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Murakami K, Shinozaki N, Okuhara T, McCaffrey TA, Livingstone MBE. Self-perceived food literacy in relation to the quality of overall diet and main meals: A cross-sectional study in Japanese adults. Appetite 2024; 196:107281. [PMID: 38373536 DOI: 10.1016/j.appet.2024.107281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 01/14/2024] [Accepted: 02/16/2024] [Indexed: 02/21/2024]
Abstract
This cross-sectional study aimed to assess the relationship between self-perceived food literacy (SPFL) and quality of overall diet and main meals in Japanese adults. In total, 5998 adults aged 20-79 years were included in this analysis. The SPFL was assessed using the Japanese version of the 29-item Dutch SPFL scale (score range 1-5). Using validated dietary information, the Healthy Eating Index-2015 (HEI-2015) was calculated (score range 0-100). The mean SPFL was 3.18; the internal consistency of the overall scale was considered good (Cronbach's alpha: 0.80). The mean HEI-2015 for overall diet was 50.4. The SPFL was significantly and positively associated with the HEI-2015. Using multiple linear regression, one point increase of SPFL corresponded to an increase in HEI-2015 by a point of 4.8 for overall diet, 6.2 for breakfast, 4.6 for lunch, and 3.6 for dinner (all P < 0.0001). Six of the eight domains of SPFL (i.e., food preparation skills, resilience and resistance, healthy snack styles, examining food labels, healthy budgeting, and healthy food stockpiling) were significantly associated with the HEI-2015 for overall diet. When the HEI-2015 for each meal was examined, the domains showing significant associations with all three meals included food preparation skills, healthy snack styles, and healthy budgeting. The healthy food stockpiling was associated with the HEI-2015 for breakfast and lunch, but not dinner. The social and conscious eating and daily food planning were associated with the breakfast HEI-2015 only, with the resilience and resistance associated with the dinner HEI-2015 only. In conclusion, the SPFL was cross-sectionally associated with the quality of overall diet and main meals in Japanese adults. Further observation and intervention studies are needed to confirm the associations observed here.
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Affiliation(s)
- Kentaro Murakami
- Department of Social and Preventive Epidemiology, School of Public Health, The University of Tokyo, Tokyo, Japan.
| | - Nana Shinozaki
- Department of Nutritional Epidemiology and Behavioural Nutrition, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Tsuyoshi Okuhara
- Department of Health Communication, School of Public Health, The University of Tokyo, Tokyo, Japan
| | - Tracy A McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Clayton, Melbourne, Australia
| | - M Barbara E Livingstone
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, UK
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Molenaar A, Lukose D, Brennan L, Jenkins EL, McCaffrey TA. Using Natural Language Processing to Explore Social Media Opinions on Food Security: Sentiment Analysis and Topic Modeling Study. J Med Internet Res 2024; 26:e47826. [PMID: 38512326 PMCID: PMC10995791 DOI: 10.2196/47826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 12/05/2023] [Accepted: 12/20/2023] [Indexed: 03/22/2024] Open
Abstract
BACKGROUND Social media has the potential to be of great value in understanding patterns in public health using large-scale analysis approaches (eg, data science and natural language processing [NLP]), 2 of which have been used in public health: sentiment analysis and topic modeling; however, their use in the area of food security and public health nutrition is limited. OBJECTIVE This study aims to explore the potential use of NLP tools to gather insights from real-world social media data on the public health issue of food security. METHODS A search strategy for obtaining tweets was developed using food security terms. Tweets were collected using the Twitter application programming interface from January 1, 2019, to December 31, 2021, filtered for Australia-based users only. Sentiment analysis of the tweets was performed using the Valence Aware Dictionary and Sentiment Reasoner. Topic modeling exploring the content of tweets was conducted using latent Dirichlet allocation with BigML (BigML, Inc). Sentiment, topic, and engagement (the sum of likes, retweets, quotations, and replies) were compared across years. RESULTS In total, 38,070 tweets were collected from 14,880 Twitter users. Overall, the sentiment when discussing food security was positive, although this varied across the 3 years. Positive sentiment remained higher during the COVID-19 lockdown periods in Australia. The topic model contained 10 topics (in order from highest to lowest probability in the data set): "Global production," "Food insecurity and health," "Use of food banks," "Giving to food banks," "Family poverty," "Food relief provision," "Global food insecurity," "Climate change," "Australian food insecurity," and "Human rights." The topic "Giving to food banks," which focused on support and donation, had the highest proportion of positive sentiment, and "Global food insecurity," which covered food insecurity prevalence worldwide, had the highest proportion of negative sentiment. When compared with news, there were some events, such as COVID-19 support payment introduction and bushfires across Australia, that were associated with high periods of positive or negative sentiment. Topics related to food insecurity prevalence, poverty, and food relief in Australia were not consistently more prominent during the COVID-19 pandemic than before the pandemic. Negative tweets received substantially higher engagement across 2019 and 2020. There was no clear relationship between topics that were more likely to be positive or negative and have higher or lower engagement, indicating that the identified topics are discrete issues. CONCLUSIONS In this study, we demonstrated the potential use of sentiment analysis and topic modeling to explore evolution in conversations on food security using social media data. Future use of NLP in food security requires the context of and interpretation by public health experts and the use of broader data sets, with the potential to track dimensions or events related to food security to inform evidence-based decision-making in this area.
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Affiliation(s)
- Annika Molenaar
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill, Australia
| | | | - Linda Brennan
- School of Media and Communication, RMIT University, Melbourne, Australia
| | - Eva L Jenkins
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill, Australia
| | - Tracy A McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill, Australia
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Murakami K, Shinozaki N, Okuhara T, McCaffrey TA, Livingstone MBE. Prevalence and Correlates of Dietary and Nutrition Information Seeking Through Various Web-Based and Offline Media Sources Among Japanese Adults: Web-Based Cross-Sectional Study. JMIR Public Health Surveill 2024; 10:e54805. [PMID: 38354021 PMCID: PMC10902774 DOI: 10.2196/54805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 12/20/2023] [Accepted: 12/22/2023] [Indexed: 02/16/2024] Open
Abstract
BACKGROUND The advent of the internet has changed the landscape of available nutrition information. However, little is known about people's information-seeking behavior toward healthy eating and its potential consequences. OBJECTIVE We aimed to examine the prevalence and correlates of nutrition information seeking from various web-based and offline media sources. METHODS This cross-sectional study included 5998 Japanese adults aged 20 to 79 years participating in a web-based questionnaire survey (February and March 2023). The dependent variable was the regular use of web-based and offline media as a reliable source of nutrition information. The main independent variables included health literacy, food literacy, and diet quality, which were assessed using validated tools, as well as sociodemographic factors (sex, age, education level, and nutrition- and health-related occupations). RESULTS The top source of nutrition information was television (1973/5998, 32.89%), followed by web searches (1333/5998, 22.22%), websites of government and medical manufacturers (997/5998, 16.62%), newspapers (901/5998, 15.02%), books and magazines (697/5998, 11.62%), and video sites (eg, YouTube; 634/5998, 10.57%). Multivariable logistic regression showed that higher health literacy was associated with higher odds of using all the individual sources examined; odds ratios (ORs) for 1-point score increase ranged from 1.27 (95% CI 1.09-1.49) to 1.81 (95% CI 1.57-2.09). By contrast, food literacy was inversely associated with the use of television (OR 0.65, 95% CI 0.55-0.77), whereas it was positively associated with the use of websites of government and medical manufacturers (OR 1.98, 95% CI 1.62-2.44), books and magazines (OR 2.09, 95% CI 1.64-2.66), and video sites (OR 1.53, 95% CI 1.19-1.96). Furthermore, diet quality was positively associated with the use of newspapers (OR 1.02, 95% CI 1.01-1.03) and books and magazines (OR 1.03, 95% CI 1.02-1.04). Being female was associated with using television and books and magazines, whereas being male was associated with using websites of government and medical manufacturers, newspapers, and video sites. Age was positively associated with using newspapers and inversely associated with using websites of government and medical manufacturers and video sites. People with higher education were more likely to refer to websites of government and medical manufacturers and newspapers but less likely to use television and video sites. Dietitians were more likely to use websites of government and medical manufacturers and books and magazines than the general public but less likely to use television and video sites. CONCLUSIONS We identified various web-based and offline media sources regularly used by Japanese adults when seeking nutrition information, and their correlates varied widely. A lack of positive associations between the use of the top 2 major sources (television and web searches) and food literacy or diet quality is highlighted. These findings provide useful insights into the potential for developing and disseminating evidence-based health promotion materials.
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Affiliation(s)
- Kentaro Murakami
- Department of Social and Preventive Epidemiology, School of Public Health, The University of Tokyo, Tokyo, Japan
| | - Nana Shinozaki
- Department of Nutritional Epidemiology and Behavioural Nutrition, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Tsuyoshi Okuhara
- Department of Health Communication, School of Public Health, The University of Tokyo, Tokyo, Japan
| | - Tracy A McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Clayton, Australia
| | - M Barbara E Livingstone
- Nutrition Innovation Centre for Food and Health, School of Biomedical Sciences, Ulster University, Coleraine, United Kingdom
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Lane TJ, Carroll M, Borg BM, McCaffrey TA, Smith CL, Gao CX, Brown D, Poland D, Allgood S, Ikin J, Abramson MJ. Long-term effects of extreme smoke exposure on COVID-19: A cohort study. Respirology 2024; 29:56-62. [PMID: 37681548 DOI: 10.1111/resp.14591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 08/21/2023] [Indexed: 09/09/2023]
Abstract
BACKGROUND In 2014, the Hazelwood coalmine fire shrouded the regional Australian town of Morwell in smoke and ash for 6 weeks. One of the fire's by-products, PM2.5 , is associated with an increased risk of COVID-19 and severe disease. However, it is unclear whether the effect persisted for years after exposure. In this study, we surveyed a cohort established prior to the pandemic to determine whether PM2.5 from the coalmine fire increased long-term vulnerability to COVID-19 and severe disease. METHODS From August to December 2022, 612 members of the Hazelwood Health Study's adult cohort, established in 2016/17, participated in a follow-up survey that included standardized items to capture COVID-19 cases, as well as questions about hospitalization and vaccinations. Associations were evaluated in crude and adjusted logistic regression models. RESULTS A total of 268 (44%) participants self-reported or met symptom criteria for having had COVID-19 at least once. All models found a positive association, with odds of COVID-19 increasing by between 4% and 30% for a 10 μg/m3 increase in coalmine fire-related PM2.5 exposure. However, the association was significant in only 2 of the 18 models. There were insufficient hospitalizations to examine severity (n = 7; 1%). CONCLUSION The findings are inconclusive on the effect of coalmine fire-related PM2.5 exposure on long-term vulnerability to COVID-19. Given the positive association that was robust to modelling variations as well as evidence for a causal mechanism, it would be prudent to treat PM2.5 from fire events as a long-term risk factor until more evidence accumulates.
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Affiliation(s)
- Tyler J Lane
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Matthew Carroll
- Monash Rural Health Churchill, Monash University, Churchill, Victoria, Australia
| | - Brigitte M Borg
- Respiratory Medicine, The Alfred Health, Melbourne, Victoria, Australia
| | - Tracy A McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Melbourne, Victoria, Australia
| | - Catherine L Smith
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Caroline X Gao
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Orygen, Centre for Youth Mental Health, The University of Melbourne, Parkville, Victoria, Australia
| | - David Brown
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - David Poland
- Monash Rural Health Churchill, Monash University, Churchill, Victoria, Australia
| | - Shantelle Allgood
- Monash Rural Health Churchill, Monash University, Churchill, Victoria, Australia
| | - Jillian Ikin
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Michael J Abramson
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
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Murakami K, Shinozaki N, Kimoto N, Onodera H, Oono F, McCaffrey TA, Livingstone MBE, Okuhara T, Matsumoto M, Katagiri R, Ota E, Chiba T, Nishida Y, Sasaki S. Web-Based Content on Diet and Nutrition Written in Japanese: Infodemiology Study Based on Google Trends and Google Search. JMIR Form Res 2023; 7:e47101. [PMID: 37971794 PMCID: PMC10690527 DOI: 10.2196/47101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 08/28/2023] [Accepted: 09/15/2023] [Indexed: 11/19/2023] Open
Abstract
BACKGROUND The increased availability of content of uncertain integrity obtained through the internet is a major concern. To date, however, there has been no comprehensive scrutiny of the fitness-for-purpose of web-based content on diet and nutrition. OBJECTIVE This cross-sectional study aims to describe diet- and nutrition-related web-based content written in Japanese, identified via a systematic extraction strategy using Google Trends and Google Search. METHODS We first identified keywords relevant for extracting web-based content (eg, blogs) on diet and nutrition written in Japanese using Google Trends. This process included identification of 638 seed terms, identification of approximately 1500 pairs of related queries (top) and search terms, the top 10% of which were extracted to identify 160 relevant pairs of related queries (top) and search terms, and identification of 107 keywords for search. We then extracted relevant web-based content using Google Search. RESULTS The content (N=1703) examined here was extracted following a search based on 107 keywords. The most common themes included food and beverages (390/1703, 22.9%), weight management (366/1703, 21.49%), health benefits (261/1703, 15.33%), and healthy eating (235/1703, 13.8%). The main disseminators were information technology companies and mass media (474/1703, 27.83%), food manufacturers (246/1703, 14.45%), other (236/1703, 13.86%), and medical institutions (214/1703, 12.57%). Less than half of the content (790/1703, 46.39%) clearly indicated the involvement of editors or writers. More than half of the content (983/1703, 57.72%) was accompanied by one or more types of advertisement. The proportion of content with any type of citation reference was 40.05% (682/1703). The themes and disseminators of content were significantly associated with the involvement of editors or writers, accompaniment with advertisement, and citation of reference. In particular, content focusing on weight management was more likely to clearly indicate the involvement of editors or writers (212/366, 57.9%) and to be accompanied by advertisement (273/366, 74.6%), but less likely to have references cited (128/366, 35%). Content from medical institutions was less likely to have citation references (62/214, 29%). CONCLUSIONS This study highlights concerns regarding the authorship, conflicts of interest (advertising), and the scientific credibility of web-based diet- and nutrition-related information written in Japanese. Nutrition professionals and experts should take these findings seriously because exposure to nutritional information that lacks context or seems contradictory can lead to confusion and backlash among consumers. However, more research is needed to draw firm conclusions about the accuracy and quality of web-based diet- and nutrition-related content and whether similar results can be obtained in other major mass media or social media outlets and even other languages.
