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Wang W, Yan Y, Li Y, Huang Y, Zhang Y, Yang L, Xu X, Wu F, Du B, Mao Z, Shan T. Nutritional Value, Volatile Components, Functional Metabolites, and Antibacterial and Cytotoxic Activities of Different Parts of Millettia speciosa Champ., a Medicinal and Edible Plant with Potential for Development. PLANTS (BASEL, SWITZERLAND) 2023; 12:3900. [PMID: 38005797 PMCID: PMC10674594 DOI: 10.3390/plants12223900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 11/12/2023] [Accepted: 11/17/2023] [Indexed: 11/26/2023]
Abstract
Highly nutritious traditional plants which are rich in bioactive substances are attracting increasing attention. In this study, the nutritional value, chemical composition, biological activities, and feed indices of different parts of Millettia speciosa were comprehensively evaluated. In terms of its nutritional value, this study demonstrated that the leaves, flowers and seeds of M. speciosa were rich in elements and amino acids; the biological values (BVs) of these ingredients ranged from 85% to 100%, showing the extremely high nutritional value of this plant. GC-MS analysis suggested that the main chemical components of the flower volatile oil were n-hexadecanoic acid (21.73%), tetracosane (19.96%), and pentacosane (5.86%). The antibacterial activities of the flower and seed extracts were significantly stronger than those of the leaves and branches. The leaf extract displayed the strongest antifungal activities (EC50 values: 18.28 ± 0.54 μg/mL for Pseudocryphonectria elaeocarpicola and 568.21 ± 33.60 μg/mL for Colletotrichum gloeosporioides) and were the least toxic to mouse fibroblasts (L929) (IC50 value: 0.71 ± 0.04 mg/mL), while flowers were the most toxic (IC50 value: 0.27 ± 0.03 mg/mL). In addition, the abundance of fiber, protein, mineral elements, and functional metabolite contents indicated the potential applicability of M. speciosa as an animal feed. In conclusion, as a traditional herbal plant used for medicinal and food purposes, M. speciosa shows potential for safe and multifunctional development.
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Affiliation(s)
- Wei Wang
- College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China; (W.W.); (Y.Y.); (Y.L.); (F.W.)
- College of Plant Protection, South China Agricultural University, Guangzhou 510642, China;
| | - Yigang Yan
- College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China; (W.W.); (Y.Y.); (Y.L.); (F.W.)
| | - Yitong Li
- College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China; (W.W.); (Y.Y.); (Y.L.); (F.W.)
| | - Yinyin Huang
- Affiliated Stomatology Hospital, Guangzhou Medical University, Guangzhou 510182, China; (Y.H.); (L.Y.)
| | - Yirong Zhang
- College of Plant Protection, South China Agricultural University, Guangzhou 510642, China;
| | - Lan Yang
- Affiliated Stomatology Hospital, Guangzhou Medical University, Guangzhou 510182, China; (Y.H.); (L.Y.)
| | - Xiaoli Xu
- Instrumental Analysis and Research Center of SCAU, South China Agricultural University, Guangzhou 510642, China;
| | - Fengqi Wu
- College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China; (W.W.); (Y.Y.); (Y.L.); (F.W.)
| | - Bing Du
- College of Food Science, South China Agricultural University, Guangzhou 510642, China;
| | - Ziling Mao
- College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China; (W.W.); (Y.Y.); (Y.L.); (F.W.)
| | - Tijiang Shan
- College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou 510642, China; (W.W.); (Y.Y.); (Y.L.); (F.W.)
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Kowalczyk P, Ligas B, Skrzypczak D, Mikula K, Izydorczyk G, Witek-Krowiak A, Moustakas K, Chojnacka K. Biosorption as a method of biowaste valorization to feed additives: RSM optimization. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2021; 268:115937. [PMID: 33158622 DOI: 10.1016/j.envpol.2020.115937] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 10/14/2020] [Accepted: 10/24/2020] [Indexed: 06/11/2023]
Abstract
The aim of this work was to prepare an innovative microelemental feed additive for laying hens, based on waste biomass from the agricultural sector (alfalfa and goldenrod after CO2 extraction in supercritical state). The process was optimized by Response Surface Methodology (RSM) and the most favourable enrichment conditions were selected for Cu(II), Mn(II) and Zn(II) ions: pH - 5, sorbate concentration of Cu(II), Mn(II), Zn(II) - 10.0 mg/L for alfalfa and 10.7 mg/L for goldenrod and biomass dose - 0.1 g/L. Physicochemical properties of biomass were studied and functional groups involved in the binding of Cu(II), Mn(II), Zn(II) ions were determined (mainly carboxylic and hydroxylic groups). An interesting and unique element of this work is the verification of the properties of prepared feed additives in conditions simulating the digestive tract of animals. The release of components in solutions simulating conditions in the intestine and stomach (pH 11 and pH 1) was tested (in vitro tests). The best desorption results were achieved at a strongly acidic pH which corresponds to the stomach environment: 9.80, 14.4% Cu(II), 69.0, 66.9% (Zn), 46.5, 31.9 Mn(II) for alfalfa and goldenrod, respectively. It was concluded that the biomass enriched with micronutrients in biosorption has the potential as a feed additive for sustainable agriculture.
