from 32.61 mg/g to 14.14 mg/g, and decreased from 32.61 mg/g to 30.83 mg/g in anaerobic fermentation (ANF). Phenols and alcohols were consumed first in AF, while lipids and proteins were consumed first in ANF. Degradation rates of cellulose, hemicellulose and lignin in AF (6.67%, 39.93%, 36.50%) were higher than those in ANF (0.69%, 18.36%, 9.12%). Firmicutes, Actinobacteriota and Ascomycota were the main phyla in community. Distance-based redundancy analysis showed that pH, organic matter (OM) and DOM were the main driving factors of microbial community succession.
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Affiliation(s)
- Yiwu Wang
- School of Chemistry and Chemical Engineering, Guangxi University, Nanning 530004, China
| | - Xiaolan Li
- School of Chemistry and Chemical Engineering, Guangxi University, Nanning 530004, China
| | - Kecheng Li
- School of Chemistry and Chemical Engineering, Guangxi University, Nanning 530004, China
| | - Yite Huang
- School of Chemistry and Chemical Engineering, Guangxi University, Nanning 530004, China
| | - Hongxiang Yang
- School of Chemistry and Chemical Engineering, Guangxi University, Nanning 530004, China
| | - Pengfei Zhu
- School of Chemistry and Chemical Engineering, Guangxi University, Nanning 530004, China
| | - Zhanyou Chi
- School of Bioengineering, Dalian University of Technology, Dalian 116024, China
| | - Yongping Xu
- School of Bioengineering, Dalian University of Technology, Dalian 116024, China
| | - Qunliang Li
- School of Chemistry and Chemical Engineering, Guangxi University, Nanning 530004, China.
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20
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Iram A, Cekmecelioglu D, Demirci A. Salt and nitrogen amendment and optimization for cellulase and xylanase production using dilute acid hydrolysate of distillers' dried grains with solubles (DDGS) as the feedstock. Bioprocess Biosyst Eng 2022; 45:527-540. [PMID: 35013794 DOI: 10.1007/s00449-021-02676-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 11/29/2021] [Indexed: 11/30/2022]
Abstract
Distillers' dried grains with solubles (DDGS) is a by-product of dry-mill corn ethanol production comprising a high nutritional value due to residual fiber, protein, and lipid contents. The fiber content of DDGS is high enough to be considered a valuable source for the production of hydrolytic enzymes, such as cellulase and xylanases, which can be used for hydrolysis of lignocellulosic feedstock during ethanol production. The DDGS-based medium prepared after acid hydrolysis provides adequate sugars for enzyme production, while additional macronutrients, such as salts and nitrogen sources, can enhance the enzyme production. Therefore, this study was undertaken to evaluate the effect of salts (KH2PO4, CaCl2·2H2O, MgSO4·7H2O, FeSO4·7H2O, CoCl2·6H2O, and MnSO4·H2O), peptone, and yeast extract on enzyme secretion by four different Aspergillus niger strains and to optimize the nitrogen source for maximum enzyme production. Yeast extract improved the cellulase production (0.38 IU/ml) for A. niger (NRRL 1956) as compared to peptone (0.29 IU/ml). However, maximum cellulase productions of 0.42 IU/ml and 0.45 IU/ml were obtained by A. niger (NRRL 330) and A. niger (NRRL 567), respectively, in presence of ammonium sulfate. The optimized nitrogen amounts resulted in a significant increase in the cellulase production from 0.174 to 0.63 IU/ml on day 9 of the fermentation with A. niger (NRRL 330). The composite model improved both cellulase and xylanase production. In conclusion, the optimization of all three nitrogen sources improved both cellulase and xylanase production in the DDGS-based media.
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Affiliation(s)
- Attia Iram
- Department of Agricultural and Biological Engineering, Pennsylvania State University, 221 Agricultural Engineering Building, University Park, PA, 16802, USA
| | - Deniz Cekmecelioglu
- Department of Food Engineering, Middle East Technical University, 06800, Ankara, Turkey
| | - Ali Demirci
- Department of Agricultural and Biological Engineering, Pennsylvania State University, 221 Agricultural Engineering Building, University Park, PA, 16802, USA.