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Affiliation(s)
- Kentaro Murakami
- Department of Social and Preventive Epidemiology, School of Public Health, The University of Tokyo, Tokyo, Japan
| | - Nana Shinozaki
- Department of Social and Preventive Epidemiology, School of Public Health, The University of Tokyo, Tokyo, Japan
| | - Nana Kimoto
- Department of Social and Preventive Epidemiology, School of Public Health, The University of Tokyo, Tokyo, Japan
| | - Hiroko Onodera
- Department of Social and Preventive Epidemiology, School of Public Health, The University of Tokyo, Tokyo, Japan
| | - Fumi Oono
- Department of Social and Preventive Epidemiology, Division of Health Sciences and Nursing, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Tracy A McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Melbourne, Australia
| | - M Barbara E Livingstone
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, United Kingdom
| | - Tsuyoshi Okuhara
- Department of Health Communication, School of Public Health, The University of Tokyo, Tokyo, Japan
| | - Mai Matsumoto
- Department of Nutritional Epidemiology and Shokuiku, National Institutes of Biomedical Innovation, Health and Nutrition, Tokyo, Japan
| | - Ryoko Katagiri
- Department of Nutritional Epidemiology and Shokuiku, National Institutes of Biomedical Innovation, Health and Nutrition, Tokyo, Japan
| | - Erika Ota
- Global Health Nursing, Graduate School of Nursing Science, St. Luke's International University, Tokyo, Japan
- Tokyo Foundation for Policy Research, Tokyo, Japan
| | - Tsuyoshi Chiba
- Department of Food Function and Labeling, National Institutes of Biomedical Innovation, Health and Nutrition, Tokyo, Japan
| | - Yuki Nishida
- Department of Biostatistics, M&D Data Science Center, Tokyo Medical and Dental University, Tokyo, Japan
| | - Satoshi Sasaki
- Department of Social and Preventive Epidemiology, School of Public Health, The University of Tokyo, Tokyo, Japan
- Department of Social and Preventive Epidemiology, Division of Health Sciences and Nursing, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
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Jenkins EL, Brennan L, Jackson M, McCaffrey TA. Re-Licious: Co-Design with Adolescents to Turn Leftovers into Delicious and Healthy Meals-A School-Based Pilot Intervention. Int J Environ Res Public Health 2023; 20:6544. [PMID: 37623130 PMCID: PMC10454923 DOI: 10.3390/ijerph20166544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 07/12/2023] [Accepted: 08/05/2023] [Indexed: 08/26/2023]
Abstract
One-third of the food produced globally is lost or wasted, and one cause is consumer leftovers. Re-licious was an eight-week pilot intervention aiming to increase awareness of food waste and healthy eating by building adolescents' ability to prepare and cook leftovers. Re-licious used a co-design approach and was piloted in a secondary school, half of which was during a COVID-19 lockdown period. Students watched videos on food waste and healthy eating during class. They identified leftover ingredients at home and repurposed ingredients to create recipes. Students co-created recipe criteria to ensure the personal relevance of the recipes. They completed pre- and post-intervention questionnaires (n = 40) about food waste and motivation and interest in healthy eating. Four group interviews were conducted. The factors identified as important in the co-creation sessions were preparation time, cost, healthiness, and sustainability. Participants with low motivation and interest in healthy eating decreased, and participants with high interest increased (p < 0.001). The intention to reduce food waste increased (p = 0.007), as did resourcefulness (p < 0.001) and personal norms (p = 0.048). Interviews highlighted the students' increased awareness of food waste and enjoyment of the intervention. With improvements based on this pilot, Re-licious could be adapted and re-trialled in a face-to-face format to educate young people about food waste.
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Affiliation(s)
- Eva L. Jenkins
- Department of Nutrition, Dietetics and Food, Monash University, 264 Ferntree Gully Road, Melbourne 3168, Australia
| | - Linda Brennan
- School of Media and Communication, RMIT University, Melbourne 3000, Australia; (L.B.); (M.J.)
| | - Michaela Jackson
- School of Media and Communication, RMIT University, Melbourne 3000, Australia; (L.B.); (M.J.)
| | - Tracy A. McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, 264 Ferntree Gully Road, Melbourne 3168, Australia
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Haslam RL, Baldwin JN, Pezdirc K, Truby H, Attia J, Hutchesson MJ, Burrows T, Callister R, Hides L, Bonevski B, Kerr DA, Kirkpatrick SI, Rollo ME, McCaffrey TA, Collins CE. Efficacy of technology-based personalised feedback on diet quality in young Australian adults: results for the advice, ideas and motivation for my eating (Aim4Me) randomised controlled trial. Public Health Nutr 2023; 26:1293-1305. [PMID: 36755380 PMCID: PMC10346011 DOI: 10.1017/s1368980023000253] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 11/01/2022] [Accepted: 01/19/2023] [Indexed: 02/10/2023]
Abstract
OBJECTIVE Web-based dietary interventions could support healthy eating. The Advice, Ideas and Motivation for My Eating (Aim4Me) trial investigated the impact of three levels of personalised web-based dietary feedback on diet quality in young adults. Secondary aims were to investigate participant retention, engagement and satisfaction. DESIGN Randomised controlled trial. SETTING Web-based intervention for young adults living in Australia. PARTICIPANTS 18-24-year-olds recruited across Australia were randomised to Group 1 (control: brief diet quality feedback), Group 2 (comprehensive feedback on nutritional adequacy + website nutrition resources) or Group 3 (30-min dietitian consultation + Group 2 elements). Australian Recommended Food Score (ARFS) was the primary outcome. The ARFS subscales and percentage energy from nutrient-rich foods (secondary outcomes) were analysed at 3, 6 and 12 months using generalised linear mixed models. Engagement was measured with usage statistics and satisfaction with a process evaluation questionnaire. RESULTS Participants (n 1005, 85 % female, mean age 21·7 ± 2·0 years) were randomised to Group 1 (n 343), Group 2 (n 325) and Group 3 (n 337). Overall, 32 (3 %), 88 (9 %) and 141 (14 %) participants were retained at 3, 6 and 12 months, respectively. Only fifty-two participants (15 % of Group 3) completed the dietitian consultation. No significant group-by-time interactions were observed (P > 0·05). The proportion of participants who visited the thirteen website pages ranged from 0·6 % to 75 %. Half (Group 2 = 53 %, Group 3 = 52 %) of participants who completed the process evaluation (Group 2, n 111; Group 3, n 90) were satisfied with the programme. CONCLUSION Recruiting and retaining young adults in web-based dietary interventions are challenging. Future research should consider ways to optimise these interventions, including co-design methods.
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Affiliation(s)
- Rebecca L Haslam
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, University Drive, Callaghan2308, Australia
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, New Lambton Heights, Australia
| | - Jennifer N Baldwin
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, University Drive, Callaghan2308, Australia
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, New Lambton Heights, Australia
| | - Kristine Pezdirc
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, University Drive, Callaghan2308, Australia
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
| | - Helen Truby
- School of Human Movement and Nutrition Sciences, University of Queensland, Australia
| | - John Attia
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, Australia
| | - Melinda J Hutchesson
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, University Drive, Callaghan2308, Australia
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, New Lambton Heights, Australia
| | - Tracy Burrows
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, University Drive, Callaghan2308, Australia
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, New Lambton Heights, Australia
| | - Robin Callister
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
- School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, Australia
| | - Leanne Hides
- School of Psychology, University of Queensland, Brisbane, Australia
| | - Billie Bonevski
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, Australia
| | - Deborah A Kerr
- School of Population Health, Faculty of Health Sciences, Curtin University, Perth, Australia
- Curtin Health Innovation Research Institute, Curtin University, Perth, Australia
| | | | - Megan E Rollo
- School of Population Health, Faculty of Health Sciences, Curtin University, Perth, Australia
| | - Tracy A McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill, Australia
| | - Clare E Collins
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, University Drive, Callaghan2308, Australia
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
- Hunter Medical Research Institute, New Lambton Heights, Australia
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8
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Molenaar A, Jenkins EL, Brennan L, Lukose D, McCaffrey TA. The use of sentiment and emotion analysis and data science to assess the language of nutrition, food and cooking related content on social media: A systematic scoping review. Nutr Res Rev 2023:1-36. [PMID: 36991525 DOI: 10.1017/s0954422423000069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
Social media data is rapidly evolving and accessible which presents opportunities for research. Data science techniques, such as sentiment or emotion analysis which analyse textual emotion, provide an opportunity to gather insight from social media. This paper describes a systematic scoping review of interdisciplinary evidence to explore how sentiment or emotion analysis methods alongside other data science methods have been used to examine nutrition, food and cooking social media content. A PRISMA search strategy was used to search nine electronic databases in November 2020 and January 2022. Of 7325 studies identified, 36 studies were selected from 17 countries, and content was analysed thematically and summarised in an evidence table. Studies were published between 2014-2022 and used data from seven different social media platforms (Twitter, YouTube, Instagram, Reddit, Pinterest, Sina Weibo and mixed platforms). Five themes of research were identified including Dietary patterns, Cooking and recipes, Diet and Health, Public Health and Nutrition and Food in general. Papers developed a sentiment or emotion analysis tool or used available open-source tools. Accuracy to predict sentiment ranged from 33.33% (open-source engine) to 98.53% (engine developed for the study). The average proportion of sentiment was 38.8% positive, 46.6% neutral and 28.0% negative. Additional data science techniques used included topic modelling and network analysis. Future research requires optimising data extraction processes from social media platforms, the use of interdisciplinary teams to develop suitable and accurate methods for the subject and the use of complementary methods to gather deeper insights into these complex data.
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Affiliation(s)
- Annika Molenaar
- Department of Nutrition, Dietetics and Food, Monash University, Level 1, 264 Ferntree Gully Road, Notting Hill VIC 3168, Australia
| | - Eva L Jenkins
- Department of Nutrition, Dietetics and Food, Monash University, Level 1, 264 Ferntree Gully Road, Notting Hill VIC 3168, Australia
| | - Linda Brennan
- School of Media and Communication, RMIT University, 124 La Trobe St, MelbourneVIC 3004, Australia
| | - Dickson Lukose
- Monash Data Futures Institute, Monash University, Level 2, 13 Rainforest Walk, Monash University, Clayton VIC 3800, Australia
| | - Tracy A McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Level 1, 264 Ferntree Gully Road, Notting Hill VIC 3168, Australia
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Thai YC, Sim D, McCaffrey TA, Ramadas A, Malini H, Watterson JL. A scoping review of digital workplace wellness interventions in low- and middle-income countries. PLoS One 2023; 18:e0282118. [PMID: 36854022 PMCID: PMC9974126 DOI: 10.1371/journal.pone.0282118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 02/07/2023] [Indexed: 03/02/2023] Open
Abstract
INTRODUCTION Digital technology-based interventions have gained popularity over the last two decades, due to the ease with which they are scalable and low in implementation cost. Multicomponent health promotion programmes, with significant digital components, are increasingly being deployed in the workplace to assess and promote employees' health behaviours and reduce risk of chronic diseases. However, little is known about workplace digital health interventions in low- and middle- income countries (LMICs). METHODS Various combinations of keywords related to "digital health", "intervention", "workplace" and "developing country" were applied in Ovid MEDLINE, EMBASE, CINAHL Plus, PsycINFO, Scopus and Cochrane Library for peer-reviewed articles in English language. Manual searches were performed to supplement the database search. The screening process was conducted in two phases and a narrative synthesis to summarise the data. The review protocol was written prior to undertaking the review (OSF Registry:10.17605/OSF.IO/QPR9J). RESULTS The search strategy identified 10,298 publications, of which 24 were included. Included studies employed the following study designs: randomized-controlled trials (RCTs) (n = 12), quasi-experimental (n = 4), pilot studies (n = 4), pre-post studies (n = 2) and cohort studies (n = 2). Most of the studies reported positive feedback of the use of digital wellness interventions in workplace settings. CONCLUSIONS This review is the first to map and describe the impact of digital wellness interventions in the workplace in LMICs. Only a small number of studies met the inclusion criteria. Modest evidence was found that digital workplace wellness interventions were feasible, cost-effective, and acceptable. However, long-term, and consistent effects were not found, and further studies are needed to provide more evidence. This scoping review identified multiple digital health interventions in LMIC workplace settings and highlighted a few important research gaps.
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Affiliation(s)
- Yi Chiann Thai
- Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Selangor, Malaysia
| | - Deanna Sim
- Department of Nutrition, Dietetics and Food, Monash University, Melbourne, Australia
| | - Tracy A. McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Melbourne, Australia
- * E-mail: (JLW); (TAM)
| | - Amutha Ramadas
- Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Selangor, Malaysia
| | - Hema Malini
- Faculty of Nursing, Universitas Andalas, West Sumatra, Indonesia
| | - Jessica L. Watterson
- Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Selangor, Malaysia
- * E-mail: (JLW); (TAM)
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10
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Mackenzie KM, Kerr DA, Whitton C, Talati Z, McCaffrey TA, Mullan BA. Predicting Perceived Problems in Self-Administered 24-Hour Dietary Recalls: A Quantitative Think-Aloud Study Comparing Automated Self-Assisted 24-Hour Dietary Assessment Tool (ASA24 ®) and INTAKE24© in University Students. Nutrients 2022; 14:nu14204281. [PMID: 36296964 PMCID: PMC9607278 DOI: 10.3390/nu14204281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 10/03/2022] [Accepted: 10/05/2022] [Indexed: 11/26/2022] Open
Abstract
Demographic and psychosocial factors concerning dietary assessment error have been explored, but few studies have investigated the perceived problems experienced when completing dietary recalls. The aim of this research was to (i) compare the perceived problems encountered in two commonly used self-administered 24-hour dietary recall (24HR) programs (INTAKE24© and ASA24®) and (ii) explore whether mindful and habitual eating are associated with perceived problems during dietary recall. A randomised quantitative crossover design and think-aloud methodology were employed. Undergraduate university students (N = 55, Mage = 25.5, SD = 8.2, 75% female) completed a food habits and mindfulness questions pre-program, one 24HR (whilst thinking aloud), and a systems usability scale post-program. A week later, they completed the other 24HR (whilst thinking aloud). During a pilot, a coding frame of perceived problems was devised to quantify participants’ perceived problems. INTAKE24© generated significantly fewer perceived problems across all categories compared to ASA24® (17.2 vs. 33.1, p < 0.001). Of the participants, 68% reported a preference for INTAKE24© over ASA24®. Hierarchical multiple regression showed that habits and systems usability were significant predictors of perceived problems for INTAKE24© only. No significant predictors were found for ASA24®. The results provide insight into perceived problems people may encounter when using 24HR tools.
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Affiliation(s)
- Katlyn M. Mackenzie
- Curtin School of Population Health, Curtin University, Kent Street, Perth 6845, Australia
- Enable Institute, Curtin University, Kent Street, Perth 6845, Australia
| | - Deborah A. Kerr
- Curtin School of Population Health, Curtin University, Kent Street, Perth 6845, Australia
- Curtin Health Innovation Research Institute, Curtin University, Kent Street, Perth 6845, Australia
| | - Clare Whitton
- Curtin School of Population Health, Curtin University, Kent Street, Perth 6845, Australia
- Curtin Health Innovation Research Institute, Curtin University, Kent Street, Perth 6845, Australia
| | - Zenobia Talati
- Curtin School of Population Health, Curtin University, Kent Street, Perth 6845, Australia
| | - Tracy A. McCaffrey
- Department of Nutrition and Dietetics, Monash University, 264 Ferntree Gully Road, Notting Hill 3168, Australia
| | - Barbara A. Mullan
- Curtin School of Population Health, Curtin University, Kent Street, Perth 6845, Australia
- Enable Institute, Curtin University, Kent Street, Perth 6845, Australia
- Correspondence:
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11
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Barber C, Blair M, McCaffrey TA, Palermo C. Employability and employment outcomes of nutrition science graduates: A qualitative exploration. Nutr Diet 2022. [PMID: 36196518 DOI: 10.1111/1747-0080.12777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 07/11/2022] [Accepted: 09/01/2022] [Indexed: 11/30/2022]
Abstract
AIMS This study aimed to explore experiences of employability and employment for graduates of a three-year nutrition science degree. METHODS Qualitative narrative interviews were conducted with a maximum variation sample of 22 nutrition science graduates from one large university in Australia. All graduates (n = 126) from the initiation of the degree in 2015 to current 2021 graduates were eligible for inclusion if they had not gone on to study dietetics. The interviews elicited their stories and experiences of employability and journeys to employment post-graduation. Interviews were analysed using the framework method. RESULTS Analysis of the graduate interviews identified four themes: (1) from graduation to employment; (2) there are challenges to obtaining employment; (3) curriculum can enable employability; and (4) employability resources can support career prospects. In this group, the nutrition science degree on its own was not deemed sufficient to land employment in a desired nutrition-related field. The process of obtaining employment was supported by work experience, social networks, interpersonal skills, and a willingness to relocate. CONCLUSION Building employability skills in the curriculum through the development of professional social networks and a professional identity may be important in improving the employability of nutrition science graduates.