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Affiliation(s)
- P Kowalczyk
- Department of Advanced Material Technologies, Faculty of Chemistry, Wrocław University of Science and Technology, Smoluchowskiego 25, 50-372, Wrocław, Poland
| | - B Ligas
- Department of Advanced Material Technologies, Faculty of Chemistry, Wrocław University of Science and Technology, Smoluchowskiego 25, 50-372, Wrocław, Poland
| | - D Skrzypczak
- Department of Advanced Material Technologies, Faculty of Chemistry, Wrocław University of Science and Technology, Smoluchowskiego 25, 50-372, Wrocław, Poland.
| | - K Mikula
- Department of Advanced Material Technologies, Faculty of Chemistry, Wrocław University of Science and Technology, Smoluchowskiego 25, 50-372, Wrocław, Poland
| | - G Izydorczyk
- Department of Advanced Material Technologies, Faculty of Chemistry, Wrocław University of Science and Technology, Smoluchowskiego 25, 50-372, Wrocław, Poland
| | - A Witek-Krowiak
- Department of Advanced Material Technologies, Faculty of Chemistry, Wrocław University of Science and Technology, Smoluchowskiego 25, 50-372, Wrocław, Poland
| | - K Moustakas
- School of Chemical Engineering, National Technical University of Athens, 9 Iroon Polytechniou Str., Zographou Campus, GR-15780, Athens, Greece
| | - K Chojnacka
- Department of Advanced Material Technologies, Faculty of Chemistry, Wrocław University of Science and Technology, Smoluchowskiego 25, 50-372, Wrocław, Poland
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Gomaa WMS, Feng X, Zhang H, Zhang X, Zhang W, Yan X, Peng Q, Yu P. Application of advanced molecular spectroscopy and modern evaluation techniques in canola molecular structure and nutrition property research. Crit Rev Food Sci Nutr 2020; 61:3256-3266. [PMID: 32787447 DOI: 10.1080/10408398.2020.1798343] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
This review aims to provide research update and progress on applications of advanced molecular spectroscopy to current research on canola related bio-processing technology, molecular structure, and nutrient utilization and availability. The studies focused on how inherent molecular structure changes affect nutritional quality of canola and its co-products from bio-processing. The molecular spectroscopic techniques (SR-IMS, DRIFT, ATR-FTIR) used for molecular structure and nutrition association were reviewed, including the synchrotron radiation with infrared microspectroscopy, the synchrotron radiation with soft x-ray microspectroscopy, the diffuse reflectance infrared Fourier transform spectroscopy, the grading near infrared reflectance spectroscopy, and the Fourier transform infrared vibrational spectroscopy. Nutritional evaluation with other techniques in association with molecular structure was also reviewed. This study provides updated research progress on application of molecular spectroscopy in combination with various nutrition evaluation techniques to current research in the canola-related bio-oil/bio-energy processing and nutrition sciences.
