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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


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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Objective

This study investigated the prevalence and factors of concurrent wasting and stunting (WaSt) in Cambodian children aged 6–59 months.
Methods
This cross-sectional analysis of the Cambodia Demographic and Health Survey from 2021 to 2022 included 3,420 children aged 6–59 months and a subsample of 1,237 aged 6–23 months for whom dietary indicators were available. WaSt was defined as height-for-age and weight-for-height z-scores below −2 standard deviations according to the World Health Organization (WHO) Growth Standards. Dietary indicators followed 2021 WHO/UNICEF infant and young child feeding definitions. Survey-weighted logistic regression was employed in Stata 18.0, with statistical significance set at P<0.05.
Results
The prevalence rates were 22.4% for stunting, 9.3% for wasting, and 2.1% for WaSt. The odds of WaSt were higher among children with low birth weight (adjusted odds ratio [AOR], 4.93; 95% confidence interval [CI], 1.92–12.63), those born to underweight mothers (AOR, 2.42; 95% CI, 1.06–5.56), and those from the poorest wealth tertile (AOR, 2.46; 95% CI, 1.14–5.31). Contrarily, the odds were lower among girls (AOR, 0.52; 95% CI, 0.28–0.97) and children of mothers who were overweight or obese (AOR, 0.25; 95% CI, 0.10–0.65). No dietary indicator was associated with WaSt, although power was limited by few cases (n=21).
Conclusion
WaSt was independently associated with low birth weight, maternal underweight, and household poverty, whereas no significant association with dietary indicators was observed. Integrated programs targeting maternal nutrition, birth outcomes, and poverty in vulnerable households are warranted.
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Objective

Although healthy dietary habits established in early childhood are critical for lifelong health, most previous studies have relied predominantly on parental proxy reports rather than children’s self-perceptions. This study compared preschoolers’ self-perceived healthy dietary practices with their parents’ evaluations and examined discrepancies between them.
Methods
This study included 243 preschoolers aged 2 to 7 years and their parents, recruited from daycare centers in Cheonan, South Korea. Data were collected using the validated, structured, self-administered Healthy Eating Practice Questionnaire, which assessed nutrition and hygiene. Mean Healthy Eating Practice Scores were compared between preschoolers and their parents using paired t-tests, and stratified analyses were conducted by sex and age.
Results
Preschoolers rated their healthy dietary practices significantly higher than their parents did (P<0.001). The discrepancy was greater for nutrition than for hygiene, with hygiene ratings more consistent. This domain-specific pattern was consistent across sexes and age groups. When stratified by sex and age, preschooler-parent Healthy Eating Practice Score differences were significantly higher in boys than in girls (25.0±21.0 vs. 20.0±14.9, respectively; P=0.035).
Conclusion
Discrepancies between preschoolers’ self-perceptions and their parents’ evaluations suggest that incorporating both perspectives is essential for accurately assessing children’s dietary practices. These findings support the development of dual-perspective dietary assessment and education strategies in early childhood.
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Objective

This study aimed to compare the nutrient intake, nutrition knowledge, and dietary habits of track-and-field (TF) and weight-class (WC) adolescent varsity athletes.
Methods
This cross-sectional study included 144 adolescent athletes (TF group, 76; WC group, 68) aged 15 to 18 years at a physical education high school in Seoul, South Korea. Their nutrient intake, dietary quality, nutrition knowledge, dietary habits, and weight control behaviors were assessed using food records and questionnaires.
Results
Regarding nutrient intake, the consumption of carbohydrates, including energy, was substantially lower than the sports nutrition recommendations in both groups. However, the overall diet quality, including the mean adequacy ratio and nutrient adequacy ratio for key micronutrients, was significantly higher in the WC group than in the TF group, with female WC athletes consuming significantly more energy than female TF athletes (P<0.05). For nutrition knowledge, both groups lacked overall sports nutrition understanding; however, the WC group scored significantly higher in dietary fat knowledge (P<0.05). As for dietary habits, despite having better meal quality, harmful weight control behaviors, including skipping breakfast (P<0.001) and fasting (P<0.05), were significantly more common in the WC group than in the TF group.
Conclusion
The WC group, while showing better meal quality, practiced unhealthier dietary behaviors and weight control methods more often than the TF group. Additionally, both groups exhibited insufficient energy intake and lacked overall nutrition knowledge. Therefore, tailored sports nutrition education is urgently needed among South Korean adolescent athletes.
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Objective

