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Review Article

Personalized nutrition interventions using digital technologies for older adults: a scoping review
Soyoung Jung, Hae Jin Kang, Yoo Kyoung Park
Clin Nutr Res 2026;15(3):228-241.   Published online July 31, 2026
DOI: https://doi.org/10.7762/cnr.2026.0027

Objective

As global populations age, nutrition management is important for healthy aging. Digital technologies, including mobile applications, web-based platforms, messaging tools, and artificial intelligence (AI)-enabled systems, are used in personalized nutrition interventions. However, evidence on their characteristics, effectiveness, and user experiences remains limited. This scoping review examined technology-based personalized nutrition interventions for older adults.
Methods
This review followed the Joanna Briggs Institute methodology and the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews guidelines. PubMed, Embase, and Web of Science were searched for studies published from January 1, 2010, to June 30, 2026. Among 2,727 records, 2,044 were screened after duplicate removal, 28 full-text articles were assessed, and 13 articles representing 12 studies were included.
Results
Technologies included mobile, messaging, web-based, information and communications technology, tablet-based, and AI-supported systems. Interventions involved dietary recording, personalized feedback, remote counseling, coaching, and self-monitoring. Outcomes included dietary intake and quality, nutritional status, physical function, frailty, cognition, cardiometabolic indicators, engagement, usability, and acceptability. Findings were more consistent for dietary behaviors and individualized nutrition management. Evidence for physical function, frailty, cognition, cardiometabolic health, and quality of life was limited and often based on small or multidomain studies. Familiar interfaces and professional support were accepted, whereas low digital literacy, complex navigation, and limited food databases were barriers.
Conclusion
Digital personalized nutrition interventions may support dietary behavior change and individualized nutrition management in older adults. Larger studies and user-centered systems addressing digital literacy, usability, cultural context, and AI-feedback validation are needed.
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Original Articles

Secular trends in dietary patterns among South Korean primary school–aged children based on the 2007–2022 Korea National Health and Nutrition Examination Survey
Adiyasuren Dookhuu, Diana Shubekova, Juhae Kim, Minji Kang
Clin Nutr Res 2026;15(3):149-160.   Published online July 31, 2026
DOI: https://doi.org/10.7762/cnr.2026.0018

Objective

This study aimed to identify dietary patterns and examine their associations with sociodemographic and lifestyle characteristics among South Korean primary school–aged children.
Methods
Data from 10,173 children aged 6–12 years who participated in the 2007–2022 Korea National Health and Nutrition Examination Survey were analyzed. Their dietary intake was assessed using a 24-hour dietary recall, and dietary patterns were derived from the energy contributions of 26 food groups through cluster analysis.
Results
Three patterns were identified: rice-based pattern (47.3%), flour-based pattern (17.7%), and diversified type (35.1%). From 2007 to 2022, the prevalence of the rice-based pattern declined substantially (56.6%–32.6%), whereas that of the diversified type markedly increased (27.3%–47.0%). Survey-weighted analyses revealed that the dietary patterns were significantly associated with age, household income, vigorous physical activity, meal-skipping, eating-out frequency, and dietary supplement use (all, P<0.05). Children following the flour-based pattern tended to be older, skip breakfast more often, and engage in less vigorous physical activities. The rice-based pattern included a higher proportion of children from low-income households, whereas the diversified type showed more favorable socioeconomic characteristics and family breakfast practices. Overall, the rice-based and flour-based patterns were associated with less favorable lifestyle behaviors than the diversified type.
Conclusion
Dietary patterns among South Korean primary school–aged children appear to be closely related to socioeconomic status and daily health behaviors. Nutrition education and public health interventions promoting balanced diets, reduced meal skipping, and healthier lifestyles during childhood are needed.
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Objective