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Affiliation(s)
- Charlotte Barber
- Department of Nutrition, Dietetics and Food, Faculty of Medicine, Nursing & Health Sciences, Monash University, Clayton, Victoria, Australia
| | - Merran Blair
- Department of Nutrition, Dietetics and Food, Faculty of Medicine, Nursing & Health Sciences, Monash University, Clayton, Victoria, Australia
| | - Tracy A McCaffrey
- Department of Nutrition, Dietetics and Food, Faculty of Medicine, Nursing & Health Sciences, Monash University, Clayton, Victoria, Australia
| | - Claire Palermo
- Department of Nutrition, Dietetics and Food, Faculty of Medicine, Nursing & Health Sciences, Monash University, Clayton, Victoria, Australia
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12
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Baldwin JN, Haslam RL, Clarke E, Attia J, Hutchesson MJ, Rollo ME, Callister R, Burrows T, Truby H, McCaffrey TA, Hides L, Bonevski B, Kerr DA, Kirkpatrick SI, Collins CE. Eating Behaviors and Diet Quality: A National Survey of Australian Young Adults. J Nutr Educ Behav 2022; 54:397-405. [PMID: 35534098 DOI: 10.1016/j.jneb.2021.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 11/30/2021] [Accepted: 12/03/2021] [Indexed: 06/14/2023]
Abstract
OBJECTIVE To investigate associations between eating behavior constructs (social eating, perceived competence, habit automaticity, self-determined motivation) and diet quality among young adults. DESIGN Cross-sectional analysis. PARTICIPANTS Young adults (n = 1,005; mean age, 21.7 ± 2.0 years; 85% female) enrolled in the Advice, Ideas, and Motivation for My Eating (Aim4Me) study. MAIN OUTCOME MEASURES Four eating behavior measures collected via online surveys: Social Eating Scale, Perceived Competence in Healthy Eating Scale, Self-Report Behavioral Automaticity Index, and Regulation of Eating Behaviors scales. Diet quality was assessed using the Australian Recommended Food Score (ARFS) and percentage energy from energy-dense, nutrient-poor (EDNP) foods. ANALYSIS Multivariate linear regression investigating associations between eating behavior measures (independent variables) and ARFS and EDNP foods (dependent variables), adjusting for sociodemographic and lifestyle confounders. RESULTS Greater perceived competence in healthy eating and behavioral automaticity for consuming healthy foods, limiting EDNP food intake, and higher intrinsic motivation, integrated regulation, and identified regulation of eating behaviors were associated with higher ARFS and lower percentage energy EDNP foods (P < 0.001). Greater self-reported social influence on eating behaviors was associated with higher ARFS (P = 0.01). Higher amotivation was associated with greater % energy from EDNP foods (P < 0.001). CONCLUSIONS AND IMPLICATIONS Perceived competence, habit automaticity, and self-determined motivation are determinants of diet quality in young adults. These findings support the development of interventions that promote healthy eating habits by focusing on eating behavior constructs and evaluating their use in improving diet quality.
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Affiliation(s)
- Jennifer N Baldwin
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, Australia; Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
| | - Rebecca L Haslam
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, Australia; Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
| | - Erin Clarke
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, Australia; Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
| | - John Attia
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, Australia
| | - Melinda J Hutchesson
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, Australia; Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
| | - Megan E Rollo
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, Australia; Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
| | - Robin Callister
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia; School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, Australia
| | - Tracy Burrows
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, Australia; Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
| | - Helen Truby
- School of Human Movement and Nutrition Sciences, University of Queensland, Brisbane Australia
| | - Tracy A McCaffrey
- Department of Nutrition, Dietetics & Food, Monash University, Clayton, Australia
| | - Leanne Hides
- School of Psychology, University of Queensland, Brisbane, Australia
| | - Billie Bonevski
- Discipline of Public Health, College of Medicine and Public Health, Flinders University, Bedford Park, South Australia
| | - Deborah A Kerr
- Curtin School of Population Health and Curtin Health Innovation Research Institute, Faculty of Health Sciences, Curtin University, Perth, Australia
| | - Sharon I Kirkpatrick
- School of Public Health and Health Systems, University of Waterloo, Waterloo, ON. Canada
| | - Clare E Collins
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, Australia; Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia.
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13
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Govindaraju T, McCaffrey TA, McNeil JJ, Reid CM, Smith BJ, Campbell DJ, Liew D, Owen AJ. Quality of life and associations with health-related behaviours among older adults with increased cardiovascular risk. Nutr Metab Cardiovasc Dis 2022; 32:1146-1153. [PMID: 35260311 DOI: 10.1016/j.numecd.2022.01.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 01/13/2022] [Accepted: 01/17/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND AND AIMS A better understanding of the relationship between cardiovascular disease risk factors and quality of life (QoL) in older age is needed to inform development of risk reduction strategies. This cross-sectional study investigated the association of QoL with health-related behaviours in older adults at risk of heart failure. METHODS AND RESULTS Older adults (N = 328) at risk of heart failure residing in Melbourne, Australia, provided data on QoL and health-related behaviours including physical activity, diet, smoking and alcohol consumption. Multiple linear regression modelling was used to examine associations between health-related behaviours, QoL and its constituent domains. After adjustment for age, gender, body mass index and comorbidities, current smoking was found to have a negative association with the mental component score (MCS) of QoL (β = -0.174, p ≤ 0.01), with a positive association seen between MCS and physical activity (β = 0.130, p = 0.01). Current alcohol use had a positive association with the physical component score (PCS) (β = 0.120, p = 0.02) and saturated fat intake consumption had a negative association with the physical functioning domain of QoL (β = -0.105, p = 0.03) but was not associated with either PCS or MCS. CONCLUSION Engagement of older adults at increased cardiovascular risk with behavioural risk factor modification using QoL as a driver of change may offer new opportunities to promote healthy ageing. Development of such strategies should consider that for some behaviours which are cardiovascular risk factors (alcohol intake, in particular), the positive association to QoL is complicated and needs further deliberation.
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Affiliation(s)
- Thara Govindaraju
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
| | - Tracy A McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Melbourne, Australia
| | - John J McNeil
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
| | - Christopher M Reid
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia; School of Public Health, Curtin University, Perth, Australia
| | - Ben J Smith
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia; Sydney School of Public Health, The University of Sydney, Sydney, Australia
| | - Duncan J Campbell
- St. Vincent's Institute of Medical Research, Melbourne, Australia; University of Melbourne, Parkville, Melbourne, Australia; Department of Medicine, St. Vincent's Hospital, Melbourne, Australia
| | - Danny Liew
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
| | - Alice J Owen
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia.
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14
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Whitton C, Healy JD, Collins CE, Mullan B, Rollo ME, Dhaliwal SS, Norman R, Boushey CJ, Delp EJ, Zhu F, McCaffrey TA, Kirkpatrick SI, Atyeo P, Mukhtar SA, Wright JL, Ramos-García C, Pollard CM, Kerr DA. Accuracy and Cost-effectiveness of Technology-Assisted Dietary Assessment Comparing the Automated Self-administered Dietary Assessment Tool, Intake24, and an Image-Assisted Mobile Food Record 24-Hour Recall Relative to Observed Intake: Protocol for a Randomized Crossover Feeding Study. JMIR Res Protoc 2021; 10:e32891. [PMID: 34924357 PMCID: PMC8726032 DOI: 10.2196/32891] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 11/03/2021] [Accepted: 11/10/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The assessment of dietary intake underpins population nutrition surveillance and nutritional epidemiology and is essential to inform effective public health policies and programs. Technological advances in dietary assessment that use images and automated methods have the potential to improve accuracy, respondent burden, and cost; however, they need to be evaluated to inform large-scale use. OBJECTIVE The aim of this study is to compare the accuracy, acceptability, and cost-effectiveness of 3 technology-assisted 24-hour dietary recall (24HR) methods relative to observed intake across 3 meals. METHODS Using a controlled feeding study design, 24HR data collected using 3 methods will be obtained for comparison with observed intake. A total of 150 healthy adults, aged 18 to 70 years, will be recruited and will complete web-based demographic and psychosocial questionnaires and cognitive tests. Participants will attend a university study center on 3 separate days to consume breakfast, lunch, and dinner, with unobtrusive documentation of the foods and beverages consumed and their amounts. Following each feeding day, participants will complete a 24HR process using 1 of 3 methods: the Automated Self-Administered Dietary Assessment Tool, Intake24, or the Image-Assisted mobile Food Record 24-Hour Recall. The sequence of the 3 methods will be randomized, with each participant exposed to each method approximately 1 week apart. Acceptability and the preferred 24HR method will be assessed using a questionnaire. Estimates of energy, nutrient, and food group intake and portion sizes from each 24HR method will be compared with the observed intake for each day. Linear mixed models will be used, with 24HR method and method order as fixed effects, to assess differences in the 24HR methods. Reporting bias will be assessed by examining the ratios of reported 24HR intake to observed intake. Food and beverage omission and intrusion rates will be calculated, and differences by 24HR method will be assessed using chi-square tests. Psychosocial, demographic, and cognitive factors associated with energy misestimation will be evaluated using chi-square tests and multivariable logistic regression. The financial costs, time costs, and cost-effectiveness of each 24HR method will be assessed and compared using repeated measures analysis of variance tests. RESULTS Participant recruitment commenced in March 2021 and is planned to be completed by the end of 2021. CONCLUSIONS This protocol outlines the methodology of a study that will evaluate the accuracy, acceptability, and cost-effectiveness of 3 technology-enabled dietary assessment methods. This will inform the selection of dietary assessment methods in future studies on nutrition surveillance and epidemiology. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN12621000209897; https://tinyurl.com/2p9fpf2s. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/32891.
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Affiliation(s)
- Clare Whitton
- School of Population Health, Faculty of Health Sciences, Curtin University, Perth, Australia
| | - Janelle D Healy
- School of Population Health, Faculty of Health Sciences, Curtin University, Perth, Australia
| | - Clare E Collins
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, Australia
- Priority Research Centre in Physical Activity and Nutrition, University of Newcastle, Newcastle, Australia
| | - Barbara Mullan
- Enable Institute, Faculty of Health Sciences, Curtin University, Perth, Australia
| | - Megan E Rollo
- School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, Australia
- Priority Research Centre in Physical Activity and Nutrition, University of Newcastle, Newcastle, Australia
| | - Satvinder S Dhaliwal
- Curtin Health Innovation Research Institute, Faculty of Health Sciences, Curtin University, Perth, Australia
- Duke-NUS Medical School, National University of Singapore, Singapore, Singapore
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, Pulau Pinang, Malaysia
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Perth, Australia
| | - Richard Norman
- School of Population Health, Faculty of Health Sciences, Curtin University, Perth, Australia
- Enable Institute, Faculty of Health Sciences, Curtin University, Perth, Australia
| | - Carol J Boushey
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, United States
| | - Edward J Delp
- School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, United States
| | - Fengqing Zhu
- School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, United States
| | - Tracy A McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Melbourne, Australia
| | | | - Paul Atyeo
- Health Section, Health and Disability Branch, Australian Bureau of Statistics, Canberra, Australia
| | - Syed Aqif Mukhtar
- School of Population Health, Faculty of Health Sciences, Curtin University, Perth, Australia
| | - Janine L Wright
- School of Population Health, Faculty of Health Sciences, Curtin University, Perth, Australia
| | - César Ramos-García
- School of Population Health, Faculty of Health Sciences, Curtin University, Perth, Australia
- Division of Health Sciences, Tonalá University Center, University of Guadalajara, Guadalajara, Mexico
| | - Christina M Pollard
- School of Population Health, Faculty of Health Sciences, Curtin University, Perth, Australia
- Enable Institute, Faculty of Health Sciences, Curtin University, Perth, Australia
- Curtin Health Innovation Research Institute, Faculty of Health Sciences, Curtin University, Perth, Australia
| | - Deborah A Kerr
- School of Population Health, Faculty of Health Sciences, Curtin University, Perth, Australia
- Curtin Health Innovation Research Institute, Faculty of Health Sciences, Curtin University, Perth, Australia
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15
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Kleve S, Bennett CJ, Davidson ZE, Kellow NJ, McCaffrey TA, O’Reilly S, Enticott J, Moran LJ, Harrison CL, Teede H, Lim S. Food Insecurity Prevalence, Severity and Determinants in Australian Households during the COVID-19 Pandemic from the Perspective of Women. Nutrients 2021; 13:nu13124262. [PMID: 34959816 PMCID: PMC8706915 DOI: 10.3390/nu13124262] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 11/24/2021] [Accepted: 11/25/2021] [Indexed: 01/27/2023] Open
Abstract
This study aimed to describe the prevalence, severity and socio-demographic predictors of food insecurity in Australian households during the COVID-19 pandemic in 2020, from the perspective of women. A cross-sectional online survey of Australian (18–50 years) women was conducted. The survey collected demographic information and utilised the 18-item US Department of Agriculture Household Food Security Survey Module and the Kessler Psychological Distress Scale (K10). A multivariable regression was used to identify predictors of food security status. In this cohort (n = 1005), 19.6% were living in households experiencing food insecurity; with 11.8% experiencing low food-security and 7.8% very low food-security. A further 13.7% of households reported marginal food-security. Poor mental health status (K10 score ≥ 20) predicted household food insecurity at all levels. The presence of more than three children in the household was associated with low food-security (OR 6.24, 95% CI: 2.59–15.03). Those who were renting were 2.10 (95% CI: 1.09–4.05) times likely to experience very low food-security than those owning their own home. The COVID-19 pandemic may have contributed to an increased prevalence of household food insecurity. This study supports the need for a range of responses that address mental health, financial, employment and housing support to food security in Australia.
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Affiliation(s)
- Sue Kleve
- Department of Nutrition, Dietetics and Food, School of Clinical Sciences, Monash University, Melbourne, VIC 3168, Australia; (C.J.B.); (Z.E.D.); (N.J.K.); (T.A.M.)
