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Jiang X, Cui L, Huang L, Guo Y, Huang G, Guo Q. The Relationship between Beverages Consumption and Cognitive Impairment in Middle-Aged and Elderly Chinese Population. Nutrients 2023; 15:nu15102309. [PMID: 37242194 DOI: 10.3390/nu15102309] [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: 03/18/2023] [Revised: 04/23/2023] [Accepted: 05/12/2023] [Indexed: 05/28/2023] Open
Abstract
Some evidence shows that beverage consumption has an impact on cognitive performance. This is a follow-up study of dietary habits and cognitive function in the Chinese middle-aged and elderly population. The objective of this study was to explore the relationship between beverage consumption and cognitive impairment. The source and grouping of the participants can be seen in the previous article, "Study of Diet Habits and Cognitive Function in the Chinese Middle-Aged and Elderly Population: The Association between Folic Acid, B Vitamins, Vitamin D, Coenzyme Q10 Supplementation and Cognitive Ability". Among 892 participants, one-third (296) completed both Amyloid beta(Aβ)-PET and plasma biomarkers. The results showed that the consumption of beverages (green tea, coffee, pure milk) was a protective factor for cognitive impairment, daily water consumption <1500 mL (especially <500 mL) was a risk factor for cognitive impairment, and the above correlated with baseline cognitive status. The relationship of green tea, coffee, and pure milk consumption with cognitive impairment was related to gender. We also found that among the participants with Aβ deposition, the consumption of pure milk and green tea was associated with low levels of p-Tau-181. In conclusion, the relationship between beverage consumption and cognitive impairment in Chinese middle-aged and elderly adults may be related to baseline cognitive status, gender, and Aβ deposition.
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Affiliation(s)
- Xinting Jiang
- Department of Gerontology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
- Department of VIP Clinical, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
| | - Liang Cui
- Department of Gerontology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
| | - Lin Huang
- Department of Gerontology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
| | - Yihan Guo
- Faculty of Medicine, The University of Queensland, Brisbane 4072, Australia
| | - Gaozhong Huang
- Department of VIP Clinical, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
| | - Qihao Guo
- Department of Gerontology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, China
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2
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Ribeiro MN, Carvalho IA, Fonseca GA, Lago RC, Rocha LC, Ferreira DD, Vilas Boas EV, Pinheiro AC. Quality control of fresh strawberries by a random forest model. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2021; 101:4514-4522. [PMID: 33448405 DOI: 10.1002/jsfa.11092] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 01/09/2021] [Accepted: 01/15/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND Strawberry quality is one of the most important factors that guarantees consistent commercialization of the fruit and ensures the consumer's satisfaction. This work makes innovative use of random forest (RF) to predict sensory measures of strawberries using physical and physical-chemical variables. Furthermore, it also employs these same physical and physical-chemical variables to classify strawberries in the classes "satisfied" or "not satisfied" and "would pay more" or "wouldn't pay more. The RF-based model predicts the acceptance, expectation, ideal of sweetness, ideal of acidity, and the ideal of succulence based on the physical and physical-chemical data. Then, the predicted parameters are used as input for the RF-based classification model. RESULTS The RF achieved a coefficient of determination R2 > 0.72 and a root-mean-squared error (RMSE) smaller than 0.17 for the prediction task, which indicates that one can estimate the sensory measures of strawberries using physical and physical-chemical data. Furthermore, the RF was able to classify 87.95% of the strawberry samples correctly into the classes 'satisfied' and 'not satisfied' and 78.99% in the classes 'would pay more' or 'would not pay more'. A two-step RF model, which employed both physical and physical-chemical data to classify strawberry samples regarding the consumer's response also correctly classified 100% and 90.32% of the samples with respect to consumers' satisfaction and their willingness to pay more, respectively. CONCLUSION The results indicate that the developed models can be used in the quality control of strawberries, supporting the establishment of quality standards that consider the consumer's response. The proposed methodology can be extended to control the sensory quality of other fruits. © 2021 Society of Chemical Industry.