College students exhibit high beverage consumption and various diet-related problems. Therefore, this study investigated gender-specific beverage consumption patterns and evaluated beverage-related behaviors and beverage-derived nutrient intake among college students.
Methods
This study included 366 college students (171 men and 195 women) from Chungnam, South Korea. Beverage categories included carbonated and sugar-sweetened beverages, caffeinated beverages, energy drinks, alcoholic beverages, and milk and liquid yogurt products. Beverage preference, consumption frequency, beverage-related dietary behaviors, and dietary intake were assessed using 3-day 24-hour dietary recalls to evaluate beverage-derived nutrient intake.
Results
The mean total beverage intake was 433.9 g/day. Carbonated and sugar-sweetened beverages accounted for the highest intake (144.9 g/day), followed by caffeinated beverages (125.6 g/day), alcoholic beverages (124.3 g/day), and milk and liquid yogurt products (39.2 g/day). Beverages contributed 10.1% of total energy intake and 35.5% of total sugar intake. Carbonated and sugar-sweetened beverages were the largest contributors to carbohydrate and sugar intake, whereas alcoholic beverages contributed the most energy. Milk and liquid yogurt products were the largest contributors to beverage-derived fat and protein intake. Male students had significantly higher intakes of carbonated and sugar-sweetened beverages, alcoholic beverages, total beverages, and beverage-derived energy and sugar than female students.
Conclusion
These findings highlight the need for nutrition education to promote healthier beverage choices among college students and support the development of gender-specific beverage-related interventions.
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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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Estimating added sugars intake among South Koreans: results from the 2023 Korea National Health and Nutrition Examination Survey
Youngmin Nam, Linxi Huang, Cho-il Kim, Jihyun Yoon
Clin Nutr Res 2026;15(3):139-148.   Published online July 31, 2026
DOI: https://doi.org/10.7762/cnr.2026.0025

Objective

This study aimed to adapt a systematic methodology for estimating the added sugars content of South Korean foods and to assess added sugars intake among South Koreans using data from the 2023 Korea National Health and Nutrition Examination Survey.
Methods
The estimation procedure developed for Australian foods was modified and applied to South Korean foods. Added sugars content was estimated for 2,314 food items using the modified 7-step estimation procedure, and these estimates were applied to dietary intake data. Mean contents of total sugars and estimated added sugars were summarized by food group. Mean intakes of total sugars and added sugars, the percentage of energy from added sugars, and the prevalence of excessive added sugars intake were estimated.
Results
According to the modified estimation procedure, 53% of food items were assigned to step 1 (total sugars=0) or step 2 (non-added sugars food groups) and therefore assigned added sugars content of zero, while 21% were assigned to step 3, in which all total sugars were classified as added sugars. Mean added sugars intake was 30.7 g/day, accounting for about half of total sugars intake (58.3 g/day). Overall, 21.2% of the population had energy intake from added sugars exceeding 10% of total energy intake, with the highest proportion observed among adolescent girls (37.9%).
Conclusion
This study provides the first nationally representative estimates of added sugars intake among South Koreans by adapting a systematic methodology. These findings provide a robust foundation for monitoring population-level added sugars intake and informing the development of targeted policies and interventions to reduce added sugars intake.
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Review Article