- Correspondence: ; Tel.: +61-3-9902-4268
| | - Christie J. Bennett
- Department of Nutrition, Dietetics and Food, School of Clinical Sciences, Monash University, Melbourne, VIC 3168, Australia; (C.J.B.); (Z.E.D.); (N.J.K.); (T.A.M.)
| | - Zoe E. Davidson
- Department of Nutrition, Dietetics and Food, School of Clinical Sciences, Monash University, Melbourne, VIC 3168, Australia; (C.J.B.); (Z.E.D.); (N.J.K.); (T.A.M.)
| | - Nicole J. Kellow
- Department of Nutrition, Dietetics and Food, School of Clinical Sciences, Monash University, Melbourne, VIC 3168, Australia; (C.J.B.); (Z.E.D.); (N.J.K.); (T.A.M.)
| | - Tracy A. McCaffrey
- Department of Nutrition, Dietetics and Food, School of Clinical Sciences, Monash University, Melbourne, VIC 3168, Australia; (C.J.B.); (Z.E.D.); (N.J.K.); (T.A.M.)
| | - Sharleen O’Reilly
- School of Agriculture and Food Science, University College Dublin, Belfield, D04 V1W8 Dublin, Ireland;
| | - Joanne Enticott
- Monash Centre for Health Research and Implementation (MCHRI), School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3168, Australia; (J.E.); (L.J.M.); (C.L.H.); (H.T.); (S.L.)
| | - Lisa J. Moran
- Monash Centre for Health Research and Implementation (MCHRI), School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3168, Australia; (J.E.); (L.J.M.); (C.L.H.); (H.T.); (S.L.)
| | - Cheryce L. Harrison
- Monash Centre for Health Research and Implementation (MCHRI), School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3168, Australia; (J.E.); (L.J.M.); (C.L.H.); (H.T.); (S.L.)
| | - Helena Teede
- Monash Centre for Health Research and Implementation (MCHRI), School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3168, Australia; (J.E.); (L.J.M.); (C.L.H.); (H.T.); (S.L.)
| | - Siew Lim
- Monash Centre for Health Research and Implementation (MCHRI), School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3168, Australia; (J.E.); (L.J.M.); (C.L.H.); (H.T.); (S.L.)
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16
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Hutchesson M, Rollo M, Burrows T, McCaffrey TA, Kirkpatrick SI, Kerr D, Truby H, Clarke E, Collins CE. Current practice, perceived barriers and resource needs related to measurement of dietary intake, analysis and interpretation of data: A survey of Australian nutrition and dietetics practitioners and researchers. Nutr Diet 2021; 78:365-373. [PMID: 34109725 DOI: 10.1111/1747-0080.12692] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 04/15/2021] [Accepted: 05/11/2021] [Indexed: 01/26/2023]
Abstract
AIM To inform future training and professional development for individuals who measure, analyse and interpret dietary intake data. METHODS A cross-sectional online survey was distributed via e-newsletter to members of Dietitians Australia, Dietitian Connection and Nutrition Society Australia. The survey included 37 questions on three key areas of practice: (a) methods used to assess dietary intake, (b) barriers faced when conducting dietary intake assessment and (c) resources needed to optimise collection, analysis and interpretation of dietary intake data. RESULTS Of 173 responses, 103 respondents provided complete data over 2 weeks. Of these, 76% were APDs. The majority (90%) indicated that dietary assessment was important in their role. Respondents (63%) undertook dietary assessments to inform individual/patient care. When assessing intakes, the majority (79%) were interested in examining food/food group intakes. Paper based methods were most commonly used and diet histories, food frequency questionnaires and 24-hour recalls were the most frequently used methods. The biggest barrier identified to implementing dietary assessment methods into practice was participant burden. Over a third of respondents reported they had received specific training on selecting an appropriate dietary assessment method. The majority of respondents (83%) believed having access to a dietary assessment methods toolkit would be useful. CONCLUSION Survey findings provide insight into the need for further capacity building strategies, including professional development to improve collection, analysis and interpretation of dietary intake for Australian nutritionists and dietitians. The creation of online resources could help overcome identified barriers and provide a link to best practice methodologies and contemporary tools.
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Affiliation(s)
- Melinda Hutchesson
- School of Health Sciences, Faculty of Health and Medicine, University of Newcastle, Callaghan, Australia.,Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
| | - Megan Rollo
- School of Health Sciences, Faculty of Health and Medicine, University of Newcastle, Callaghan, Australia.,Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
| | - Tracy Burrows
- School of Health Sciences, Faculty of Health and Medicine, University of Newcastle, Callaghan, Australia.,Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
| | - Tracy A McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Melbourne, Australia
| | - Sharon I Kirkpatrick
- School of Public Health and Health Systems, University of Waterloo, Waterloo, Canada
| | - Deborah Kerr
- School of Public Health, Curtin University, Perth, Australia
| | - Helen Truby
- School of Human Movement and Nutrition Sciences, University of Queensland, Brisbane, Australia
| | - Erin Clarke
- School of Health Sciences, Faculty of Health and Medicine, University of Newcastle, Callaghan, Australia.,Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
| | - Clare E Collins
- School of Health Sciences, Faculty of Health and Medicine, University of Newcastle, Callaghan, Australia.,Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, Australia
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17
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Molenaar A, Saw WY, Brennan L, Reid M, Lim MSC, McCaffrey TA. Effects of Advertising: A Qualitative Analysis of Young Adults' Engagement with Social Media About Food. Nutrients 2021; 13:nu13061934. [PMID: 34199960 PMCID: PMC8226576 DOI: 10.3390/nu13061934] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 06/01/2021] [Accepted: 06/03/2021] [Indexed: 11/16/2022] Open
Abstract
Young adults are constantly exposed to energy-dense, nutrient-poor food and beverages, particularly through advertising. Exposure can influence poor food choices and negatively impact health. This study aimed to understand young adults' attitudes and experiences associated with food-related advertisements, particularly on social media. This qualitative analysis involved n = 166 Australian 18 to 24-year-olds who were involved in a four-week online conversation on different areas relating to health, social media, and eating. Inductive thematic analysis was utilised on two forums on the recall and perceptions of food-related advertisements. Young adults commonly mentioned aspects of the marketing mix (promotion, product, price, and place) in food advertisements. Participants were more readily able to recall energy-dense, nutrient-poor food advertisements compared to healthy food-related advertisements. Digital advertisements were often discussed alongside the use of ad-blockers and algorithms which tailored their social media viewing to what they like. Participants felt constant exposure to unhealthy food advertisements hindered their ability to realise healthy eating behaviours and created feelings of guilt. This current analysis highlights the need to provide an advertising environment that appropriately motivates healthy eating and a food environment that allows healthy food to be the affordable and convenient option.
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Affiliation(s)
- Annika Molenaar
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill 3168, Australia; (A.M.); (W.Y.S.)
| | - Wei Yee Saw
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill 3168, Australia; (A.M.); (W.Y.S.)
| | - Linda Brennan
- School of Media and Communication, RMIT University, Melbourne 3000, Australia;
| | - Mike Reid
- School of Economics, Finance and Marketing, RMIT University, Melbourne 3000, Australia;
| | - Megan S. C. Lim
- Behaviours and Health Risks, Burnet Institute, Melbourne 3004, Australia;
- Melbourne School of Population and Global Health, University of Melbourne, Carlton 3053, Australia
| | - Tracy A. McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill 3168, Australia; (A.M.); (W.Y.S.)
- Correspondence: ; Tel.: +61-3-9905-6862
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18
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Jenkins EL, Legrand S, Brennan L, Molenaar A, Reid M, McCaffrey TA. Psycho-Behavioural Segmentation in Food and Nutrition: A Systematic Scoping Review of the Literature. Nutrients 2021; 13:1795. [PMID: 34070404 PMCID: PMC8226652 DOI: 10.3390/nu13061795] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 05/20/2021] [Accepted: 05/22/2021] [Indexed: 01/08/2023] Open
Abstract
Inadequate dietary intakes are a key modifiable risk factor to reduce the risk of developing non-communicable diseases. To encourage healthy eating and behaviour change, innovative public health interventions are required. Social marketing, in particular segmentation, can be used to understand and target specific population groups. However, segmentation often uses demographic factors, ignoring the reasons behind why people behave the way they do. This review aims to explore the food and nutrition related research that has utilised psycho-behavioural segmentation. Six databases from were searched in June 2020. Inclusion criteria were: published 2010 onwards, segmentation by psycho-behavioural variables, outcome related to food or nutrition, and healthy adult population over 18 years. 30 studies were included; most were quantitative (n = 28) and all studies used post-hoc segmentation methods, with the tools used to segment the population varying. None of the segments generated were targeted in future research. Psycho-behavioural factors are key in understanding people's behaviour. However, when used in post-hoc segmentation, do not allow for effective targeting as there is no prior understanding of behaviours that need to change within each segment. In future, we should move towards hybrid segmentation to assist with the design of interventions that target behaviours such as healthy eating.
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Affiliation(s)
- Eva L. Jenkins
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill 3168, Australia; (E.L.J.); (S.L.); (A.M.)
| | - Samara Legrand
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill 3168, Australia; (E.L.J.); (S.L.); (A.M.)
| | - Linda Brennan
- School of Media and Communication, RMIT University, Melbourne 3000, Australia;
| | - Annika Molenaar
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill 3168, Australia; (E.L.J.); (S.L.); (A.M.)
| | - Mike Reid
- School of Economics, Finance and Marketing, RMIT University, Melbourne 3000, Australia;
| | - Tracy A. McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill 3168, Australia; (E.L.J.); (S.L.); (A.M.)
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Govindaraju T, McCaffrey TA, McNeil JJ, Reid CM, Smith BJ, Campbell DJ, Owen AJ. Mis-reporting of energy intake among older Australian adults: Prevalence, characteristics, and associations with quality of life. Nutrition 2021; 90:111259. [PMID: 33975061 DOI: 10.1016/j.nut.2021.111259] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 03/26/2021] [Accepted: 03/26/2021] [Indexed: 11/16/2022]
Abstract
OBJECTIVES Mis-reporting is common in dietary assessment, leading to misinterpretation of disease risk and could be important in older adults with increased chronic disease risk. This study investigated the prevalence and characteristics of mis-reporting among older adults and its association with health outcomes including quality of life (QoL). METHODS The study was conducted in 335 community-dwelling older adults at increased risk for cardiovascular disease, participating in the SCReening Evaluation of the Evolution of New Heart Failure Study dietary substudy. Diet was assessed using 4-day weighed food diaries, QoL measured through Short Form 36, and physical activity assessed using the European Prospective Investigation into Cancer and Nutrition physical activity questionnaire. Dietary mis-reporting was defined based on Goldberg cutoffs, using individual physical activity levels. Odds ratios were determined to establish associations between mis-reporting and health outcomes. RESULTS The prevalence of mis-reporting among older adults was 49.3%, with 44.5% of women mis-reporting their energy intake. The study found under-reporting of energy to be associated with body mass index, specifically being overweight (odds ratio: 3.08; 95% confidence interval [CI], 1.54-6.15) and obese (odds ratio: 6.60; 95% CI, 3.05-4.26), as well as physical inactivity (odds ratio: 0.24; 95% CI, 0.14-0.43). Only physical inactivity predicted over-reporting of dietary intake (odds ratio: 7.52; 95% CI, 1.57-36.0). CONCLUSIONS Dietary under-reporting was associated with being overweight, obese, and physically inactive in addition to the absence of comorbidities, reinforcing the need for further research in older adults to factor in dietary mis-reporting for meaningful diet-disease relationship analyses.
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Affiliation(s)
- Thara Govindaraju
- Monash University, School of Public Health & Preventive Medicine, Melbourne, Australia
| | - Tracy A McCaffrey
- Monash University, Department of Nutrition, Dietetics and Food, Melbourne, Australia
| | - John J McNeil
- Monash University, School of Public Health & Preventive Medicine, Melbourne, Australia
| | - Christopher M Reid
- Monash University, School of Public Health & Preventive Medicine, Melbourne, Australia; Curtin University, School of Public Health, Perth, Australia
| | - Ben J Smith
- Monash University, School of Public Health & Preventive Medicine, Melbourne, Australia; The University of Sydney, Sydney School of Public Health, Sydney, Australia
| | - Duncan J Campbell
- St. Vincent's Institute of Medical Research, Fitzroy, Melbourne, Australia; University of Melbourne, Parkville, Melbourne, Australia; St. Vincent's Hospital, Melbourne, Australia
| | - Alice J Owen
- Monash University, School of Public Health & Preventive Medicine, Melbourne, Australia.
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20
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Brennan L, Chin S, Molenaar A, Barklamb AM, Lim MSC, Reid M, Truby H, Jenkins EL, McCaffrey TA. Beyond Body Weight: Design and Validation of Psycho-Behavioural Living and Eating for Health Segments (LEHS) Profiles for Social Marketing. Nutrients 2020; 12:E2882. [PMID: 32967237 PMCID: PMC7551873 DOI: 10.3390/nu12092882] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 09/10/2020] [Accepted: 09/16/2020] [Indexed: 12/16/2022] Open
Abstract
Obesity, sedentary behaviour, and poor dietary habits amongst young adults are growing concerns, with this age group being in a worse state of health and nutrition than adolescents and adults. This paper presents the procedures for establishing a new instrument for defining behaviours in relation to healthy lifestyle and food choices amongst young adults (Living and Eating for Health Segments: LEHS). The aim of this paper is to outline the instrument design protocol for external validation and to permit replication in other studies. The instrument design process used a multi-step social marketing instrument design method. This approach has previously been used in designing valid and reliable measures in marketing and consumer research, including social marketing. The protocol established six psycho-behavioural LEHS profiles for young adults. These profiles are: Lifestyle Mavens (15.4%), Aspirational Healthy Eaters (27.5%), Balanced-all Rounders (21.4%), Health Conscious (21.1%), Contemplating Another Day (11.2%), and Blissfully Unconcerned (3.4%). Each of these profiles provided insights into psycho-behavioural characteristics that can be used in designing apposite social media social marketing campaigns.
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Affiliation(s)
- Linda Brennan
- School of Media and Communication, RMIT University, Melbourne 3004, Australia; (L.B.); (S.C.)
| | - Shinyi Chin
- School of Media and Communication, RMIT University, Melbourne 3004, Australia; (L.B.); (S.C.)
| | - Annika Molenaar
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill 3168, Australia; (A.M.); (A.M.B.); (E.L.J.)
| | - Amy M. Barklamb
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill 3168, Australia; (A.M.); (A.M.B.); (E.L.J.)
| | - Megan SC Lim
- Behaviours and Health Risks, Burnet Institute, Melbourne 3004, Australia;
- Melbourne School of Population and Global Health, University of Melbourne, Carlton 3053, Australia
| | - Mike Reid
- School of Economics, Finance and Marketing, RMIT University, Melbourne 3000, Australia;
| | - Helen Truby
- School of Human Movement and Nutrition Sciences, The University of Queensland, Brisbane 4072, Australia;
| | - Eva L. Jenkins
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill 3168, Australia; (A.M.); (A.M.B.); (E.L.J.)
| | - Tracy A. McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill 3168, Australia; (A.M.); (A.M.B.); (E.L.J.)