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21
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Sun X, Chen Y, Luo L, Heidari F, Tiffany DG, Urriola PE, Shurson GG, Hu B. Feeding value improvement by co-fermentation of corn-ethanol co-product and agro-industrial residues with Rhizopus oryzae. Process Biochem 2021. [DOI: 10.1016/j.procbio.2021.10.029] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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22
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A review on the use of dried distiller’s grains with solubles (DDGS) in aquaculture feeds. ANNALS OF ANIMAL SCIENCE 2021. [DOI: 10.2478/aoas-2021-0041] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Abstract
Distiller’s dried grains with soluble (DDGS) to replace fishmeal (FM) or other plant protein sources and its effects on an aquatic animal’s growth performance and health system is rarely discussed. In recent times FM use in aquafeed has been a problem for the aquaculture industry because of the depletion of fish resources in the ocean and the high cost of FM. For that reason, researchers are focusing on reducing the cost of aquafeed production by lowering the inclusion of FM in aquafeed. One of the low-cost alternative protein sources to replace FM is DDGS. The present review discusses the compilation of available literature review and other works on the use of DDGS to replace FM in aquafeed and how it improves the growth performance, immune health system, and disease resistance in an aquatic animal. It focuses on the production of DDGS, the nutritional composition of DDGS, the chemical and physical characteristics of DDGS, and the effects of the DDGS inclusion in aquafeed on the aquatic animal. Apart from improving the growth performance of the aquatic animal when included in aquafeed, it also helps improve the immune health system of the animal. It also helps boost the immune system of the aquatic animal to fight diseases and increase disease resistance when included in aquafeed. Furthermore, DDGS also contains some constituents like carotenoids that help improve the meat quality of the animal when included in aquafeed. The current review also discusses the management and use of technology to improve the aquaculture industry, educate farmers on reducing diseases during the culturing periods, and increase productivity and profit in a friendly environment.
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23
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Reddy PPR, Chakrawarthi MK, Reddy DM, Venkateswarlu S, Reddy JB, Babu PR, Kumar DS, Reddy PRK. Effect of dried distillers' grain with solubles as a replacer of peanut cake for sheep fed on low quality forage. Trop Anim Health Prod 2021; 53:374. [PMID: 34181100 DOI: 10.1007/s11250-021-02821-0] [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: 12/29/2020] [Accepted: 06/18/2021] [Indexed: 11/29/2022]
Abstract
Several concerns exist on the performance and health attributes of sheep fed on complete replacements of the traditional feed ingredients with dried distillers' grain solubles (DDGS). The study intended to know the effect of DDGS on replacing the peanut cake (PNC) at 0%, 50%, 75%, and 100% in sheep fed Jowar stover-based diet. Replacing PNC with DDGS increased (P < 0.05) the final body weight and concentrate intake. The weight gain and average daily gain tended to increase (P = 0.086), whereas the feed conversion ratio tended to decrease (P = 0.092) with increased DDGS inclusion levels. The CP intake increased linearly (P < 0.01) with an increase in DDGS levels. However, the intakes of DM, OM, NDF, and ADF increased quadratically (P < 0.01) and showed a quadratic maximum at 75% replacements group. The in vitro dry matter digestibility and 24 h-gas (ml) production linearly increased (P < 0.05) with increased DDGS inclusion levels, while the CH4 (% total gas) and CH4 (ml) showed a quadratic increase (P < 0.05). The metabolisable energy, ammonia nitrogen, and volatile fatty acid concentrations were higher for DDGS diets. Further, the Gompertz curve fitting of the gas production data revealed higher asymptotic volume with lower constant of integration (b) and rate of production (k) of the DDGS incubations. No significant differences were observed for any of the carcass characteristics, except for leg weight, which showed a linear increase (P < 0.05). Increased tendency was observed for EBW, loin eye area at 12th rib, and edible portion of the sheep fed DDGS groups. Further, the visceral organs and carcass composition did not show any significant differences, except for kidney weight (linear, P < 0.05). The income over feed cost (IOFC) was higher for 100% DDGS group with lower feed cost and higher income per Kg mutton. Replacing the traditional peanut cake with DDGS in the crop residue-based diets of growing lambs contributes to higher yields for producers.