Mood disorders, including major depressive disorder, bipolar disorder, generalized anxiety disorder, and posttraumatic stress disorder, constitute a primary source of global disability, and with conventional monoamine-targeted pharmacotherapy, approximately one-third of patients remain with treatment-resistant disease. Over the past decade, the microbiota-gut-brain axis (MGBA) has emerged as a systems-level pathophysiological framework that explains the chronic neuroinflammation, hypothalamic-pituitary-adrenal axis hyperactivity, and impaired neuroplasticity that characterize treatment-resistant mood disorders. Short-chain fatty acids (SCFAs) are key molecular mediators in MGBA signaling, exerting epigenetic regulation through the inhibition of histone deacetylase, suppression of microglial toll-like receptor 4/nuclear factor-kappa B signaling, reinforcement of intestinal and blood-brain barrier integrity, and rebalancing of tryptophan–kynurenine metabolism. A few small randomized controlled trials and meta-analyses have reported that restoring SCFA output using next-generation psychobiotics (Faecalibacterium prausnitzii, Akkermansia muciniphila, and Clostridium butyricum), prebiotic-rich dietary patterns, defined synbiotics, and direct postbiotic supplementation is associated with symptom improvement, although the evidence base remains preliminary, and have been proposed as candidate prognostic biomarkers. This narrative review synthesizes 2022 to 2026 mechanistic and clinical evidence on SCFA-producing psychobiotics in mood disorders; integrates these findings within a clinical nutrition framework that positions dietary fiber, microbiota-accessible carbohydrates, and targeted psychobiotic supplementation as legitimate adjuncts to conventional psychopharmacology; and discusses the translational challenges of strain specificity, dosing variability, and precision-psychobiotic medicine. Nevertheless, current evidence remains dominated by preclinical models, with human trials constrained by size, duration, and number.
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Research Note

Micronutrient deficiencies are a major public health concern in low- and middle-income countries, where conventional supplementation and fortification programs are often limited by low bioavailability, fragile supply chains, cultural resistance, and poor long-term adherence. This research note proposes a food-based alternative model that leverages selected traditional Korean foods (K-foods)— gim (dried seaweed), kimchi (fermented vegetables), and cheonggukjang (fermented soybean paste)—as culturally adaptable and nutritionally dense components of official development assistance nutrition strategies. These foods provide functionally relevant nutrients, such as iodine, vitamin K2, probiotics, and fermentation-derived bioactive peptides, and offer benefits, including shelf stability, microbial resilience, and decentralized production. Employing a multidisciplinary clinical nutrition framework integrating food composition science, fermentation biology, public health nutrition, and development policy, this note presents a five-step research roadmap encompassing nutrient profiling, safety and stability assessment, cultural acceptability evaluation, community-based efficacy trials, and policy translation. By prioritizing food-based, multinutrient dietary interventions over single-nutrient strategies, the proposed model highlights a scalable and clinically relevant pathway for enhancing micronutrient status in resource-limited settings. This work contributes to emerging discussions on nutrition-sensitive official development assistance and highlights K-foods as potential tools for sustainable, culturally responsive global nutrition interventions.
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Case Reports