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21
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Jenkins EL, Ilicic J, Barklamb AM, McCaffrey TA. Assessing the Credibility and Authenticity of Social Media Content for Applications in Health Communication: Scoping Review. J Med Internet Res 2020; 22:e17296. [PMID: 32706675 PMCID: PMC7413282 DOI: 10.2196/17296] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 03/16/2020] [Accepted: 04/20/2020] [Indexed: 12/27/2022] Open
Abstract
Background Nutrition science is currently facing issues regarding the public’s perception of its credibility, with social media (SM) influencers increasingly becoming a key source for nutrition-related information with high engagement rates. Source credibility and, to an extent, authenticity have been widely studied in marketing and communications but have not yet been considered in the context of nutrition or health communication. Thus, an investigation into the factors that impact perceived source and message credibility and authenticity is of interest to inform health communication on SM. Objective This study aims to explore the factors that impact message and source credibility (which includes trustworthiness and expertise) or authenticity judgments on SM platforms to better inform nutrition science SM communication best practices. Methods A total of 6 databases across a variety of disciplines were searched in March 2019. The inclusion criteria were experimental studies, studies focusing on microblogs, studies focusing on healthy adult populations, and studies focusing on either source credibility or authenticity. Exclusion criteria were studies involving participants aged under 18 years and clinical populations, gray literature, blogs, WeChat conversations, web-based reviews, non-English papers, and studies not involving participants’ perceptions. Results Overall, 22 eligible papers were included, giving a total of 25 research studies. Among these studies, Facebook and Twitter were the most common SM platforms investigated. The most effective communication style differed depending on the SM platform. Factors reported to impact credibility included language used online, expertise heuristics, and bandwagon heuristics. No papers were found that assessed authenticity. Conclusions Credibility and authenticity are important concepts studied extensively in the marketing and communications disciplines; however, further research is required in a health context. Instagram is a less-researched platform in comparison with Facebook and Twitter.
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Affiliation(s)
- Eva L Jenkins
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill, Australia
| | - Jasmina Ilicic
- Monash Business School, Monash University, Caulfield East, Australia
| | - Amy M Barklamb
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill, Australia
| | - Tracy A McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill, Australia
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22
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Jenkins EL, Ilicic J, Molenaar A, Chin S, McCaffrey TA. Strategies to Improve Health Communication: Can Health Professionals be Heroes? Nutrients 2020; 12:E1861. [PMID: 32580495 PMCID: PMC7353280 DOI: 10.3390/nu12061861] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 06/11/2020] [Accepted: 06/17/2020] [Indexed: 01/17/2023] Open
Abstract
Communicating evidence-based nutrition messages to the public is challenging and is often in conflict with popular opinions, particularly from social media influencers (SMIs). In order to increase engagement with nutrition professionals (NPs) on social media, we aimed to explore young adults' perceptions of the authenticity and trustworthiness of SMIs and NPs Instagram posts. A cross-sectional questionnaire was administered to students (n = 149) from an Australian University. Participants viewed a real-life Instagram profile and one post from both a NP and a SMI. Main outcomes were post authenticity and trustworthiness, and emotional message appeals measured on five-point Likert scales. Regression models were developed to assess whose post (the NP or SMI) was perceived to be more authentic and trustworthy. Participants were young adults (median age (25th, 75th percentiles): 20 (19,21)), with approximately half identifying as female. A high heroic message appeal (+1SD above mean) significantly increased the perceived authenticity of the NPs post only (p = 0.01). Post authenticity enhanced post trustworthiness, but only when a heroic message appeal was used by the NP. When appropriate, NPs should convey positive emotions such as bravery and success to enhance the authenticity and trustworthiness of their posts.
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Affiliation(s)
- Eva L. Jenkins
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill 3168, Australia; (E.L.J.); (A.M.)
| | - Jasmina Ilicic
- Monash Business School, Monash University, Caulfield East 3145, Australia;
| | - Annika Molenaar
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill 3168, Australia; (E.L.J.); (A.M.)
| | - Shinyi Chin
- School of Media and Communications, Royal Melbourne Institute of Technology, Melbourne 3004, Australia;
| | - Tracy A. McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Notting Hill 3168, Australia; (E.L.J.); (A.M.)
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23
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Gadowski AM, McCaffrey TA, Heritier S, Curtis AJ, Nanayakkara N, Zoungas S, Owen AJ. Development, Relative Validity and Reproducibility of the Aus-SDS (Australian Short Dietary Screener) in Adults Aged 70 Years and Above. Nutrients 2020; 12:E1436. [PMID: 32429271 PMCID: PMC7284974 DOI: 10.3390/nu12051436] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 05/08/2020] [Accepted: 05/14/2020] [Indexed: 01/05/2023] Open
Abstract
The aim of this study was to assess the relative validity and reproducibility of a six-item Australian Short Dietary Screener (Aus-SDS). The Aus-SDS assessed the daily intake of core food groups (vegetables, fruits, legumes and beans, cereals, protein sources and dairy sources) in 100 Australians (52 males and 48 females) aged ≥70 years. Relative validity was assessed by comparing intakes from the Aus-SDS1 with an average of three 24-hour recalls (24-HRs), and reproducibility using two administrations of the Aus-SDS (Aus-SDS1 and Aus-SDS2). Cohen's kappa statistic between the Aus-SDS1 and 24-HRs showed moderate to good agreement, ranging from 0.44 for fruits and dairy to 0.64 for protein. There was poor agreement for legume intake (0.12). Bland-Altman plots demonstrated acceptable limits of agreement between the Aus-SDS1 and 24-HRs for all food groups. Median intakes obtained from Aus-SDS1 and Aus-SDS2 did not differ. For all food groups, Cohen's kappa statistic ranged from 0.68 to 0.89, indicating acceptable agreement between the Aus-SDS1 and Aus-SDS2. Spearman's correlation coefficient between Aus-SDS1 and 24-HRs across all food groups ranged from 0.64 for fruit to 0.83 for protein. We found the Aus-SDS to be a useful tool in assessing daily intake of core food groups in this population.
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Affiliation(s)
- Adelle M. Gadowski
- School of Public Health and Preventive Medicine, Monash University, Melbourne VIC 3004, Australia; (A.M.G.); (S.H.); (A.J.C.); (N.N.); (S.Z.)
| | - Tracy A. McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Clayton 3168, Australia;
| | - Stephane Heritier
- School of Public Health and Preventive Medicine, Monash University, Melbourne VIC 3004, Australia; (A.M.G.); (S.H.); (A.J.C.); (N.N.); (S.Z.)
| | - Andrea J. Curtis
- School of Public Health and Preventive Medicine, Monash University, Melbourne VIC 3004, Australia; (A.M.G.); (S.H.); (A.J.C.); (N.N.); (S.Z.)
| | - Natalie Nanayakkara
- School of Public Health and Preventive Medicine, Monash University, Melbourne VIC 3004, Australia; (A.M.G.); (S.H.); (A.J.C.); (N.N.); (S.Z.)
| | - Sophia Zoungas
- School of Public Health and Preventive Medicine, Monash University, Melbourne VIC 3004, Australia; (A.M.G.); (S.H.); (A.J.C.); (N.N.); (S.Z.)
| | - Alice J. Owen
- School of Public Health and Preventive Medicine, Monash University, Melbourne VIC 3004, Australia; (A.M.G.); (S.H.); (A.J.C.); (N.N.); (S.Z.)
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24
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Brennan L, Klassen K, Weng E, Chin S, Molenaar A, Reid M, Truby H, McCaffrey TA. A social marketing perspective of young adults' concepts of eating for health: is it a question of morality? Int J Behav Nutr Phys Act 2020; 17:44. [PMID: 32228706 PMCID: PMC7106857 DOI: 10.1186/s12966-020-00946-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Accepted: 03/16/2020] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Poor dietary choices are a risk factor for non-communicable diseases. Young adults have low levels of engagement towards their health and may not see the importance in the adoption of healthy eating behaviours at this stage in their lives. Here we utilise social marketing principles, digital ethnography and online conversations to gain insights into young adults' attitudes and sentiments towards healthy eating. METHODS Young Australian adults who use social media at least twice a day were recruited by a commercial field house. Using a mixture of methods, combining online polls, forums and conversations, participants (n = 195, 18-24 years old) engaged in facilitated discussions over an extended 4 week period about health and eating-related topics. Data were analysed using thematic analysis constant comparison approach. A post-hoc conceptual framework related to religion was theorised and used as a metaphor to describe the results. RESULTS Findings demonstrate that different segments of young adults with varying attitudes and interest towards healthy eating exist. We developed a conceptual framework based on consumer segmentation which adopted religious metaphors as a typology of 'consumers'. Some young adults practice and believe in the message of healthy eating (saints), whilst some oppose these messages and are not motivated to make any change (sinners), another segment are both aware of and interested in the issues but do not put healthy eating behaviours as a current priority (person in the pew). CONCLUSIONS Consumer segmentation and social marketing techniques assist health professionals to understand their target audience and tailor specific messages to different segments. Segmentation provides insights on which groups may be most easily influenced to adopt the desired behaviours. The typology presented may be a useful tool for health professionals and social marketers to design strategies to engage young adults in healthy eating, particularly those in the pew who are contemplating a change but lacking the motivation. The utilisation of marketing segmentation in health promotion has the potential to enhance health messaging by tailoring messages to specific segments based on their needs, beliefs and intentions and therefore drive the efficient use of resources towards those most likely to change.
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Affiliation(s)
- Linda Brennan
- School of Media and Communications, RMIT University, Building 9, 124 La Trobe Street, Melbourne, VIC 3004 Australia
| | - Karen Klassen
- Department of Nutrition, Dietetics and Food, Monash University, Level 1, 264 Ferntree Gully Road, Notting Hill, VIC 3168 Australia
| | - Enqi Weng
- Faculty of Arts and Education, Deakin University, 221 Burwood Hwy, Burwood, VIC 3125 Australia
| | - Shinyi Chin
- School of Media and Communications, RMIT University, Building 9, 124 La Trobe Street, Melbourne, VIC 3004 Australia
| | - Annika Molenaar
- Department of Nutrition, Dietetics and Food, Monash University, Level 1, 264 Ferntree Gully Road, Notting Hill, VIC 3168 Australia
| | - Michael Reid
- School of Economics, Finance and Marketing, RMIT University, Building 80, 445 Swanston Street, Melbourne, VIC 3000 Australia
| | - Helen Truby
- Department of Nutrition, Dietetics and Food, Monash University, Level 1, 264 Ferntree Gully Road, Notting Hill, VIC 3168 Australia
| | - Tracy A. McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Level 1, 264 Ferntree Gully Road, Notting Hill, VIC 3168 Australia
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Owen AJ, Abramson MJ, Ikin JF, McCaffrey TA, Pomeroy S, Borg BM, Gao CX, Brown D, Liew D. Recommended Intake of Key Food Groups and Cardiovascular Risk Factors in Australian Older, Rural-Dwelling Adults. Nutrients 2020; 12:nu12030860. [PMID: 32210180 PMCID: PMC7146596 DOI: 10.3390/nu12030860] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 03/20/2020] [Accepted: 03/21/2020] [Indexed: 01/01/2023] Open
Abstract
This study examined the relationship between diet quality scores and cardiometabolic risk factors in regionally-dwelling older Australian adults with increased cardiovascular risk. This study was a cross-sectional analysis of demographic, anthropometric, and cardiometabolic risk factor data from 458 participants of the Cardiovascular Stream of the Hazelwood Health Study. Participants completed a 120 item semi-quantitative food frequency questionnaire. Multivariable linear regression adjusting for age, sex, smoking, physical activity, education, diabetes, and body mass index was used to examine the relationship between diet and cardiometabolic risk factors. Mean (SD) age of participants was 71 (8) years, and 55% were male. More than half of men and women did not meet recommended intakes of fibre, while 60% of men and 42% of women exceeded recommended dietary sodium intakes. Higher diet quality in terms of intake of vegetables, grains, and non-processed meat, as well as intake of non-fried fish, was associated with more favourable cardiometabolic risk profiles, while sugar-sweetened soft drink intake was strongly associated with adverse cardiometabolic risk factor levels. In older, regionally-dwelling adults, dietary public health strategies that address whole grain products, vegetable and fish consumption, and sugar-sweetened soft-drink intake may be of benefit in reducing cardiometabolic risk.
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Affiliation(s)
- Alice J. Owen
- School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Rd, Melbourne, VIC 3004, Australia; (M.J.A.); (J.F.I.); (S.P.); (B.M.B.); (C.X.G.); (D.B.); (D.L.)
- Correspondence: ; Tel.: +61-3-9903-0045
| | - Michael J. Abramson
- School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Rd, Melbourne, VIC 3004, Australia; (M.J.A.); (J.F.I.); (S.P.); (B.M.B.); (C.X.G.); (D.B.); (D.L.)
| | - Jill F. Ikin
- School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Rd, Melbourne, VIC 3004, Australia; (M.J.A.); (J.F.I.); (S.P.); (B.M.B.); (C.X.G.); (D.B.); (D.L.)
| | - Tracy A. McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Melbourne, VIC 3168, Australia;
| | - Sylvia Pomeroy
- School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Rd, Melbourne, VIC 3004, Australia; (M.J.A.); (J.F.I.); (S.P.); (B.M.B.); (C.X.G.); (D.B.); (D.L.)
| | - Brigitte M. Borg
- School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Rd, Melbourne, VIC 3004, Australia; (M.J.A.); (J.F.I.); (S.P.); (B.M.B.); (C.X.G.); (D.B.); (D.L.)
- Respiratory Medicine, Alfred Hospital, Melbourne, VIC 3004, Australia
| | - Caroline X. Gao
- School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Rd, Melbourne, VIC 3004, Australia; (M.J.A.); (J.F.I.); (S.P.); (B.M.B.); (C.X.G.); (D.B.); (D.L.)
| | - David Brown
- School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Rd, Melbourne, VIC 3004, Australia; (M.J.A.); (J.F.I.); (S.P.); (B.M.B.); (C.X.G.); (D.B.); (D.L.)
| | - Danny Liew
- School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Rd, Melbourne, VIC 3004, Australia; (M.J.A.); (J.F.I.); (S.P.); (B.M.B.); (C.X.G.); (D.B.); (D.L.)
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Rounsefell K, Gibson S, McLean S, Blair M, Molenaar A, Brennan L, Truby H, McCaffrey TA. Social media, body image and food choices in healthy young adults: A mixed methods systematic review. Nutr Diet 2020; 77:19-40. [PMID: 31583837 PMCID: PMC7384161 DOI: 10.1111/1747-0080.12581] [Citation(s) in RCA: 96] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 07/17/2019] [Accepted: 08/11/2019] [Indexed: 12/16/2022]
Abstract
AIM Negative body image increases the risk of engaging in unhealthy dieting and disordered eating patterns. This review evaluated the impact of habitual social media engagement or exposure to image-related content on body image and food choices in healthy young adults (18-30 years). METHODS A systematic search of six databases of observational literature published 2005-2019, was conducted (PROSPERO Registration No. CRD42016036588). Inclusion criteria were: studies reporting social media engagement (posting, liking, commenting) or exposure to image-related content in healthy young adults. Outcomes were: body image (satisfaction or dissatisfaction) and food choices (healthy eating, dieting/restricting, overeating/binging). Two authors independently screened, coded and evaluated studies for methodological quality. RESULTS Thirty studies were identified (n = 11 125 participants). Quantitative analysis (n = 26) identified social media engagement or exposure to image-related content was associated with higher body dissatisfaction, dieting/restricting food, overeating, and choosing healthy foods. Qualitative analysis (n = 4) identified five themes: (i) social media encourages comparison between users, (ii) comparisons heighten feelings about the body, (iii) young adults modify their appearance to portray a perceived ideal image, (iv) young adults are aware of social media's impact on body image and food choices, however, (v) external validation via social media is pursued. Most studies (n = 17) controlled for some confounding variables (age, gender, BMI, ethnicity). CONCLUSIONS Social media engagement or exposure to image-related content may negatively impact body image and food choice in some healthy young adults. Health professionals designing social media campaigns for young adults should consider image-related content, to not heighten body dissatisfaction.