Failure to achieve adequate caloric intake is common after percutaneous endoscopic gastrostomy (PEG) and may contribute to progressive malnutrition in older adults. This study aimed to identify factors associated with achieving adequate caloric delivery early after PEG placement.
Methods
This single-center retrospective observational study included patients aged ≥65 years who underwent PEG between January 2022 and December 2024. Target caloric intake was determined based on basal energy expenditure (BEE). The target nutritional intake achievement rate (TaNIAR) was defined as the ratio of final delivered calories to BEE. Patients were classified into an underfeeding group (TaNIAR <100%) and an appropriate-feeding group (TaNIAR ≥100%). Multivariable logistic regression analysis was performed to identify factors independently associated with achieving TaNIAR ≥100%.
Results
Fifty-nine patients were analyzed; 15 were classified as underfeeding and 44 as appropriate-feeding. The median final caloric intake, calculated in increments of 300 kcal corresponding to the packet size of the enteral formula, was 1,200 kcal (range, 600–1,200 kcal) in the underfeeding group and 1,200 kcal (range, 900–1,400 kcal) in the appropriate-feeding group. Multivariable analysis identified the use of a pectin-containing oligomeric formula (POF) (odds ratio [OR], 32.8; 95% confidence interval [CI], 3.7–292.9) and BEE ≤990 kcal/day (OR, 29.5; 95% CI, 3.1–277.7) as factors independently associated with achieving TaNIAR ≥100%. The final caloric intake clustered within a relatively narrow range in both groups.
Conclusion
Lower BEE and the use of POF were independently associated with achieving adequate caloric delivery after PEG placement. Optimization of enteral formula selection may represent a practical strategy to improve early nutritional adequacy in older patients. Further prospective studies are required to validate these findings.
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Review Article

Effects of the MIND Diet on the Cognitive Function of Older Adults: A Systematic Review
Seeun Kim, Eun-Hee Jang, Seungmin Lee
Clin Nutr Res 2025;14(4):318-328.   Published online October 28, 2025
DOI: https://doi.org/10.7762/cnr.2025.14.4.318

The Mediterranean-DASH Intervention for Neurodegenerative Delay (MIND) diet is a brain-focused dietary pattern designed to prevent cognitive decline in older adults. This systematic review, conducted in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, aimed to examine the association between the MIND diet and cognitive function in older adults. Relevant studies published between 2015 and 2024 were identified through comprehensive searches of PubMed and the Cochrane Library using keywords including “MIND diet,” “cognitive performance,” and “older adults.” From a total of 138 records screened, 11 studies met the inclusion criteria after excluding reviews, meta-analyses, editorials, and those incorporating other lifestyle interventions such as physical activity or education. These studies included 7 prospective cohort studies, 2 cross-sectional studies, 1 randomized controlled trial (RCT), and 1 case-control study, comprising a total of 17,201 participants aged 57–91 years. Across studies, at least 57% of participants were women, and in the 5 studies reporting race, more than 75% were White. Dietary intake and MIND adherence were assessed primarily via food frequency questionnaires, while cognitive outcomes were evaluated using validated instruments including the Montreal Cognitive Assessment, global cognition scores, Consortium to Establish a Registry for Alzheimer’s Disease tests, and magnetic resonance imaging. Six cohort and two cross-sectional studies reported significant associations between higher MIND adherence and better cognitive outcomes. One cohort study and the single RCT showed no effect. Excluding 2 studies with short durations (≤ 3 years), the remaining nine studies suggest consistent cognitive benefits of MIND adherence. Future studies should include systematic reviews and large-scale RCTs focusing on Asian populations.

Citations

Citations to this article as recorded by  
  • Adherence to the Mediterranean diet, inflammatory biomarkers and cognitive status in older Italian adults
    Margherita Grasso, Francesca L’Episcopo, Annamaria Fidilio, Marco Antonio Olvera-Moreira, Giuseppe Toscano, Stefano Muratore, Margherita Drago, Sabrina Musso, Veronica Bentivegna, Lucrezia Costanzo, Melannie Toral-Noristz, Raynier Zambrano-Villacres, Lisa
    Frontiers in Nutrition.2026;[Epub]     CrossRef
  • Oxidative Stress in Alzheimer’s Disease: Can Dietary Interventions Provide Neuroprotection?
    Daria Kupczyk, Rafał Bilski, Igor Kozieł, Agata Słota, Mateusz Kurek, Emilia Stablewska, Szymon Baumgart, Artur Słomka, Renata Studzińska
    Nutrients.2026; 18(15): 2436.     CrossRef
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  • 2 Crossref