Association between vitamin B12 deficiency and supraventricular tachycardia: case series
Ankur Verma, Sofiya Rizvi, Mohammad Saif, Vikrant Chouhan, Sanjay Jaiswal
Clin Nutr Res 2026;15(2):122-126.   Published online April 30, 2026
DOI: https://doi.org/10.7762/cnr.2026.0005
The incidence of supraventricular tachycardia (SVT) is approximately 35 cases per 100,000 patients with a prevalence of 2.25 cases per 1,000. This dysrhythmia originates at or above the atrioventricular node and is defined by a narrow complex QRS (<120 msec) at a rate of >100 beats/min. The effects of vitamin B12 deficiency on sympathetic and parasympathetic systems may cause heart rate variability and autonomic dysfunction. In patients with SVT, the underlying mechanism may be further exacerbated by vitamin B12 deficiency or induced by the deficiency. We describe a case series of three patients with no known comorbidity who presented to our department with SVT. Their SVTs were terminated using the modified Valsalva maneuver. All three patients were incidentally found to be severely deficient in vitamin B12 and had hyperhomocysteinemia. They were discharged on medications and dietary advice to increase vitamin B12 levels. Correcting vitamin B12 deficiency and hyperhomocysteinemia could play a preventive role in patients at risk for SVT. Our case series demonstrates a plausible association between vitamin B12 deficiency and SVT occurrence in previously healthy individuals with no known comorbid conditions.
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Exocrine pancreatic insufficiency as an overlooked cause of chronic diarrhea after Billroth II gastrectomy identified through nutrition-focused assessment: a case report
Mijin Kang, Dal Lae Ju, Sookyoung Kim, Jiyoung Song, Youngran Kim
Clin Nutr Res 2026;15(2):117-121.   Published online April 30, 2026
DOI: https://doi.org/10.7762/cnr.2026.0012
Postgastrectomy diarrhea is often attributed to dumping syndrome or functional changes; however, exocrine pancreatic insufficiency (EPI) from anatomical and physiological alterations may be an underrecognized cause of malabsorption and nutritional decline. Because EPI symptoms are often nonspecific, it may remain undiagnosed and lead to progressive malnutrition if untreated. This case report describes severe EPI identified via nutrition-focused assessment in a patient with persistent diarrhea after Billroth II gastrectomy, and the clinical response to pancreatic enzyme replacement therapy (PERT). A patient with a history of subtotal gastrectomy with Billroth II reconstruction for gastric cancer presented with chronic diarrhea, steatorrhea, weight loss, and hypoalbuminemia. Repeated endoscopic and radiologic evaluations identified no structural cause of diarrhea. Comprehensive nutrition-focused assessment indicated fat malabsorption, and fecal pancreatic elastase was markedly reduced (23.8 µg/g), confirming severe EPI. PERT with pancreatin containing 25,000 units of lipase (Norzyme) was initiated with meals. Posttreatment, steatorrhea resolved and bowel movements normalized without dietary fat restriction. Serum albumin levels subsequently normalized, and body weight returned to the normal range, indicating improved nutritional status. This case emphasizes the clinical value of nutrition-focused assessment in identifying treatable causes of malabsorption, such as EPI, in patients with persistent postgastrectomy diarrhea.
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Original Articles
Dietary intake patterns and nutritional adequacy in older adults with predialysis chronic kidney disease: a comparison by diabetes status
Jeong Eun Kim, Jisoo Kim, Yu-Jin Kwon, Jung Eun Lee, Jung Joo Lee, Ji-Won Lee, Yoo Kyoung Park
Clin Nutr Res 2026;15(2):108-116.   Published online April 30, 2026
DOI: https://doi.org/10.7762/cnr.2026.0014

Objective

Nutritional management is essential in caring for patients with chronic kidney disease (CKD), older adults at higher risk of malnutrition and comorbidities. However, data on actual dietary intake patterns in older adults with predialysis CKD, especially by diabetes mellitus (DM) status, remain limited. Methods: This cross-sectional study included 106 patients aged ≥65 years with CKD stage G3a or higher, divided into DM (n=67) and non-DM (n=39) groups. Dietary intake was assessed using a single 24-hour recall. Nutrient and food-group intakes were compared with recommended levels. Results: In both groups, energy intake was lower than recommended levels. More than half of the participants exceeded sodium limits, and approximately half consumed excess protein. Patients with DM had significantly higher protein intake and blood urea nitrogen (BUN) levels than those without DM. Most food groups, except protein foods, were consumed below recommended levels. Conclusion: Dietary patterns in older adults with predialysis CKD showed low energy intake, high sodium intake, and relatively high protein intake. Those with DM had higher protein intake and BUN levels, suggesting dietary differences by diabetes status. These findings underscore the need for age-sensitive, individualized nutritional management strategies that consider kidney function and DM status.