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Affiliation(s)
- Kim Rounsefell
- Department of Nutrition, Dietetics and FoodMonash UniversityMelbourneVictoriaAustralia
| | - Simone Gibson
- Department of Nutrition, Dietetics and FoodMonash UniversityMelbourneVictoriaAustralia
| | - Siân McLean
- Institute for Health and SportVictoria UniversityMelbourneVictoriaAustralia
- School of Psychology and Public HealthLa Trobe UniversityMelbourneVictoriaAustralia
| | - Merran Blair
- Department of Nutrition, Dietetics and FoodMonash UniversityMelbourneVictoriaAustralia
| | - Annika Molenaar
- Department of Nutrition, Dietetics and FoodMonash UniversityMelbourneVictoriaAustralia
| | - Linda Brennan
- School of Media and Communication, RMIT UniversityMelbourneVictoriaAustralia
| | - Helen Truby
- Department of Nutrition, Dietetics and FoodMonash UniversityMelbourneVictoriaAustralia
| | - Tracy A. McCaffrey
- Department of Nutrition, Dietetics and FoodMonash UniversityMelbourneVictoriaAustralia
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Blair M, Kellow NJ, Dordevic AL, Evans S, Caissutti J, McCaffrey TA. Health Benefits of Whey or Colostrum Supplementation in Adults ≥35 Years; a Systematic Review. Nutrients 2020; 12:E299. [PMID: 31979025 PMCID: PMC7070284 DOI: 10.3390/nu12020299] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 01/17/2020] [Accepted: 01/19/2020] [Indexed: 01/20/2023] Open
Abstract
Food-health claims are an important method of translating nutrition research to consumers. Whey and colostrum are thought to exert health benefits to adults, but it is unclear what measurable, objective health benefits they impart. This review aimed to identify the objective health benefits of bovine whey or colostrum-based beverages to healthy adults aged ≥35 years to substantiate a food-health claim. Seven databases were systematically searched. Eligible articles were RCTs that involved healthy adults aged ≥35 years, consuming whey or colostrum in beverage form and measuring objective health markers. Quality assessment and data extraction was conducted in duplicate. The searches identified 9943 papers and 16 were included in this review; 13 studies, reported across 15 papers, related to whey, one study to colostrum. The outcomes identified were body composition, bone mineral density, biochemical markers, such as blood glucose and lipids, and muscle strength and synthesis. Heterogeneous outcomes, high risk of bias and inconsistent findings resulted in inconclusive evidence to substantiate a food-health claim. Clearer reporting and consensus on a minimum set of objective measures would allow for more robust recommendations regarding food-health claims. Protecting consumers from misleading health claims will require collaboration between regulators, researchers, and the food industry.
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Affiliation(s)
| | | | | | | | | | - Tracy A. McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Level 1 264 Ferntree Gully Road, Melbourne, VIC 3168, Australia; (M.B.); (N.J.K.); (A.L.D.); (S.E.); (J.C.)
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Govindaraju T, Sahle BW, McCaffrey TA, McNeil JJ, Owen AJ. Dietary Patterns and Quality of Life in Older Adults: A Systematic Review. Nutrients 2018; 10:E971. [PMID: 30050006 PMCID: PMC6115962 DOI: 10.3390/nu10080971] [Citation(s) in RCA: 116] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Revised: 07/19/2018] [Accepted: 07/23/2018] [Indexed: 12/21/2022] Open
Abstract
Dietary patterns may be related to quality of life (QoL) of older adults, although evidence from literature is conflicting. The demographic shifts toward ageing populations in many countries increases the importance of understanding the relationship between diet and QoL in older adults. This review was designed to investigate associations between dietary patterns and QoL in older adults. The systematic review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Eight electronic databases were searched to identify articles published in English from January 1975 to March 2018 that investigated associations between dietary patterns and QoL in older adults. Relevant studies were identified based on set inclusion and exclusion criteria, data were extracted and analysed to examine the relationships and possible implications for public health recommendations. The systematic review included 15 articles (One randomized control trial, six prospective cohorts and eight cross sectional). The studies looked at correlations between different dietary patterns and/or adherence to particular dietary patterns and self-reported QoL or self-rated health status. Excluding two studies which showed no significant association, healthy dietary patterns were associated with better self-rated health and QoL in one or more domains, and adherence to healthy dietary patterns like the Mediterranean diet were significantly associated with improvement in at least one of the QoL domains.
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Affiliation(s)
- Thara Govindaraju
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne 3004, Australia.
| | - Berhe W Sahle
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne 3004, Australia.
| | - Tracy A McCaffrey
- Department of Nutrition, Dietetics and Food, Monash University, Clayton 3168, Australia.
| | - John J McNeil
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne 3004, Australia.
| | - Alice J Owen
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne 3004, Australia.
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Klassen KM, Borleis ES, Brennan L, Reid M, McCaffrey TA, Lim MS. What People "Like": Analysis of Social Media Strategies Used by Food Industry Brands, Lifestyle Brands, and Health Promotion Organizations on Facebook and Instagram. J Med Internet Res 2018; 20:e10227. [PMID: 29903694 PMCID: PMC6024098 DOI: 10.2196/10227] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Revised: 04/23/2018] [Accepted: 04/24/2018] [Indexed: 12/04/2022] Open
Abstract
Background Health campaigns have struggled to gain traction with young adults using social media, even though more than 80% of young adults are using social media at least once per day. Many food industry and lifestyle brands have been successful in achieving high levels of user engagement and promoting their messages; therefore, there may be lessons to be learned by examining the successful strategies commercial brands employ. Objective This study aims to identify and quantify social media strategies used by the food industry and lifestyle brands, and health promotion organizations across the social networking sites Facebook and Instagram. Methods The six most engaging posts from the 10 most popular food industry and lifestyle brands and six health promotion organizations were included in this study. A coding framework was developed to categorize social media strategies, and engagement metrics were collected. Exploratory linear regression models were used to examine associations between strategies used and interactions on Facebook and Instagram. Results Posts from Facebook (143/227, 63.0%) and Instagram (84/227, 37.0%) were included. Photos (64%) and videos (34%) were used to enhance most posts. Different strategies were most effective for Facebook and Instagram. Strategies associated with higher Facebook interactions included links to purchasable items (beta=0.81, 95% CI 0.50 to 1.13, P<.001) featuring body image messages compared with food content (beta=1.96, 95% CI 1.29 to 2.64, P<.001), and where the content induced positive emotions (beta=0.31, 95% CI 0.04 to 0.57, P=.02). Facebook interactions were negatively associated with using pop culture (beta=–0.67, 95% CI –0.99 to –0.34, P<.001), storytelling (beta=–0.86, 95% CI –1.29 to –0.43, P<.001) or visually appealing graphics (beta=–0.53, 95% CI –0.78 to –0.28, P<.001) in their posts compared with other strategies. Posting relatable content was negatively associated with interactions on Facebook (beta=–0.29, 95% CI –0.53 to –0.06, P=.01), but positively associated on Instagram (beta=0.50, 95% CI 0.05 to 0.95, P=.03). Instagram interactions were negatively associated with weight loss (beta=–1.45, 95% CI –2.69 to –0.21, P=.02) and other content (beta=–0.81, 95% CI –1.57 to –.06, P=.04) compared with food content. Conclusions Health promotion professionals and organizations can improve engagement using positive messaging and tailoring posts appropriate for different social media channels.
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Affiliation(s)
| | | | | | - Mike Reid
- RMIT University, Melbourne, Australia
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30
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Cronin BE, Allsopp PJ, Slevin MM, Magee PJ, McCaffrey TA, Livingstone MBE, Strain JJ, McSorley EM. The effect of weight change over a 2-year period on inflammatory status in postmenopausal women. Eur J Clin Nutr 2017; 72:388-393. [DOI: 10.1038/s41430-017-0014-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Revised: 09/01/2017] [Accepted: 09/01/2017] [Indexed: 01/19/2023]
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Faulkner GP, Livingstone MBE, Pourshahidi LK, Spence M, Dean M, O'Brien S, Gibney ER, Wallace JM, McCaffrey TA, Kerr MA. An evaluation of portion size estimation aids: Consumer perspectives on their effectiveness. Appetite 2017; 114:200-208. [DOI: 10.1016/j.appet.2017.03.027] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Revised: 02/14/2017] [Accepted: 03/17/2017] [Indexed: 11/17/2022]
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Faulkner GP, Livingstone MBE, McCaffrey TA, Kerr MA. Supermarket own brand foods: lower in energy cost but similar in nutritional quality to their market brand alternatives. J Hum Nutr Diet 2013; 27:617-25. [PMID: 24303957 DOI: 10.1111/jhn.12195] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
BACKGROUND The present study aimed to compare the nutritional quality (NQ) and energy costs (EC) (£ MJ(-1) ) of own brand (OB) versus market brand (MB) foods in 2010 and 2012. METHODS A list of processed foods (n = 32) was identified based on the most frequently consumed foods in the UK. Total fat, saturated fat, sugars, salt and energy density (ED) (kJ g(-1) ) in 2010 and 2012 were compared for six OB and one MB version of each food using a NQ scoring method based on the Food Standards Agency's Traffic Light System (TLS). Additional information (fruit, vegetable and nut content; protein; fibre and sodium) was recorded in 2012, and NQ was assessed using the Food Standards Agency's nutrient profiling model (NPM). The EC of the food baskets (FB) was compared in 2010 and 2012. RESULTS There were no differences in overall NQ between OB and MB FB in 2010 (TLS, P = 0.978) or 2012 (TLS, P = 0.840; NPM, P = 0.696). However, the MB FB was highest in EC in 2010 and 2012 (both P < 0.001). There was an inverse relationship between the ED and EC of the MB foods in 2010 (r = -0.484; P = 0.005) and 2012 (r = -0.452; P = 0.009). CONCLUSIONS The MB FB was higher in EC than the OB FB in 2010 and 2012 but not superior in overall NQ based on both the TLS and NPM.
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Affiliation(s)
- G P Faulkner
- Northern Ireland Centre for Food and Health (NICHE), University of Ulster, Co. Londonderry, UK
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McCann MT, Wallace JM, Robson PJ, Rennie KL, McCaffrey TA, Welch RW, Livingstone MBE. Influence of nutrition labelling on food portion size consumption. Appetite 2013; 65:153-8. [DOI: 10.1016/j.appet.2013.02.013] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2012] [Revised: 02/05/2013] [Accepted: 02/06/2013] [Indexed: 10/27/2022]
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Murakami K, McCaffrey TA, Gallagher AM, Neville CE, Boreham CA, Livingstone MBE. Dietary glycemic index and glycemic load in relation to changes in body composition measures during adolescence: Northern Ireland Young Hearts Study. Int J Obes (Lond) 2013; 38:252-8. [PMID: 23732655 DOI: 10.1038/ijo.2013.63] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2013] [Revised: 04/11/2013] [Accepted: 04/25/2013] [Indexed: 11/09/2022]
Abstract
BACKGROUND Epidemiologic evidence on the influence of dietary glycemic index (GI) and glycemic load (GL) on the development of obesity is limited. OBJECTIVE This prospective study examined the associations between dietary GI and GL and changes in body composition measures during adolescence. DESIGN In a representative sample of Northern Irish adolescents aged 12 years at baseline and 15 years at follow-up (n=426), dietary intake was assessed by a diet history interview. Body composition measures included body mass index (BMI; kg m(-2)), BMI z-score, sum of four skinfold thicknesses, percentage body fat, fat mass index (FMI; kg m(-2)) and fat-free mass index (kg m(-2)). RESULTS After adjustment for potential confounding factors, baseline GI was associated with increased change in FMI. Mean (95% confidence interval) values of changes in FMI according to tertiles of baseline GI were 0.41 (0.25, 0.57), 0.42 (0.26, 0.58) and 0.67 (0.51, 0.83) kg m(-2), respectively (P for trend=0.03). There was no significant association of baseline GI with changes in other body composition measures (P for trend≥0.054). Conversely, baseline GL showed no association with changes in any of the measures (P for trend≥0.41). Furthermore, changes in GI or GL were not associated with changes in any of the measures (P for trend≥0.16). CONCLUSION Dietary GI at age 12 years was independently associated with increased change in FMI between ages 12 and 15 years in a representative sample from Northern Ireland, whereas dietary GL showed no association with changes in any of the body composition measures examined.
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Affiliation(s)
- K Murakami
- 1] Northern Ireland Centre for Food and Health (NICHE), University of Ulster, Coleraine, UK [2] Japan Society for the Promotion of Science, Tokyo, Japan
| | - T A McCaffrey
- Northern Ireland Centre for Food and Health (NICHE), University of Ulster, Coleraine, UK
| | - A M Gallagher
- Northern Ireland Centre for Food and Health (NICHE), University of Ulster, Coleraine, UK
| | - C E Neville
- Centre for Public Health, School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, Belfast, UK
| | - C A Boreham
- Institute for Sport and Health, University College Dublin, Dublin, Ireland
| | - M B E Livingstone
- Northern Ireland Centre for Food and Health (NICHE), University of Ulster, Coleraine, UK
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McCaffrey TA, Rennie KL, Kerr MA, Wallace JM, Hannon-Fletcher MP, Coward WA, Jebb SA, Livingstone MBE. Energy density of the diet and change in body fatness from childhood to adolescence; is there a relation? Am J Clin Nutr 2008; 87:1230-7. [PMID: 18469244 DOI: 10.1093/ajcn/87.5.1230] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND The contribution of energy density (ED) of the total diet to increased risk of obesity from childhood into adolescence is unclear. OBJECTIVE We assessed the relation between the ED of the diet in childhood, calculated in a number of ways, and change in adiposity from childhood to adolescence. DESIGN In a prospective study, 48 children (30 boys, 18 girls) were initially studied at age 6-8 y (baseline) and followed up at age 13-17 y. Daily ED, energy intake, and food intake were assessed at baseline by 7-d weighed food records concurrent with estimates of total energy expenditure (TEE) by doubly labeled water. ED was calculated with the use of 5 published methods. Obesity risk was defined with the use of body fat from total body water by isotope dilution. Body fat was normalized for height and expressed as fat mass index (FMI). Change in adiposity was calculated as follow-up FMI minus baseline FMI. RESULTS Misreporting of energy intake at the group level at baseline was low relative to the TEE. ED of the total diet at baseline by the 3 methods for calculating ED that excluded all or most beverages was prospectively associated with change in FMI. However, ED of the total diet by any of the methods was not associated with change in the percentage body fat, body mass index, or waist circumference z scores. CONCLUSION The methods used to calculate ED and to assess obesity risk lead to different conclusions about the relation between the ED of the diet in childhood and gain in fat into adolescence.