Original Articles

Cataracts are a major cause of visual impairment worldwide, particularly among older adults, with an increasing prevalence due to population aging. Surgery is the primary treatment; however, preventive strategies are crucial for reducing the disease burden. This study aimed to investigate dietary and health-related factors associated with cataract occurrence and develop a predictive model using machine learning. Data were derived from the Korea National Health and Nutrition Examination Survey 2015–2017. The study included 190 women aged 60–79 years: 124 with cataracts and 66 controls. Analyzed variables included sociodemographic, behavioral, chronic disease, and dietary intake factors. After data preprocessing, 4 machine learning algorithms: support vector machine (SVM), random forest (RF), eXtreme gradient boosting, and multilayer perceptron were used. Model performance was evaluated using accuracy, precision, recall, F1-score, and area under the receiver operating characteristic curve (AUROC) and precision-recall curves. Among the tested models, the SVM achieved the best performance under stratified 10-fold cross-validation, with 71% accuracy, 86% precision, 73% recall, 79% F1-score, 65% AUROC, and 81% AUPRC. According to our findings, the odds of having cataracts can be effectively predicted using dietary and health data without relying on specialized ophthalmic equipment. The proposed model demonstrates the potential of machine learning-based tools for early identification and prevention of cataracts. Future studies with larger and more diverse samples, as well as integrating additional data sources such as genomics and lifestyle factors, are warranted to refine predictive accuracy and enhance personalized nutrition-based interventions.

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Effects of Replacing Skipped Meals With Oral Nutritional Supplement on Nutritional Status and Physical Function in Older Adults
Jiyeon Lee, Seong Ah Cho, Seoyoon Choi, Eunbi Han, Hyeri Shin, Yoo Kyoung Park
Clin Nutr Res 2025;14(3):191-203.   Published online July 29, 2025
DOI: https://doi.org/10.7762/cnr.2025.14.3.191

This study evaluated the effects of replacing skipped meals with oral nutritional supplements (ONS) on the nutritional status and functional health of older adults. A total of 29 participants aged ≥ 65 years who regularly skipped at least one meal per day were included in this single-arm study. For 8 weeks, participants consumed two packs of ONS daily (150 mL each, providing 400 kcal and 18 g of protein) as a substitute for skipped meals. Nutritional status, nutrient intake, body composition, and physical function were assessed before and after the intervention. The Nutrition Quotient for the Elderly score significantly increased from 58.97 to 63.62 (p = 0.014). Total nutrient intake, including ONS, significantly improved compared with baseline (p < 0.01). Body weight and body mass index increased significantly from 58.87 to 59.47 kg (p = 0.028) and from 23.9 to 24.18 kg/m2 (p = 0.016), respectively. Calf circumference decreased significantly from 34.1 to 33.39 cm (p = 0.010). Physical function, assessed using the Short Physical Performance Battery, showed significant improvement (p = 0.003). In conclusion, replacing skipped meals with ONS may enhance nutritional status and support functional health in older adults.