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Affiliation(s)
- Walaa M S Gomaa
- Department of Animal and Poultry Science, College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, Canada
| | - Xin Feng
- Department of Animal and Poultry Science, College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, Canada.,School of Life Science and Engineering, Foshan University, Foshan, China
| | - Huihua Zhang
- School of Life Science and Engineering, Foshan University, Foshan, China
| | - Xuewei Zhang
- Department of Animal and Poultry Science, College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, Canada.,College of Animal Science and Animal Veterinary, Tianjin Agricultural University, Tianjin, China
| | - Weixian Zhang
- College of Animal Science and Technology, Henan University of Animal Husbandry and Economy, Zhengzhou, China
| | - Xiaogang Yan
- Department of Animal and Poultry Science, College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, Canada.,The Branch Academy of Animal Science, Jilin Academy of Agricultural Science, Gongzhuling, China
| | - Quanhui Peng
- Department of Animal and Poultry Science, College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, Canada.,Animal Nutrition Institute, Sichuan Agricultural University, Ya'an, China
| | - Peiqiang Yu
- Department of Animal and Poultry Science, College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, Canada
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Ibarra-Herrera CC, Acosta-Estrada B, Chuck-Hernández C, Serrano-Sandoval SN, Guardado-Félix D, Pérez-Carrillo E. Nutritional content of edible grasshopper (Sphenarium purpurascens) fed on alfalfa (Medicago sativa) and maize (Zea mays). CYTA - JOURNAL OF FOOD 2020. [DOI: 10.1080/19476337.2020.1746833] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
| | - Beatriz Acosta-Estrada
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Centro de Biotecnología-FEMSA, Monterrey, México
| | - Cristina Chuck-Hernández
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Centro de Biotecnología-FEMSA, Monterrey, México
| | - Sayra N. Serrano-Sandoval
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Centro de Biotecnología-FEMSA, Monterrey, México
| | - Daniela Guardado-Félix
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Centro de Biotecnología-FEMSA, Monterrey, México
- Facultad de Ciencias Químico-Biológicas, Universidad Autónoma de Sinaloa, Culiacán, Mexico
| | - Esther Pérez-Carrillo
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Centro de Biotecnología-FEMSA, Monterrey, México
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Zhang Z, Wang S, Wang M, Shahzad K, Zhang X, Qi R, Shi L. Effects of Urtica cannabina to Leymus chinensis Ratios on Ruminal Microorganisms and Fiber Degradation In Vitro. Animals (Basel) 2020; 10:ani10020335. [PMID: 32093262 PMCID: PMC7070357 DOI: 10.3390/ani10020335] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2020] [Revised: 02/15/2020] [Accepted: 02/18/2020] [Indexed: 01/08/2023] Open
Abstract
The study was conducted in vitro to investigate the effects of different ratios of Urtica cannabina and Leymus chinensis on fiber microstructure and digestibility in ruminal fluid. The experiment was divided into five groups based on the U. cannabina/L. chinensis ratios: A (0:100), B (30:70), C (50:50), D (70:30), and E (100:0). The culture medium was collected at 0, 1, 3, 6, 12, and 24 h. The results showed that: (1) in vitro crude protein degradability (IVCPD) was higher in group A, whereas in vitro neutral detergent fiber degradability (IVNDFD) was higher in group C (p < 0.05); (2) protozoa count was increased from 1 h to 3 h and decreased afterwards, with significant differences observed in several genera (p < 0.05); (3) microbial crude protein (MCP) contents at 1, 3, 6, and 24 h were higher in groups A and C (p < 0.05); (4) the basic tissue of U. cannabina was gradually degraded. At 24h, the secondary xylem vessel structure was observed in groups B and C, but not in groups D and E. In summary, there was higher neutral detergent fiber (NDF) digestibility, higher rumen MCP contents, and lower protozoa count, showing the significance of the 50:50 ratio for microbial growth and fiber digestibility.
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Affiliation(s)
- Zhenbin Zhang
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu 225009, China; (Z.Z.); (S.W.); (R.Q.); (L.S.)
| | - Shan Wang
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu 225009, China; (Z.Z.); (S.W.); (R.Q.); (L.S.)
| | - Mengzhi Wang
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu 225009, China; (Z.Z.); (S.W.); (R.Q.); (L.S.)
- Correspondence: ; Tel.: +86-151-5273-4991
| | - Khuram Shahzad
- Department of Biosciences, COMSATS University Islamabad, Park Road, Islamabad 45550, Pakistan;
| | - Xiaoqing Zhang
- Institute of Grassland Science, Chinese Academy of Agricultural Sciences, Huhehote 010010, Inner Mongolia, China;
| | - Ruxin Qi
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu 225009, China; (Z.Z.); (S.W.); (R.Q.); (L.S.)
| | - Liangfeng Shi
- College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu 225009, China; (Z.Z.); (S.W.); (R.Q.); (L.S.)