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Affiliation(s)
- Tracy A McCaffrey
- Northern Ireland Centre For Food and Health, University of Ulster, Coleraine, United Kingdom
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Rennie KL, Wells JC, McCaffrey TA, E. Livingstone MB. Symposium on ‘Nutrition and health in children and adolescents’ Session 4: Obesity prevention in children and adolescents The effect of physical activity on body fatness in children and adolescents. Proc Nutr Soc 2007. [DOI: 10.1079/pns2006515] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Abstract
AbstractObjectiveTo provide an overview of methodological issues in the design, delivery and evaluation of childhood obesity prevention programmes.DesignReview of existing literature.SettingInternational.ResultsInterventions have varied considerably with regard to their design, subject selection criteria, sample size, attrition rates, intervention components and duration of both the intervention and the follow-up phases. However, overall, there is only a limited body of consistent, high-quality evidence on which valid and generalisable conclusions can be drawn about best practices for the prevention of childhood obesity.ConclusionsAlthough the rationale for targeting children and adolescents through primary prevention is now compelling, effective obesity prevention remains elusive. There is increasing consensus that prevention of childhood obesity necessitates multifaceted health promotion interventions based on population health principles. By definition, such interventions should have a range of outcome indicators of effectiveness, generalisability and sustainability, not just the traditional ones focused on individual lifestyle behaviour change. Given the complexity and intricacy of population-based intervention programmes, multiple methods of data collection which combine both qualitative and quantitative approaches will need to be fully exploited in order to move towards evidence-based practice in the future.
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Affiliation(s)
- M B E Livingstone
- School of Biomedical Sciences, Northern Ireland Centre for Food and health, University of Ulster, Coleraine, Northern Ireland, UK.
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Abstract
With the increasing prevalence of childhood obesity, there is an urgent need to identify risk factors that are amenable to preventative action. However, there is a remarkable lack of consistency between studies that have investigated the relationships between measurements of physical activity and energy expenditure and body fatness in children. This disparity could be because energy intake is a more important determinant in preventing obesity. Alternatively, some of the conflicting results could be related to methodological limitations in assessing activity and body composition. Erroneous conclusions may be drawn if physical activity energy expenditure is not adjusted for differences in body composition, or body fat is not appropriately adjusted for body size. For public health purposes it may be more informative to evaluate the amount and intensity of physical activity required to prevent fat-mass gain than to assess energy expended in physical activity. The lack of consensus in the cut-off points applied to define intensity levels is severely hindering comparisons between studies using accelerometers that have examined relationships between activity intensity and body fatness. Thus, it is not currently possible to develop a firm evidence base on which to establish physical activity recommendations until the limitations are addressed and more prospective studies undertaken. In order to turn research into effective prevention strategies a clearer understanding of the psycho-social, behavioural and environmental factors that influence activity is needed, including the interactions between physical activity and other behaviours such as time spent sedentary, sleeping and eating.
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Affiliation(s)
- Kirsten L Rennie
- Northern Ireland Centre for Food and Health, School of Biomedical Sciences, University of Ulster, Coleraine BT52 1SA, UK.
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Logan CM, McCaffrey TA, Wallace JMW, Robson PJ, Welch RW, Dunne A, Livingstone MBE. Investigation of the medium-term effects of Olibra™ fat emulsion on food intake in non-obese subjects. Eur J Clin Nutr 2006; 60:1081-91. [PMID: 16538239 DOI: 10.1038/sj.ejcn.1602422] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
OBJECTIVE To investigate the effect of Olibra fat emulsion on medium-term food intake and appetite in non-obese subjects. DESIGN Double-blind, placebo-controlled, within-subject crossover. SETTING University of Ulster, Coleraine. SUBJECTS A total of 28 subjects (14 male, 14 female). INTERVENTIONS Subjects were randomly assigned to receive either a 200 g portion of test (5 g of Olibra fat) or control (5 g milk fat) yoghurt for breakfast for 2 x 3 week 'study' phases, separated by a 3-week 'wash-out' phase. On days 1, 8 and 22 of the study phases, food intake 4 h post-consumption of the yoghurt was assessed by pre- and post-covert weighing at an ad libitum buffet-style test lunch. Throughout each of these study days, appetite was assessed using visual analogue scales (VAS) at regular intervals. For the remainder of the study days, and the following 24 h ('post-study days'), subjects reported their food intake using weighed dietary records. RESULTS Consumption of the Olibra emulsion had no significant effect on mean energy, macronutrient or amounts of food consumed at the lunch 4 h post-consumption. Self-reported food intakes indicated that there was no significant effect of the emulsion on energy intakes for the remainder of each study day and post-study days. There was considerable individual variation in food intakes following consumption of the Olibra emulsion, with 46, 59 and 57% of subjects reducing their energy intakes at lunch on days 1, 8 and 22. There was no consistent effect of the emulsion on appetite ratings. CONCLUSIONS In contrast to earlier studies, there was no evidence of a short- or medium-term effect of the Olibra emulsion on food intake or appetite. This could be owing to numerous confounding factors influencing eating behaviour and/or the different study design used in the present study.
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Affiliation(s)
- C M Logan
- Northern Ireland Centre for Food and Health (NICHE), University of Ulster, Coleraine, UK
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40
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Sutaria PM, Ohebshalom M, McCaffrey TA, Vaughan ED, Felsen D. Transforming growth factor-beta receptor types I and II are expressed in renal tubules and are increased after chronic unilateral ureteral obstruction. Life Sci 2001; 62:1965-72. [PMID: 9619846 DOI: 10.1016/s0024-3205(98)00166-0] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Transforming growth factor-beta (TGF-beta) is a profibrotic cytokine which has been implicated in the renal fibrosis which follows unilateral ureteral obstruction (UUO) in the rat. TGF-beta receptor type I (TGF-RI) and TGF-beta receptor type II (TGF-RII) are part of the complex which mediates the response to TGF-beta. We sought to determine if TGF-RI and TGF-RII are found in the kidney, and if their expression is changed as a result of UUO. Polymerase chain reaction (PCR) was used to determine expression of mRNA for TGF-RI and TGF-RII in the kidney. Immunoperoxidase was used to localize and quantify the expression of these receptors at 3, 7, 14, 21 and 28 days after UUO, and in sham-operated animals. Expression of mRNA for TGF-RI and TGF-RII was demonstrated in sham operated, obstructed and contralateral unobstructed kidneys using PCR. Using immunoperoxidase, a uniform distribution of TGF-RI and TGF-RII was found in cortical tubules of sham operated kidneys, whereas medullary tubules showed a patchy TGF-RI distribution and no TGF-RII staining. After UUO, an increased tubular expression of TGF-RI and TGF-RII was noted in both obstructed and contralateral kidneys compared to sham operated kidneys. No staining for either TGF-RI or TGF-RII was noted in glomeruli, vasculature or interstitial cells. TGF-beta receptors I and II were found exclusively in renal tubules and were shown to increase in both the obstructed and contralateral kidneys relative to sham operated animals. Upregulation of TGF-beta receptors in both kidneys suggests that TGF-beta may contribute to the fibrotic response in the obstructed kidney and the hypertrophic response of the contralateral kidney.
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Affiliation(s)
- P M Sutaria
- James Buchanan Brady, Department of Urology, Cornell University Medical College, New York, NY 10021, USA
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41
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Du B, Fu C, Kent KC, Bush H, Schulick AH, Kreiger K, Collins T, McCaffrey TA. Elevated Egr-1 in human atherosclerotic cells transcriptionally represses the transforming growth factor-beta type II receptor. J Biol Chem 2000; 275:39039-47. [PMID: 10982796 DOI: 10.1074/jbc.m005159200] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Atherosclerotic lesions may progress due to a "failure to die" by vascular repair cells. Egr-1, a zinc finger transcription factor, is elevated more than 5-fold in human carotid lesions relative to the adjacent tunica media. Lesion cells in vitro also express 2-3-fold higher Egr-1 mRNA and protein levels but express much lower levels of the transforming growth factor-beta (TGF-beta) Type II receptor (TbetaR-2) and are functionally resistant to the antiproliferative effects of TGF-beta. Lesion cells fail to express a TbetaR-2 promoter/chloramphenicol acetyltransferase (CAT) construct but overexpress an Egr-1-inducible platelet-derived growth factor-A promoter/CAT construct. Transfection of Egr-1 cDNA represses TbetaR-2/CAT constructs but induces PDGF-A/CAT. Egr-1 transfection reduces the levels of TbetaR-2 and confers resistance to the antiproliferative effect of TGF-beta1. Egr-1 can interact directly with both the -143 Sp1 site and the positive regulatory element 2 (PRE2) (ERT/ets) region of the TbetaR-2 promoter. Thus, although activating a family of stress-responsive genes, Egr-1 also transcriptionally represses one of the major inhibitory pathways that restrains vascular repair.
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MESH Headings
- Arteries/metabolism
- Arteriosclerosis/metabolism
- Binding Sites
- Blotting, Western
- Cell Division
- Cell Nucleus/metabolism
- Cells, Cultured
- Chloramphenicol O-Acetyltransferase/metabolism
- Cloning, Molecular
- DNA, Complementary/metabolism
- DNA-Binding Proteins/biosynthesis
- Densitometry
- Dose-Response Relationship, Drug
- Early Growth Response Protein 1
- Fibroblast Growth Factor 2/metabolism
- Genes, Reporter
- Humans
- Immediate-Early Proteins
- Nerve Growth Factor/metabolism
- Platelet-Derived Growth Factor/metabolism
- Promoter Regions, Genetic
- Protein Serine-Threonine Kinases
- RNA/metabolism
- RNA, Messenger/metabolism
- Receptor, Transforming Growth Factor-beta Type II
- Receptors, Transforming Growth Factor beta/metabolism
- Recombinant Proteins/metabolism
- Reverse Transcriptase Polymerase Chain Reaction
- Time Factors
- Transcription Factors/biosynthesis
- Transcription, Genetic
- Transfection
- Veins/metabolism
- Zinc Fingers
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Affiliation(s)
- B Du
- Department of Medicine, Division of Hematology/Oncology, Weill Medical College of Cornell University New York, New York 10021, USA
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42
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Kaiura TL, Itoh H, Kubaska SM, McCaffrey TA, Liu B, Kent KC. The effect of growth factors, cytokines, and extracellular matrix proteins on fibronectin production in human vascular smooth muscle cells. J Vasc Surg 2000; 31:577-84. [PMID: 10709072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
PURPOSE Although 60% to 80% of the mature intimal hyperplastic plaque is composed of extracellular matrix (ECM) proteins, little is known about the factors that stimulate smooth muscle cells (SMCs) to produce these proteins. A major component of the ECM protein is fibronectin. Thus we studied fibronectin production and its response to various growth factors, cytokines, and other ECM proteins that are released at the time of vascular injury. METHODS Quiescent cultured human SMCs were stimulated for varying intervals with increasing concentrations of agonist. Fibronectin in the cell medium was assayed by immunoblotting with a fibronectin-specific antibody. RESULTS After 72 hours of stimulation, transforming growth factor-beta (10 ng/mL) had the most profound effect on fibronectin production (9.6- +/- 2.1-fold; P <.05), followed by epidermal growth factor (100 ng/mL; 5.0- +/- 0.1-fold; P <.05, for both). Surprisingly, the platelet-derived growth factors (AA, AB, and BB) and fibroblast growth factor did not stimulate fibronectin production. Among the matrix proteins studied, only collagen type I (20 microg/mL) stimulated fibronectin production (1.9- +/- 0.1-fold; P <.05), whereas collagen type IV and laminin had no effect. The contractile protein angiotensin II (100 ng/mL) was a weak stimulant of fibronectin (1.6- +/- 0.2-fold; P <.05). Time course studies of fibronectin production up to 72 hours revealed kinetics that varied with each agonist. Transforming growth factor-beta stimulated significant early production of fibronectin, whereas fibronectin production in response to epidermal growth factor and collagen type I was initially modest but increased with time. The effect of angiotensin II did not become evident until 72 hours. CONCLUSION Cytokines, growth factors, and matrix proteins have varying quantitative effects on ECM protein production by human vascular SMCs. Knowledge of the factors that influence ECM protein production may allow for the design of specific inhibitors that can prevent intimal hyperplasia.
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Affiliation(s)
- T L Kaiura
- Department of Surgery, Division of Vascular Surgery, New York Hospital/Cornell University Medical Center, NY 10021, USA
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43
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Abstract
Based on diverse evidence in animals and humans, it has been hypothesized that atherosclerosis, and other injury-induced hyperplasias such as restenosis, may result from a failure in endogenous inhibitory systems that normally limit wound repair and induce regression of wound repair cells. A key defect in one of these inhibitory pathways, the TGF-beta system, has been identified and characterized in both animal models and in human lesions and lesion-derived cells. Cells derived from human lesions are resistant to the antiproliferative and apoptotic effects of TGF-beta, while their normal counterparts from the vascular media are potently inhibited and killed. Both cell types increase PAI-1 production, switch actin phenotypes in response to TGF-beta1, and produce similar levels of TGF-beta activity. Membrane cross-linking of (125)I-TGF-beta1 indicates that normal human SMC express Type I, II and III receptors. The Type II receptor is strikingly decreased in lesion cells, with little change in the Type I or III receptors. RT-PCR confirmed that the Type II TGF-beta1 receptor mRNA is reduced in lesion cells. Subsequent analysis of human lesion vs normal tissues confirmed that the Type I receptor was consistently present in the lesion, while the Type II receptor was much more variable, and commonly absent in both coronary artery and carotid artery lesions. Transfection of the Type II receptor into lesion cells partially restores the growth inhibitory response to TGF-beta1, implying that signaling remains intact. A subset of patients, and cells derived from their lesions, exhibit acquired mutations in the Type II receptor that would explain their resistance, though the majority of cells are resistant without obvious mutational defects. Thus, it is currently being tested whether transcriptional defects or abnormalities in receptor processing may explain the low levels of the Type II receptor. Because TGF-beta1 is overexpressed in fibroproliferative vascular lesions, receptor-negative cells would be allowed to grow in a slow, but uncontrolled fashion, while overproducing extracellular matrix components.
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MESH Headings
- Activin Receptors, Type I
- Aging/physiology
- Angioplasty
- Animals
- Arteriosclerosis/metabolism
- Arteriosclerosis/physiopathology
- Arteriosclerosis/surgery
- Constriction, Pathologic
- Cytoskeleton/drug effects
- Cytoskeleton/metabolism
- Endothelium, Vascular/drug effects
- Endothelium, Vascular/metabolism
- Endothelium, Vascular/pathology
- Extracellular Matrix/drug effects
- Extracellular Matrix/metabolism
- Humans
- Mutation
- Protein Serine-Threonine Kinases/genetics
- Protein Serine-Threonine Kinases/metabolism
- RNA, Messenger/analysis
- Receptor, Transforming Growth Factor-beta Type I
- Receptor, Transforming Growth Factor-beta Type II
- Receptors, Transforming Growth Factor beta/genetics
- Receptors, Transforming Growth Factor beta/metabolism
- Reverse Transcriptase Polymerase Chain Reaction/methods
- Transforming Growth Factor beta/metabolism
- Transforming Growth Factor beta/pharmacology
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Affiliation(s)
- T A McCaffrey
- Weill Medical College of Cornell University, Department of Medicine, Division of Hematology/Oncology, New York, NY 10021, USA.