Trial Registration

Clinical Research Information Service Identifier: KCT0010184

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Cataracts are a major cause of vision impairment in older adults and pose a growing concern in aging societies. This study examined the association between dietary macronutrient intake and the odds of having cataracts among 1,619 Korean adults aged ≥ 60 years using data from the 2015–2017 Korea National Health and Nutrition Examination Survey. Cataracts were present in 51.8% of participants. Dietary intake was assessed via 24-hour recall and macronutrient intake was categorized by quartiles and energy ratios. After adjusting for covariates, individuals in the highest quartile of carbohydrate-to-energy intake (> 80%) had 41% higher odds of having cataracts (odds ratio [OR], 1.41; 95% confidence interval [CI], 0.99–2.01), with a significant trend (p for trend = 0.022). In contrast, the highest quartile of protein intake (Q3: 12%–15% energy) was associated with significantly lower odds of having cataracts in women (OR, 0.59; 95% CI, 0.40–0.88). Likewise, fat intake exceeding 18% of total energy was associated with reduced odds of having cataracts (OR, 0.69; 95% CI, 0.49–0.97). Saturated and monounsaturated fat intake also showed inverse associations with the odds of having cataracts. These results suggest that excessive carbohydrate intake, particularly when replacing fats and proteins, may increase the odds of having cataracts in older adults, especially among women. Dietary adjustments aimed at reducing the proportion of carbohydrates and increasing high-quality protein and fat intake may help prevent cataracts in aging populations. Further longitudinal studies are needed to clarify causal relationships and to inform nutritional guideline development.

Citations

Citations to this article as recorded by  
  • Development and Comparison of AI Algorithms for a Predictive Model of Cataracts: Analysis of the Korea National Health and Nutrition Examination Survey (2015–2017)
    Jiyoung Choi, Eunju Park
    Clinical Nutrition Research.2025; 14(4): 297.     CrossRef
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  • 1 Crossref

Review Article

Association Between Protein Intake and Sarcopenia-Related Indicators Among Korean Older Adults: A Scoping Review
Minjee Han, Kyung-sook Woo, Kirang Kim
Clin Nutr Res 2025;14(3):216-229.   Published online July 25, 2025
DOI: https://doi.org/10.7762/cnr.2025.14.3.216

Protein intake has been identified as a key modifiable factor in preventing and managing sarcopenia, a common age-related condition characterized by the loss of muscle mass, strength, and function. This scoping review aimed to summarize the available literature on the association between protein intake and sarcopenia-related outcomes among Korean older adults and identify current research trends and gaps in this field. The review followed the 5-step methodological framework developed by Arksey and O’Malley for scoping reviews and adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews checklist to ensure a comprehensive search strategy. Protein intake was assessed using various methods, including grams per day, grams per kilogram of body weight per day, and intake quartiles. Sarcopenia-related outcomes were categorized into 3 domains as follows: muscle mass, strength, and physical performance. Although most intervention studies demonstrated improvements in muscle mass following protein supplementation, findings on muscle strength and physical function were inconsistent. Cross-sectional studies generally reported better sarcopenia-related outcomes with higher protein intake, particularly when the intake was expressed relative to body weight or analyzed according to quartiles. However, heterogeneity in protein intake assessments and variations in sarcopenia definitions could have contributed to the inconsistent findings across studies. This review highlights the need for applying standardized approaches for protein intake measurement and sarcopenia diagnosis. Future studies should consider the quantity, quality, and timing of protein intake while also focusing on the implementation of integrated, multidisciplinary intervention strategies to promote healthy aging among Korean older adults.

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Case Report

Nutrition Intervention for Older Patients Based on Comprehensive Geriatric Assessment: A Case Report
Dasom Park, Ah-Reum Shin, Youngmi Park
Clin Nutr Res 2025;14(2):91-99.   Published online April 28, 2025
DOI: https://doi.org/10.7762/cnr.2025.14.2.91