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Affiliation(s)
- Michele N Ribeiro
- Department of Food Science, Universidade Federal de Lavras, Lavras, Brazil
| | - Iago A Carvalho
- Institute of Computing, Universidade Estadual de Campinas, Campinas, Brazil
| | - Gabriel A Fonseca
- Department of Engineering, Universidade Federal de Lavras, Lavras, Brazil
| | - Rafael C Lago
- Department of Food Science, Universidade Federal de Lavras, Lavras, Brazil
| | - Lenízy Cr Rocha
- Department of Food Science, Universidade Federal de Lavras, Lavras, Brazil
| | - Danton D Ferreira
- Department of Automatics, Universidade Federal de Lavras, Lavras, Brazil
| | | | - Ana Cm Pinheiro
- Department of Food Science, Universidade Federal de Lavras, Lavras, Brazil
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Koonyosying P, Flemming B, Kusirisin W, Lerttrakarnnon P, Utama‐ang N, Fucharoen S, Srichairatanakool S. Production, iron analysis and consumer perception of functional Thai Sinlek iron rice (
Oryza sativa
) drink. Int J Food Sci Technol 2021. [DOI: 10.1111/ijfs.14828] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Pimpisid Koonyosying
- Oxidative Stress Cluster Department of Biochemistry Faculty of Medicine Chiang Mai University Chiang Mai50200Thailand
| | - Ben Flemming
- Oxidative Stress Cluster Department of Biochemistry Faculty of Medicine Chiang Mai University Chiang Mai50200Thailand
- Department of Earth and Environment Faculty of Science and Engineering School of Natural Sciences University of Manchester ManchesterM13 9PTUK
| | - Winthana Kusirisin
- Department of Family Medicine Faculty of Medicine Chiang Mai University Chiang Mai50200Thailand
| | - Peerasak Lerttrakarnnon
- Department of Family Medicine Faculty of Medicine Chiang Mai University Chiang Mai50200Thailand
| | - Niramon Utama‐ang
- Cluster of High‐Value Products from Thai Rice for Health Faculty of Agro‐Industry Chiang Mai University Chiang Mai50100Thailand
- Division of Product Development Technology Faculty of Agro‐Industry Chiang Mai University Chiang Mai50100Thailand
| | - Suthat Fucharoen
- Thalassemia Research Center Institute of Molecular Biosciences Mahidol University Salaya Campus Nakornpathom70130Thailand
| | - Somdet Srichairatanakool
- Oxidative Stress Cluster Department of Biochemistry Faculty of Medicine Chiang Mai University Chiang Mai50200Thailand
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Alaşalvar H, Çam M. Ready to drink iced teas from microencapsulated spearmint (Mentha spicata L.) and peppermint (Mentha piperita L.) extracts: physicochemical, bioactive and sensory characterization. JOURNAL OF FOOD MEASUREMENT AND CHARACTERIZATION 2020. [DOI: 10.1007/s11694-020-00386-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Yu P, Low MY, Zhou W. Development of a partial least squares-artificial neural network (PLS-ANN) hybrid model for the prediction of consumer liking scores of ready-to-drink green tea beverages. Food Res Int 2018; 103:68-75. [DOI: 10.1016/j.foodres.2017.10.015] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Revised: 10/07/2017] [Accepted: 10/09/2017] [Indexed: 11/30/2022]
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Zeng L, Zhou Y, Fu X, Mei X, Cheng S, Gui J, Dong F, Tang J, Ma S, Yang Z. Does oolong tea (Camellia sinensis) made from a combination of leaf and stem smell more aromatic than leaf-only tea? Contribution of the stem to oolong tea aroma. Food Chem 2017; 237:488-498. [PMID: 28764024 DOI: 10.1016/j.foodchem.2017.05.137] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Revised: 05/16/2017] [Accepted: 05/28/2017] [Indexed: 01/23/2023]
Abstract
The raw materials used to make oolong tea (Camellia sinensis) are a combination of leaf and stem. Oolong tea made from leaf and stem is thought to have a more aromatic smell than leaf-only tea. However, there is no available evidence to support the viewpoint. In this study, sensory evaluation and detailed characterization of emitted and internal volatiles (not readily emitted, but stored in samples) of dry oolong teas and infusions indicated that the presence of stem did not significantly improve the total aroma characteristics. During the enzyme-active processes, volatile monoterpenes and theanine were accumulated more abundantly in stem than in leaf, while jasmine lactone, indole, and trans-nerolidol were lower in stem than in leaf. Tissue-specific aroma-related gene expression and availability of precursors of aroma compounds resulted in different aroma distributions in leaf and stem. This study presents the first determination of the contribution of stem to oolong tea aroma.