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44
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McCaffrey TA, Fu C, Du B, Eksinar S, Kent KC, Bush H, Kreiger K, Rosengart T, Cybulsky MI, Silverman ES, Collins T. High-level expression of Egr-1 and Egr-1-inducible genes in mouse and human atherosclerosis. J Clin Invest 2000; 105:653-62. [PMID: 10712437 PMCID: PMC289183 DOI: 10.1172/jci8592] [Citation(s) in RCA: 237] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
To understand the mRNA transcript profile in the human atherosclerotic lesion, RNA was prepared from the fibrous cap versus adjacent media of 13 patients undergoing carotid endarterectomy. cDNA expression arrays bearing 588 known genes indicated that lesions express unexpectedly high levels of the early growth response gene, Egr-1 (NGFI-A), a zinc-finger transcription factor that modulates a cluster of stress-responsive genes including PDGF and TGF-beta. Expression of Egr-1 was an average of 5-fold higher in the lesion than in the adjacent media, a result confirmed by RT-PCR, and many Egr-1-inducible genes were also strongly elevated in the lesion. Time-course analyses revealed that Egr-1 was not induced ex vivo. Immunocytochemistry indicated that Egr-1 was expressed prominently in the smooth muscle-actin positive cells, particularly in areas of macrophage infiltration, and in other cell types, including endothelial cells. Induction of atherosclerosis in LDL receptor-null mice by feeding them a high-fat diet resulted in a progressive increase in Egr-1 expression in the aorta. Thus, induction of Egr-1 by atherogenic factors may be a key step in coordinating the cellular events that result in vascular lesions.
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Affiliation(s)
- T A McCaffrey
- Department of Medicine, Division of Hematology/Oncology, Weill Medical College of Cornell University, New York, New York 10021, USA.
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45
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Yan Z, Subbaramaiah K, Camilli T, Zhang F, Tanabe T, McCaffrey TA, Dannenberg AJ, Weksler BB. Benzo[a]pyrene induces the transcription of cyclooxygenase-2 in vascular smooth muscle cells. Evidence for the involvement of extracellular signal-regulated kinase and NF-kappaB. J Biol Chem 2000; 275:4949-55. [PMID: 10671533 DOI: 10.1074/jbc.275.7.4949] [Citation(s) in RCA: 83] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Polycyclic aromatic hydrocarbons, such as benzo[a]pyrene (B[a]P) present in tobacco smoke and tar, have been implicated in the development of atherosclerosis as well as cancer. Increased expression of cyclooxygenase-2 (COX-2) has been detected both in atherosclerotic lesions and in epithelial cancers. To determine whether polycyclic aromatic hydrocarbons might directly affect COX expression in vascular cells, we investigated the effects of B[a]P on COX-2 expression in human and rat arterial smooth muscle cells (SMC). Treatment with B[a]P increased levels of COX-2 protein and mRNA and enhanced prostaglandin synthesis. Nuclear runoff assays and transient transfections revealed increased COX-2 gene transcription after treatment with B[a]P. Experiments were done to define the signaling mechanism by which B[a]P induced COX-2. B[a]P caused a rapid increase in phosphorylation of extracellular signal-regulated kinase (ERK); pharmacologic inhibition of mitogen-activated protein kinase kinase blocked B[a]P-mediated induction of COX-2. Depletion of the intracellular antioxidant, glutathione, with buthionine sulfoximine significantly increased B[a]P-mediated induction of COX-2 while exposure to N-acetylcysteine, a precursor of glutathione, suppressed the induction of COX-2 by B[a]P. Several lines of evidence suggest that the induction of COX-2 by B[a]P is mediated, at least in part, by NF-kappaB. Treatment with B[a]P increased binding of NF-kappaB to DNA. Moreover, B[a]P-mediated stimulation of COX-2 promoter activity was blocked when a construct containing a mutagenized NF-kappaB site was used. Pharmacological inhibitors of NF-kappaB blocked the induction of COX-2 protein and the stimulation of COX-2 promoter activity by B[a]P. Taken together, these data are likely to be important for understanding the atherogenic effects of tobacco smoke.
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Affiliation(s)
- Z Yan
- Departments of Medicine, New York Presbyterian Hospital-Weill Medical College of Cornell University, New York, New York 10021, USA
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46
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McCaffrey TA, Du B, Fu C, Bray PJ, Sanborn TA, Deutsch E, Tarazona N, Shaknovitch A, Newman G, Patterson C, Bush HL. The expression of TGF-beta receptors in human atherosclerosis: evidence for acquired resistance to apoptosis due to receptor imbalance. J Mol Cell Cardiol 1999; 31:1627-42. [PMID: 10471347 DOI: 10.1006/jmcc.1999.0999] [Citation(s) in RCA: 64] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
The degree of cellularity in vascular lesions is determined by the balance between the migration and proliferation of cells relative to their rate of egress and apoptosis. Transforming growth factor-beta(1) can act as a potent antiproliferative and apoptotic factor for proliferating vascular cells. Our laboratory has previously identified cells cultured from human vascular lesions that are resistant to the antiproliferative effect of TGF-beta(1) due to an acquired mutation in the Type II receptor for TGF-beta(1). In the present studies, the expression of the Type I and II receptors in coronary and carotid atherosclerotic lesions was analysed by immunostaining, RT-PCR, and in situ RT-PCR. Levels of the Type I and Type II receptors varied widely within lesions, with the highest levels in the fibrous cap and at discrete foci within the lesion. Regions of smooth muscle-like cells (SMC) were commonly found that were Type I positive but Type II receptor negative. In 43 cell lines cultured from 126 human lesions, 84% of the lesion-derived cell (LDC) cultures exhibited functional resistance to the antiproliferative effect of TGF-beta(1). This resistance was conferred against TGF-beta(1), TGF-beta(2), and TGF- beta(3), but not interferon-gamma or mimosine. While normal SMC exhibited a four-fold increase in the rate of apoptosis after TGF- beta(1) treatment, most LDC were resistant to apoptosis in response to TGF-beta(1). Resistant cells exhibited selective loss of Type II receptor expression, and retroviral transfection of Type II receptor cDNA partially corrected the functional deficit. Thus, resistance to apoptosis may lead to the slow proliferation of resistant cell subsets, thereby contributing to the progression of atherosclerotic and restenotic lesions.
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Affiliation(s)
- T A McCaffrey
- Division of Hematology/Oncology, Weill Medical College of Cornell University, New York, NY 10021, USA
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47
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Shaknovich A, Forman ST, Parikh MA, Deutsch E, Bergman GW, McCaffrey TA, Newman GC, Tarazona N, Sanborn TA. Novel distal occluder washout method for prevention of no-reflow during stenting of saphenous vein grafts. Catheter Cardiovasc Interv 1999; 47:397-403. [PMID: 10470466 DOI: 10.1002/(sici)1522-726x(199908)47:4<397::aid-ccd3>3.0.co;2-m] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This study assessed safety of the distal occlusion washout (DOW) method for prevention of no-reflow during stenting of degenerated saphenous vein grafts (SVGs). The DOW method involves protection of distal native coronary circulation with an occlusive balloon during the pretreatment and washout steps prior to stenting. Outcomes of stenting of 23 grafts in 21 patients after pretreatment with the DOW method were evaluated. The mean graft age was 7.4 +/- 4.3 years. The mean treated lesion length was 53 +/- 28 mm. Total occlusions were treated in 6 grafts and thrombotic lesions in 10 nontotally occluded grafts. One non-Q-wave MI and one acute stent thrombosis were observed. No deaths, Q-wave MIs, or subacute thromboses occurred. Follow-up in 18/21 (85.7%) patients at 28 +/- 8 weeks demonstrated target graft revascularization in 1 (5%) patient. The DOW method prevented clinically significant no-reflow in all 23 degenerated SVGs stented.
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Affiliation(s)
- A Shaknovich
- Department of Medicine, New York Hospital, Cornell University Medical College, New York, USA
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48
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Bray PJ, Du B, Mejia VM, Hao SC, Deutsch E, Fu C, Wilson RC, Hanauske-Abel H, McCaffrey TA. Glucocorticoid resistance caused by reduced expression of the glucocorticoid receptor in cells from human vascular lesions. Arterioscler Thromb Vasc Biol 1999; 19:1180-9. [PMID: 10323768 DOI: 10.1161/01.atv.19.5.1180] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Mechanisms that control the balance between cell proliferation and death are important in the development of vascular lesions. Rat primary smooth muscle cells were 80% inhibited by low microgram doses of hydrocortisone (HC) and 50% inhibited by nanogram concentrations of transforming growth factor-beta1 (TGF-beta1), although some lines acquired resistance in late passage. However, comparable doses of HC, or TGF-beta1, failed to inhibit most human lesion-derived cell (LDC) lines. In sensitive LDC, HC (10 microg/mL) inhibited proliferation by up to 50%, with obvious apoptosis in some lines, and TGF-beta1 inhibited proliferation by more than 90%. Collagen production, as measured by [3H]proline incorporation or RIA for type III pro-collagen, was either unaffected or increased in the LDCs by HC. These divergent responses between LDC lines were partially explained by the absence of the glucocorticoid receptor (GR) and heat shock protein 90 mRNA in 10 of 12 LDC lines, but the presence of the mineralocorticoid receptor and 11beta-hydroxysteroid dehydrogenase type II. Western blot analysis confirmed the absence of the GR protein in cells lacking GR mRNA. Immunohistochemistry of human carotid lesions showed high levels of GR in the tunica media, but large areas lacking GR in the fibrous lesion. Considering the absence of the GR in most lines, the effects of HC may be elicited through the mineralocorticoid receptor. Functional resistance to the antiproliferative and antifibrotic effects of HC may contribute to excessive wound repair in atherosclerosis and restenosis.
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MESH Headings
- 11-beta-Hydroxysteroid Dehydrogenases
- Animals
- Apoptosis/drug effects
- Arteriosclerosis/metabolism
- Arteriosclerosis/pathology
- Arteriosclerosis/surgery
- Carotid Arteries/pathology
- Carotid Arteries/surgery
- Carotid Artery Injuries
- Cell Division/drug effects
- Cells, Cultured
- DNA Replication/drug effects
- Down-Regulation
- Drug Resistance
- Endarterectomy
- Enzyme Induction
- Femoral Artery/injuries
- Femoral Artery/pathology
- Femoral Artery/surgery
- HSP70 Heat-Shock Proteins/biosynthesis
- HSP90 Heat-Shock Proteins/biosynthesis
- HSP90 Heat-Shock Proteins/deficiency
- HSP90 Heat-Shock Proteins/genetics
- Humans
- Hydrocortisone/pharmacology
- Hydroxysteroid Dehydrogenases/analysis
- Iliac Artery/injuries
- Iliac Artery/pathology
- Iliac Artery/surgery
- Male
- Muscle, Smooth, Vascular/drug effects
- Muscle, Smooth, Vascular/metabolism
- Procollagen/biosynthesis
- Procollagen/genetics
- Protein Isoforms/biosynthesis
- Protein Isoforms/genetics
- RNA, Messenger/analysis
- Rats
- Rats, Inbred F344
- Receptors, Glucocorticoid/biosynthesis
- Receptors, Glucocorticoid/deficiency
- Receptors, Glucocorticoid/genetics
- Receptors, Mineralocorticoid/analysis
- Recurrence
- Species Specificity
- Transforming Growth Factor beta/pharmacology
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Affiliation(s)
- P J Bray
- Division of Hematology/Oncology, Department of Medicine, Cornell University Medical College, New York, NY 10021, USA
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49
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McCaffrey TA, Du B, Consigli S, Szabo P, Bray PJ, Hartner L, Weksler BB, Sanborn TA, Bergman G, Bush HL. Genomic instability in the type II TGF-beta1 receptor gene in atherosclerotic and restenotic vascular cells. J Clin Invest 1997; 100:2182-8. [PMID: 9410894 PMCID: PMC508412 DOI: 10.1172/jci119754] [Citation(s) in RCA: 136] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Cells proliferating from human atherosclerotic lesions are resistant to the antiproliferative effect of TGF-beta1, a key factor in wound repair. DNA from human atherosclerotic and restenotic lesions was used to test the hypothesis that microsatellite instability leads to specific loss of the Type II receptor for TGF-beta1 (TbetaR-II), causing acquired resistance to TGF-beta1. High fidelity PCR and restriction analysis was adapted to analyze deletions in an A10 microsatellite within TbetaR-II. DNA from lesions, and cells grown from lesions, showed acquired 1 and 2 bp deletions in TbetaR-II, while microsatellites in the hMSH3 and hMSH6 genes, and hypermutable regions of p53 were unaffected. Sequencing confirmed that these deletions occurred principally in the replication error-prone A10 microsatellite region, though nonmicrosatellite mutations were observed. The mutations could be identified within specific patches of the lesion, while the surrounding tissue, or unaffected arteries, exhibited the wild-type genotype. This microsatellite deletion causes frameshift loss of receptor function, and thus, resistance to the antiproliferative and apoptotic effects of TGF-beta1. We propose that microsatellite instability in TbetaR-II disables growth inhibitory pathways, allowing monoclonal selection of a disease-prone cell type within some vascular lesions.
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Affiliation(s)
- T A McCaffrey
- Department of Medicine, Cornell University Medical College-The New York Hospital, New York 10021, USA.
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50
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Wright EJ, McCaffrey TA, Robertson AP, Vaughan ED, Felsen D. Chronic unilateral ureteral obstruction is associated with interstitial fibrosis and tubular expression of transforming growth factor-beta. J Transl Med 1996; 74:528-37. [PMID: 8780170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Chronic unilateral ureteral obstruction (UUO) results in interstitial fibrosis and nephron damage associated with irreversible loss of function. Collagen is increased in UUO, but detailed studies of rat renal extracellular matrix changes in UUO have not been carried out. Acute (3-day) obstruction results in increases in renal macrophages and the fibrogenic cytokine transforming growth factor-beta (TGF-beta), but their involvement in longer-term obstruction and fibrosis has not been studied. In the present experiments, kidneys of rats after UUO of 1, 2, 3, 7, 14, 21, and 28 days' duration were used. Trichrome staining, measurement of interstitial volume, and immunohistochemical studies localizing collagens I, III, and IV; laminin; fibronectin; TGF-beta; and macrophages were carried out. We found increases in the interstitial space in both cortex and medulla that (a) were significant by day 7 after UUO and (b) were accompanied by increased deposition of collagen I and collagen III. Collagen IV, laminin, and fibronectin, normally associated with the basement membrane, were found both in a thickened basement membrane and in the interstitial space. Macrophages, not found in sham-operated kidneys, were found in the interstitial space after UUO. TGF-beta was found in sham cortical tubules, but not in medullary tubules. UUO was associated with little change in cortical TGF-beta, whereas at 14 days, TGF-beta was found in dilated medullary tubules. Immunohistochemical findings were confirmed with measurements of tissue TGF-beta. In summary, UUO is associated with interstitial fibrosis. The increase in extracellular matrix is due both to increases in the interstitial collagens I and III and the basement membrane-associated collagen IV, laminin, and fibronectin. Macrophages are increased after UUO, but do not seem to be associated with the fibrogenic cytokine TGF-beta. Medullary tubular synthesis of TGF-beta may be a contributing factor in the fibrosis associated with UUO.
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Affiliation(s)
- E J Wright
- Department of Urology, James Buchanan Brady Foundation, New York, New York, USA
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