Malnutrition is prevalent among older patients, leading to increased morbidity, prolonged hospitalization, and diminished quality of life. The Comprehensive Geriatric Assessment (CGA) facilitates the evaluation of multifaceted health issues, enabling individualized nutritional interventions. This case report describes nutritional management guided by CGA in a 75-year-old female hospitalized for severe hypernatremia with significant malnutrition and high-risk for refeeding syndrome. Upon admission, CGA identified multiple comorbidities, cognitive impairment, and complete dependence on caregivers for daily activities. Due to persistent refusal of oral intake, enteral nutrition (EN) was cautiously initiated at 25% of the target energy requirement, with close monitoring of electrolyte levels. Despite an initial decrease in phosphorus levels suggestive of refeeding syndrome, gradual advancement of nutritional support successfully stabilized her clinical condition. Following discharge, structured caregiver education was provided to support EN at home; however, suboptimal intake persisted due to gastrointestinal intolerance, resulting in weight loss. Post-discharge follow-ups identified feeding rate-related symptoms, necessitating formula adjustments and caregiver re-education. This case emphasizes the critical role of CGA in early malnutrition detection, individualized nutritional intervention, prevention of refeeding syndrome, and the importance of continuous post-discharge monitoring and caregiver education. Although the findings are limited by the single-case design, proactive CGA-based nutritional interventions remain crucial for optimizing clinical outcomes in older patients hospitalized due to acute medical problems. Further research involving larger samples and prolonged follow-up periods is required to validate the long-term benefits of CGA-based nutritional intervention.

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Original Articles
This study aimed to evaluate the effects of functional foods containing Auricularia auricula-judae powder on gut health and clinical indicators in middle-aged and older adults. Participants were randomly assigned to either the intervention group (n = 24) or control group (n = 26), and assessments including anthropometric measurements, blood analyses, and dietary intake surveys were conducted. The intervention group consumed functional foods containing A. auricula-judae powder twice daily for 8 weeks. No statistically significant differences were observed in the gut environmental parameters between the 2 groups. However, reductions in waist circumference (p < 0.021), abdominal obesity (p < 0.006), and triglyceride levels (p < 0.016) in the intervention group were statistically significant. Additionally, an analysis of nutrient intake from meals other than the intervention food revealed a significant increase in dietary fiber (p < 0.043), vitamin B1 (p < 0.027), and folic acid (p < 0.006) intake in the intervention group. Although the intervention improved the selection of body composition and blood parameters, it failed to produce significant changes in constipation outcomes or gut environmental parameters among participants with constipation. In conclusion, the consumption of A. auricula-judae powder-based functional foods resulted in limited yet meaningful improvements, specifically in reducing waist circumference and triglyceride levels.
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Nutritional Assessment of Protein and Sodium Contents in Commercial Senior-Friendly Foods
Yun-A Lee, Mi-Kyeong Choi
Clin Nutr Res 2024;13(3):156-164.   Published online July 25, 2024
DOI: https://doi.org/10.7762/cnr.2024.13.3.156

The purpose of this study was to evaluate the nutritional adequacy of senior-friendly foods sold in Korea, focusing on protein and sodium. This study examined the nutritional content of 170 products with nutritional labels that were sold in online stores in Korea and categorized the products into 93 staple foods (cooked rice, porridge, and mousse) and 77 side-dish and snack foods (braized·steam·roast products, broth, sauces, and snacks). Then, the adequacy of the nutritional content of these foods, focusing on protein and sodium, was evaluated according to product type. The 93 staple products and 77 side-dish products had average serving sizes of 163.27 g and 127.92 g, prices of $3.25 and $2.72, and energy contents of 295.25 kcal and 141.95 kcal, respectively. For staple foods, the energy content was significantly greater in cooked rice, but the protein content and index of nutrition quality (INQ) were significantly greater in mousse. There were no significant differences in sodium content or contribution to adequate intake (AI) by product type, but the sodium INQ was significantly greater in the mousse and porridge. For side-dish foods and snack products, the protein content, contribution to the recommended intake, and INQ were all significantly greater for the braized·steam·roast products. Sauces and braized·steam·roast products were significantly higher in sodium content and contribution to the AI, while broth was significantly higher in sodium INQ. These findings can be used to guide proper product selection and nutritional management that considers the health characteristics of health-vulnerable and elderly people.

