Lifestyle and Environment Nutrition and Metabolic Health

Application of the Total Nutrient Index as a Precision Nutrition Tool to Address Dietary Recommendations Across the Life Course

Cowan-Pyle AE, Tooze JA, Reynolds LM, Gahche JJ, Dwyer JT, Mitchell DC, Carroll RJ, Mallick BK, Bailey RL

Published September 2026 Journal of the Academy of Nutrition and Dietetics
DOI 10.1016/j.jand.2026.156368 PMID 42044742 PMC PMC13575888

Abstract

Background

Indexes are a standardized tool for assessing dietary exposures from foods/beverages (F&B) and have recently been extended to include dietary supplements (DS). The Total Nutrient Index (TNI) (F&B + DS) and the Food Nutrient Index (FNI) (F&B only) were developed to assess micronutrient intakes relative to Dietary Reference Intakes for micronutrients and were previously examined for relative validity among US adults.

Objective

This study examined the micronutrient quality (ie, TNI and FNI) of the diet across all age groups and compared TNI and FNI total and component scores with Healthy Eating Index 2020 scores among the US population. This analysis also sought to demonstrate the flexibility of the TNI and FNI frameworks across the life course.

Design

A nationally representative, cross-sectional analysis of the 2015-2020 National Health and Nutrition Examination Survey demographic, dietary, and dietary supplement data (ie, 24-hour dietary recall and DS inventory) was conducted among the US population.

PARTICIPANTS AND

Setting

This study included US adults and children (aged 1 year and older; n = 19 903) who participated in the 2015-2020 National Health and Nutrition Examination Survey.

Main Outcomes

The main outcome measures were TNI and FNI total and component scores (range = 0 to 100) overall and by age group, with higher scores indicating greater adherence to the Dietary Reference Intakes.

Statistical Analysis

TNI and FNI scores were calculated via the simple algorithm method, for 11 age group-dependent micronutrients (calcium, choline, magnesium, phosphorus, potassium, and vitamins A, B12, C, D, E, and K), and compared with Healthy Eating Index 2020 scores.

Results

Americans scored 72 out of 100 on TNI, but scores varied by age and were higher for the TNI than FNI (∼3 to 11 points.). Younger children (aged 1 to 3 years, TNI = 87; aged 4 to 8 years, TNI = 82) and older adults (aged 71 years and older, TNI = 77) exhibited higher TNI scores than other ages, due to higher calcium, magnesium, and vitamins A, C, and B12 intake. Healthy Eating Index 2020 total scores were low (52) overall and followed similar scoring trajectories by age group as the TNI and FNI.

Conclusions

Evaluating total dietary exposures is important, considering the differential intake patterns from F&B, vs those with DS. Given low Dietary Reference Intakes adherence for some nutrients across the life span, these findings warrant improved diet quality and micronutrient density for many, to optimize nutrition and reduce diet-related chronic disease risk among Americans.

Topics

By this author

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Lifestyle and Environment › Nutrition and Metabolic Health › Micronutrients and Supplements
Alexandra E Cowan-Pyle, Janet A Tooze, Lindsay M Reynolds, Jaime J Gahche, Johanna T Dwyer, Diane C Mitchell, Raymond J Carroll, Bani K Mallick, Regan L Bailey
Alex Cowan-Pyle, A Cowan-Pyle, J Tooze, L Reynolds, J Gahche, J Dwyer, D Mitchell, R Carroll, B Mallick, R Bailey
PMID 42044742 42044742 DOI 10.1016/j.jand.2026.156368 10.1016/j.jand.2026.156368 Cowan-Pyle et al. 2026, Cowan-Pyle 2026