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Lei Y, Hannoufa A, Prates LL, Christensen D, Wang Y, Yu P. Silencing TT8 and HB12 Decreased Protein Degradation and Digestion, Microbial Synthesis, and Metabolic Protein in Relation to Molecular Structures of Alfalfa ( Medicago sativa). JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2019; 67:7898-7907. [PMID: 31282664 DOI: 10.1021/acs.jafc.9b02317] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
This study aimed to explore the effects of silencing HB12 and TT8 genes on protein utilization characteristics of alfalfa. Ground samples of 11 HB12-silenced (HB12i), 5 TT8-silenced (TT8i) and 4 wild type (WT) were incubated in a Daisy II incubator with N15 labeled ammonium sulfate for 0, 4, 8, 12, and 24 h. CP degradation and degradational kinetics, microbial nitrogen fractions, and protein metabolic profiles were determined. Moreover, relationships between protein profiles and FTIR spectral parameters were estimated. Results showed that transgenic alfalfa had lower CP degradation, microbial protein, and total available protein compared with WT, especially for HB12i. In addition, CP degradation and protein metabolic profiles were closely correlated with FTIR spectral parameters and thereby could be predicted from spectral parameters. In conclusion, silencing of HB12 and TT8 genes in alfalfa decreased protein degradational and metabolic profiles, which were predictable with FTIR spectral parameters.
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Affiliation(s)
- Yaogeng Lei
- Department of Animal and Poultry Science, College of Agriculture and Bioresources , University of Saskatchewan , 51 Campus Drive , Saskatoon , Saskatchewan S7N5A8 , Canada
| | - Abdelali Hannoufa
- London Research and Development Centre , Agriculture and Agri-Food Canada , 1391 Sandford Street , London , Ontario N5 V 4T3 , Canada
| | - Luciana L Prates
- Department of Animal and Poultry Science, College of Agriculture and Bioresources , University of Saskatchewan , 51 Campus Drive , Saskatoon , Saskatchewan S7N5A8 , Canada
| | - David Christensen
- Department of Animal and Poultry Science, College of Agriculture and Bioresources , University of Saskatchewan , 51 Campus Drive , Saskatoon , Saskatchewan S7N5A8 , Canada
| | - Yuxi Wang
- Lethbridge Research and Development Centre , Agriculture and Agri-Food Canada , Alberta T1J 4B1 , Canada
| | - Peiqiang Yu
- Department of Animal and Poultry Science, College of Agriculture and Bioresources , University of Saskatchewan , 51 Campus Drive , Saskatoon , Saskatchewan S7N5A8 , Canada
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The effect of anaerobic digestate derived composts on the metabolite composition and thermal behaviour of rosemary. Sci Rep 2019; 9:6489. [PMID: 31019202 PMCID: PMC6482180 DOI: 10.1038/s41598-019-42725-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Accepted: 03/29/2019] [Indexed: 12/24/2022] Open
Abstract
The study reports on the effect of anaerobic digestate derived composts on the metabolite composition and thermal behaviour of rosemary (Rosmarinus officinalis L.). Plants were cultivated in semiarid soil under four different fertiliser treatments (composts of anaerobic digested cattle (C) or pig slurry (P) at 30t/ha and 60 t/ha, and two control treatments (inorganic fertiliser and no fertiliser application). Samples of leaves and stems were analysed to investigate the effect of treatment on chemical composition and thermochemical properties. Three orthogonal analytical approaches were used, namely: Fourier transform mid infrared spectroscopy (FTIR), gas chromatography/mass spectrometry (GC/MS) and thermochemical gravimetric analysis (TGA). FTIR and GC/MS showed fertiliser treatment resulted in tissue specific changes in sample metabolite composition. Fertiliser treatment was detected to change the thermogravimetric properties of the leaf samples and from inorganic and composted pig slurry digestate treatments had greater ash content and lower proportions of fixed carbon compared with samples from the unfertilised control treatment. This study provides information on how the composition of rosemary might be altered by fertiliser application in regions of poor soil, and has implications for biomass quality when rosemary is grown on semi-wild sites for the purpose of soil improvement.