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Malnutrition affect clinical outcomes in hospitalized old age patients, but the data on the related outcomes on the basis of different age categories are still limited. We aimed to investigate the interplay of associations among body mass index (BMI), falls risk, and mortality rate in different older adult patient age categories. This retrospective study included hospitalized patients aged ≥ 65 years who received artificial nutrition. Demographic, biochemical, and survival data were collected. BMI was evaluated using the World Health Organization BMI cutoffs for Asians, and patients were classified into high (≥ 23.0 kg/m2), normal (18.5−22.9 kg/m2), and low (< 18.5 kg/m2) BMI groups. The Morse Fall Scale was used to assess falls risk. By age categories, all patients (n = 4,642) were divided into the 65−74 (n = 2,649) and ≥ 75 (n = 1,993) years age groups. We found that the proportion of low-BMI and high risk of falls increased with age. Further, low-BMI was associated with increased falls risk in both age groups. Overall survival rate tended to be lower in the low-BMI and ≥ 75 years group than that in other patient groups, but did not differ significantly compared with the low-BMI and 65–74 years group. Low-BMI was associated with increased falls risk and mortality; however, the association depended on specific patient age groups.

Citations

Citations to this article as recorded by  
  • Associations between body mass index categories and geriatric assessment tests among older adults with chronic kidney disease: A prospective study
    Yelda Deligöz Bildaci, Cihan Heybeli, Lee Smith, Masoud Rahmati, Dong Keon Yon, Pinar Soysal
    Nutrition in Clinical Practice.2026; 41(3): 745.     CrossRef
  • A multidimensional analysis of fall risk among older adults in India: evidence from the longitudinal ageing study in India (LASI)
    Shreya Biswal, Sakthi Kiruthika, Sudeep M. George, Avinash Chakrawarty, Naveet Wig, Abhijith Rajaram Rao
    European Geriatric Medicine.2026; 17(2): 781.     CrossRef
  • Risk prediction model for malnutrition in older adults: a systematic review
    Ruijuan Liu, Lu Li, Yansheng Peng, Yuan Li
    BMC Geriatrics.2026;[Epub]     CrossRef
  • Intramuscular fat content and the risk of peritonitis in peritoneal dialysis patients
    Lixing Xu, Jack Kit-Chung Ng, Winston Wing-Shing Fung, Gordon Chun-Kau Chan, Wing-Fai Pang, Kai-Ming Chow, Cheuk-Chun Szeto
    Clinical Kidney Journal.2026;[Epub]     CrossRef
  • Machine-learning-based Fall-prediction Model for Inpatients in Military Hospitals
    YunJung Choi, WooJin Lee, Juyeon Baek
    CIN: Computers, Informatics, Nursing.2026;[Epub]     CrossRef
  • Association between obesity, physical activity and falls among elderly patients attending the family medicine clinics of a teaching hospital in Southern Nigeria
    Tijani Idris Ahmad Oseni, Abel Onons Ibharokhonre, Abdulgafar Lekan Olawumi, Esiemokhai Samuel Iyalomhe, Caleb Udukhomoshi Adebayo, Bolanle Oluwatoyin Adewuyi, Francis Neba Fuh
    BMC Geriatrics.2025;[Epub]     CrossRef
  • Factors Associated with Falls in Older Adults: A Retrospective Hospital-Based Study Using Comprehensive Geriatric Assessment in Thailand (2020–2023)
    Preenapun Saokhieo, Suphawita Pliannuom, Natakorn Vidhayakula, Isares Tavivadhanasubhakij, Thanapat Promprasit, Phattarawit Dissai, Kanokporn Pinyopornpanish
    Journal of Primary Care & Community Health.2025;[Epub]     CrossRef
  • BMI Status, Balance Impairment, and Fear of Falling Among Older Adults in Rural Northern Thailand
    Uratcha Sadjapong, Sakesun Thongtip
    The Open Public Health Journal.2025;[Epub]     CrossRef
  • Nutritional Challenges in Paediatric Oncology: Screening and Managing Malnutrition and Sarcopenia
    Stefano Mastrangelo, Alberto Romano, Palma Maurizi, Daniela Rizzo, Giorgio Attinà, Antonio Ruggiero
    Biomedical and Pharmacology Journal.2024; 17(4): 2203.     CrossRef
  • 2,588 View
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  • 9 Crossref