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Affiliation(s)
- Lanting Zeng
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement & Guangdong Provincial Key Laboratory of Applied Botany, South China Botanical Garden, Chinese Academy of Sciences, Xingke Road 723, Tianhe District, Guangzhou 510650, China; University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China
| | - Ying Zhou
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement & Guangdong Provincial Key Laboratory of Applied Botany, South China Botanical Garden, Chinese Academy of Sciences, Xingke Road 723, Tianhe District, Guangzhou 510650, China
| | - Xiumin Fu
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement & Guangdong Provincial Key Laboratory of Applied Botany, South China Botanical Garden, Chinese Academy of Sciences, Xingke Road 723, Tianhe District, Guangzhou 510650, China
| | - Xin Mei
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement & Guangdong Provincial Key Laboratory of Applied Botany, South China Botanical Garden, Chinese Academy of Sciences, Xingke Road 723, Tianhe District, Guangzhou 510650, China
| | - Sihua Cheng
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement & Guangdong Provincial Key Laboratory of Applied Botany, South China Botanical Garden, Chinese Academy of Sciences, Xingke Road 723, Tianhe District, Guangzhou 510650, China; University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China
| | - Jiadong Gui
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement & Guangdong Provincial Key Laboratory of Applied Botany, South China Botanical Garden, Chinese Academy of Sciences, Xingke Road 723, Tianhe District, Guangzhou 510650, China; University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China
| | - Fang Dong
- Guangdong Food and Drug Vocational College, Longdongbei Road 321, Tianhe District, Guangzhou 510520, China
| | - Jinchi Tang
- Tea Research Institute, Guangdong Academy of Agricultural Sciences & Guangdong Provincial Key Laboratory of Tea Plant Resources Innovation and Utilization, Dafeng Road 6, Tianhe District, Guangzhou 510640, China
| | - Shengzhou Ma
- Zhenjiang Institute of Agricultural Sciences in Hill Area of Jiangsu Province, Ninghang Road 112, Jurong 212400, China
| | - Ziyin Yang
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement & Guangdong Provincial Key Laboratory of Applied Botany, South China Botanical Garden, Chinese Academy of Sciences, Xingke Road 723, Tianhe District, Guangzhou 510650, China; University of Chinese Academy of Sciences, No. 19A Yuquan Road, Beijing 100049, China.
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Grant J, Ryland D, Isaak CK, Prashar S, Siow YL, Taylor CG, Aliani M. Effect of Vitamin D 3 Fortification and Saskatoon Berry Syrup Addition on the Flavor Profile, Acceptability, and Antioxidant Properties of Rooibos Tea (Aspalathus linearis). J Food Sci 2017; 82:807-817. [PMID: 28192609 DOI: 10.1111/1750-3841.13646] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2016] [Revised: 12/12/2016] [Accepted: 01/09/2017] [Indexed: 11/30/2022]
Abstract
The unique characteristics and healthful reputation of caffeine-free rooibos tea (RT) make it an ideal carrier for vitamin D3 supplementation, and a potential base for the addition of Saskatoon berry syrup (SBS), a natural flavor additive. The objective of this study was to determine the effect of vitamin D3 fortification and SBS addition on the flavor profile, consumer acceptability, and antioxidant properties of RT. Six formulations (RT, RT with SBS, RT with SBS and vitamin D3 , RT with vitamin D3 , green tea [GT], and GT with SBS) were evaluated by 12 trained panelists and 114 consumers. The formulations were also assessed for antioxidant capacity, physical characteristics, and untargeted phytochemical content. Sensory results revealed that the mean intensity values for berry and sweet attributes were significantly higher (P < 0.05) while bitter and astringent attributes were significantly lower when SBS was added to RT samples compared to those without syrup. Acceptability of flavor, aftertaste, and overall acceptability were also significantly higher for the RT with SBS. The addition of SBS to RT significantly increased the antioxidant capacities which may increase the related health benefits of RT. SBS contributed several polyphenols, particularly flavonoids, to the tea. Vitamin D3 added to RT formulations did not significantly affect the sensory attributes, acceptability, or antioxidant content. For the development of a functional vitamin D3 fortified iced-tea beverage that can be consumed as part of the daily diet, SBS could be a favorable flavoring additive that may provide additional health benefits.
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Affiliation(s)
- Jennifer Grant
- Dept. of Human Nutritional Sciences, Univ. of Manitoba, Winnipeg, MB, Canada
| | - Donna Ryland
- Dept. of Human Nutritional Sciences, Univ. of Manitoba, Winnipeg, MB, Canada
| | - Cara K Isaak
- Dept. of Physiology and Pathophysiology, Univ. of Manitoba, Winnipeg, MB, Canada.,The Canadian Centre for Agri-Food Research in Health and Medicine, St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, MB, Canada
| | - Suvira Prashar
- The Canadian Centre for Agri-Food Research in Health and Medicine, St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, MB, Canada.,Agriculture and Agri-Food Canada, St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, MB, Canada
| | - Yaw L Siow
- Dept. of Physiology and Pathophysiology, Univ. of Manitoba, Winnipeg, MB, Canada.,The Canadian Centre for Agri-Food Research in Health and Medicine, St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, MB, Canada.,Agriculture and Agri-Food Canada, St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, MB, Canada
| | - Carla G Taylor
- Dept. of Human Nutritional Sciences, Univ. of Manitoba, Winnipeg, MB, Canada.,Dept. of Physiology and Pathophysiology, Univ. of Manitoba, Winnipeg, MB, Canada.,The Canadian Centre for Agri-Food Research in Health and Medicine, St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, MB, Canada
| | - Michel Aliani
- Dept. of Human Nutritional Sciences, Univ. of Manitoba, Winnipeg, MB, Canada.,The Canadian Centre for Agri-Food Research in Health and Medicine, St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, MB, Canada
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