Citations

Citations to this article as recorded by  
  • Lessons from marine osmoregulation: Comparative perspectives on salt-sensitive hypertension and human kidney–cardiovascular protection
    Wiharjo Hadisuwarno, Dante Saksono Harbuwono, Edwin Hadinata, Pringgodigdo Nugroho, Eka Ginanjar, Dananti Kusumawindani, Raymond Rubianto Tajndrawinata, Sovia Salamah, Fahrul Nurkolis
    Current Research in Biotechnology.2026; 12: 100412.     CrossRef
  • 1,111 View
  • 30 Download
  • 1 Crossref

Objective

Because vitamin D deficiency is associated with diabetes and insulin resistance, and the triglyceride-glucose (TyG) index is a reliable marker of metabolic health, this study aimed to clarify the association between vitamin D status and the TyG index. Methods: A cross-sectional analysis was conducted on 4,819 participants from the 2022 Korea National Health and Nutrition Examination survey, stratified by age and sex. Vitamin D deficiency was defined as blood 25-hydroxyvitamin D3 (25(OH)D3) <20 ng/ mL, and a metabolically unhealthy state as a TyG index of ≥8.82 and ≥8.73 for men and women, respectively. Results: Approximately 46.9% of South Korean adults were vitamin D deficient, and 35.5% were metabolically unhealthy. After adjustment, blood 25(OH)D3 levels were inversely correlated with the TyG index in younger women (β=−0.004, standard error [SE]=0.002, P=0.039), middle-aged men (β=−0.006, SE=0.003, P=0.015), and older men (β=−0.008, SE=0.002, P=0.002). Vitamin D deficiency was associated with a higher risk of a metabolically unhealthy state in middle-aged men (odds ratio [OR], 1.59; 95% confidence interval [CI], 1.11−2.28) and older men (OR, 2.15; 95% CI, 1.31−3.55). Conclusion: These findings suggest that adequate vitamin D status may help maintain a metabolically healthy state, and the TyG index may help identify vitamin D insufficiency or deficiency, particularly in middle-aged and older South Korean men.
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Toward a longevity diet framework: integrating global evidence for healthy aging in the South Korean population
Soyoung Jung, Hae Jin Kang, Mijoo Choi, Yoo Kyoung Park
Clin Nutr Res 2026;15(2):91-100.   Published online April 30, 2026
DOI: https://doi.org/10.7762/cnr.2026.0015

Objective

As global life expectancy rises, the focus has shifted from longevity alone to healthy aging. Although dietary models such as the Mediterranean, Dietary Approaches to Stop Hypertension (DASH), Mediterranean-DASH Intervention for Neurodegenerative Delay, and EAT-Lancet diets show benefits for specific health outcomes, their direct application to South Korean populations is limited by differences in dietary patterns and cultural practices. This study aimed to develop nutritional criteria for a South Korean-adapted longevity diet framework. Methods: A multiphase development approach was used, including a narrative review of major dietary models and clinical nutrition guidelines to identify key components of a longevity diet. Macronutrient distribution, food group intake, and nutrient-specific recommendations were synthesized into a structured framework. The EAT-Lancet reference diet was adjusted from 2,400 to 2,000 kcal/ day to reflect energy requirements of South Korean adults. Results: The proposed framework comprises six domain-specific recommendations, including macronutrient targets of 50%–65% carbohydrates, 10%–20% protein, and 15%–30% fat, with a 1:1 animal to plant protein ratio. Food group recommendations were tailored to South Korean dietary patterns. The framework addresses weight management, glycemic control, cardiovascular health, cognitive function, muscle function, and skin health. It emphasizes whole grains, dietary fiber, plant-based proteins, and unsaturated fats, while limiting refined carbohydrates, added sugars, and saturated fats. Conclusion: This study presents evidence-based nutritional criteria for a South Korean-adapted longevity diet framework that integrates disease prevention with functional health support to promote healthy aging.

Citations

Citations to this article as recorded by  
  • Life-course nutrition strategies for Korean middle-aged adults across biological transitions, nutritional burdens, and a community-linked precision nutrition model: a narrative review
    Yoo Kyoung Park
    Korean Journal of Community Nutrition.2026; 31(3): 215.     CrossRef
  • 1,719 View
  • 38 Download
  • 1 Crossref