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Affiliation(s)
- P Pandu Ranga Reddy
- Department of Animal Genetics and Breeding, College of Veterinary Science, SVVU, Proddatur, India
| | - M Kalyana Chakrawarthi
- Livestock Farm Complex, NTR College of Veterinary Science, Sri Venkateswara Veterinary University, Gannavaram, Andhra Pradesh, India
| | - D Maheswara Reddy
- Department of Livestock Products Technology, College of Veterinary Science, SVVU, Proddatur, Andhra Pradesh, India
| | - S Venkateswarlu
- Department of Animal Nutrition, College of Veterinary Science, Sri Venkateswara Veterinary University, Tirupati, Andhra Pradesh, India
| | - J Balakesava Reddy
- Department of Animal Nutrition, College of Veterinary Science, Sri Venkateswara Veterinary University, Proddatur, Andhra Pradesh, India
| | - P Ramesh Babu
- Department of Animal Nutrition, College of Veterinary Science, Sri Venkateswara Veterinary University, Proddatur, Andhra Pradesh, India
| | - D Srinivasa Kumar
- Department of Animal Nutrition, NTR College of Veterinary Science, Sri Venkateswara Veterinary University, Gannavaram, Andhra Pradesh, India
| | - P Ravi Kanth Reddy
- Animal Husbandry Department, Veterinary Dispensary, Taticherla, Andhra Pradesh, India.
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24
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Mohammadi Shad Z, Venkitasamy C, Wen Z. Corn distillers dried grains with solubles: Production, properties, and potential uses. Cereal Chem 2021. [DOI: 10.1002/cche.10445] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
| | | | - Zhiyou Wen
- Food Science and Human Nutrition Department Iowa State University Ames IA USA
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25
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Møller MS, Svensson B. Enzymes in grain processing. Curr Opin Food Sci 2021. [DOI: 10.1016/j.cofs.2020.10.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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26
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Ideal Feedstock and Fermentation Process Improvements for the Production of Lignocellulolytic Enzymes. Processes (Basel) 2020. [DOI: 10.3390/pr9010038] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
The usage of lignocellulosic biomass in energy production for biofuels and other value-added products can extensively decrease the carbon footprint of current and future energy sectors. However, the infrastructure in the processing of lignocellulosic biomass is not well-established as compared to the fossil fuel industry. One of the bottlenecks is the production of the lignocellulolytic enzymes. These enzymes are produced by different fungal and bacterial species for degradation of the lignocellulosic biomass into its reactive fibers, which can then be converted to biofuel. The selection of an ideal feedstock for the lignocellulolytic enzyme production is one of the most studied aspects of lignocellulolytic enzyme production. Similarly, the fermentation enhancement strategies for different fermentation variables and modes are also the focuses of researchers. The implementation of fermentation enhancement strategies such as optimization of culture parameters (pH, temperature, agitation, incubation time, etc.) and the media nutrient amendment can increase the lignocellulolytic enzyme production significantly. Therefore, this review paper summarized these strategies and feedstock characteristics required for hydrolytic enzyme production with a special focus on the characteristics of an ideal feedstock to be utilized for the production of such enzymes on industrial scales.
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Abstract
Food Waste (FW) because of its composition is considered as an ideal feedstock for the production of biofuels and in particular bioethanol. The production of bioethanol from lignocellulosic materials has been studied over a long time. The process consists of the stages of pretreatment, enzymatic hydrolysis, fermentation and product recovery. However, the legal framework regarding biofuels has established specific environmental criteria for their production which are regularly updated. The most common tool for the assessment of the environmental performance of a process or product is the Life Cycle Analysis (LCA). In the present review, the results of LCA studies on the production of bioethanol from food waste are presented. Significant differences are observed among the studies in terms of the methodological choices made. Despite the high heterogeneity observed which does not allow a direct comparison among them, there is strong evidence that the production of bioethanol from food waste is an eco-friendly process which can substantially contribute to Green House Gas (GHG) emissions savings.
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