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Jin Y, Jiang C, Zhang X, Shi L, Wang M. Effect of dietary Urtica cannabina on the growth performance, apparent digestibility, rumen fermentation and gastrointestinal morphology of growing lambs. Anim Feed Sci Technol 2018. [DOI: 10.1016/j.anifeedsci.2018.06.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Lei Y, Hannoufa A, Christensen D, Shi H, Prates LL, Yu P. Molecular Structural Changes in Alfalfa Detected by ATR-FTIR Spectroscopy in Response to Silencing of TT8 and HB12 Genes. Int J Mol Sci 2018; 19:ijms19041046. [PMID: 29614752 PMCID: PMC5979274 DOI: 10.3390/ijms19041046] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Revised: 03/26/2018] [Accepted: 03/28/2018] [Indexed: 01/24/2023] Open
Abstract
This study investigated the spectral changes in alfalfa molecular structures induced by silencing of Transparent Testa 8 (TT8) and Homeobox 12 (HB12) genes with univariate and multivariate analyses. TT8-silenced (TT8i), HB12-silenced (HB12i) and wild type (WT) alfalfa were grown in a greenhouse under normal conditions and were harvested at early-to-mid vegetative stage. Samples were free-dried and grounded through 0.02 mm sieve for spectra collections with attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy. Afterwards, both univariate and multivariate analyses were conducted on amide, carbohydrate and lipid regions. Univariate results showed that silencing of TT8 and HB12 genes affected peak heights of most total carbohydrate (TC) and structural carbohydrate (STC), and structural carbohydrate area (STCA) in carbohydrate regions; and β-sheet height, amide areas, and ratios of amide I/II and α-helix/β-sheet in amide region; and symmetric CH2 (SyCH2), asymmetric CH2 (AsCH2) and (a)symmetric CH2 and CH3 area (ASCCA) in the lipid region. Multivariate analysis showed that both hierarchy cluster analysis (HCA) and principal component analysis (PCA) clearly separated WT from transgenic plants in all carbohydrate regions and (a)symmetric CH2 and CH3 (ASCC) lipid region. In the amide region, PCA separated WT, TT8i and HB12i into different groups, while HCA clustered WT into a separate group. In conclusion, silencing of TT8 and HB12 affected intrinsic molecular structures of both amide and carbohydrate profiles in alfalfa, and multivariate analyses successfully distinguished gene-silenced alfalfa from its parental WT control.
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Affiliation(s)
- Yaogeng Lei
- Department of Animal and Poultry Science, College of Agriculture and Bioresources, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK S7N5A8, Canada.
| | - Abdelali Hannoufa
- London Research and Development Centre, Agriculture and Argi-Food Canada, 1391 Sandford Street, London, ON N5V 4T3, Canada.
| | - David Christensen
- Department of Animal and Poultry Science, College of Agriculture and Bioresources, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK S7N5A8, Canada.
| | - Haitao Shi
- Department of Animal and Poultry Science, College of Agriculture and Bioresources, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK S7N5A8, Canada.
| | - Luciana L Prates
- Department of Animal and Poultry Science, College of Agriculture and Bioresources, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK S7N5A8, Canada.
| | - Peiqiang Yu
- Department of Animal and Poultry Science, College of Agriculture and Bioresources, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK S7N5A8, Canada.
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Molecular Structural Changes in Alfalfa Detected by ATR-FTIR Spectroscopy in Response to Silencing of TT8 and HB12 Genes. Int J Mol Sci 2018. [PMID: 29614752 DOI: 10.3390/ijms19041046.] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
This study investigated the spectral changes in alfalfa molecular structures induced by silencing of Transparent Testa 8 (TT8) and Homeobox 12 (HB12) genes with univariate and multivariate analyses. TT8-silenced (TT8i), HB12-silenced (HB12i) and wild type (WT) alfalfa were grown in a greenhouse under normal conditions and were harvested at early-to-mid vegetative stage. Samples were free-dried and grounded through 0.02 mm sieve for spectra collections with attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy. Afterwards, both univariate and multivariate analyses were conducted on amide, carbohydrate and lipid regions. Univariate results showed that silencing of TT8 and HB12 genes affected peak heights of most total carbohydrate (TC) and structural carbohydrate (STC), and structural carbohydrate area (STCA) in carbohydrate regions; and β-sheet height, amide areas, and ratios of amide I/II and α-helix/β-sheet in amide region; and symmetric CH2 (SyCH2), asymmetric CH2 (AsCH2) and (a)symmetric CH2 and CH3 area (ASCCA) in the lipid region. Multivariate analysis showed that both hierarchy cluster analysis (HCA) and principal component analysis (PCA) clearly separated WT from transgenic plants in all carbohydrate regions and (a)symmetric CH2 and CH3 (ASCC) lipid region. In the amide region, PCA separated WT, TT8i and HB12i into different groups, while HCA clustered WT into a separate group. In conclusion, silencing of TT8 and HB12 affected intrinsic molecular structures of both amide and carbohydrate profiles in alfalfa, and multivariate analyses successfully distinguished gene-silenced alfalfa from its parental WT control.
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