Healthy Food Recommendations? Thanks, but No Thanks: An Explanation Interface for Food Recommendations in a Real-Life Workplace Deployment (Preprint) DOI Creative Commons
Robin De Croon,

Daniela Segovia-Lizano,

Paul Finglas

и другие.

JMIR mhealth and uhealth, Год журнала: 2023, Номер unknown

Опубликована: Июль 26, 2023

Despite widespread awareness of healthy eating principles, many individuals struggle to translate this knowledge into consistent, sustainable dietary change. Food recommender systems, increasingly used in various settings, offer the potential for personalized guidance and behavior change support. However, traditional approaches may prioritize user preferences or popularity metrics without sufficiently considering long-term nutritional goals. This can inadvertently reinforce unhealthy patterns. Emerging research suggests that incorporating explanations systems increase transparency, promote informed decision-making, potentially influence food choices. Yet, effectiveness promoting choices within complex, real-world environments remain largely unexplored. study aims investigate design, implementation, preliminary evaluation a system integrates catering application. We seek understand how such while addressing inherent tensions between control, meal variety, need nutritionally sound recommendations. Specifically, our objectives are (1) identify key design considerations recommenders balance personalization, guidance, experience; (2) conduct proof-of-principle real-life setting assess system's effect on understanding, trust, An iterative, user-centered process guided development refinement across 4 phases: (Phase 0) an exploratory qualitative (N=26) stakeholder needs initial impressions, (Phases 1 2) rapid prototyping deployments (N=45 N=16, respectively) iteratively improve usability features, 3) with employees (N=136) evaluate set collected mix data, including usage logs, pre- post-study questionnaires, in-app feedback, post-Food Frequency Questionnaire establish profiles. Although we experienced high drop-out (77% after 7 weeks), motivated remaining participants valued personalization particularly ability configure allergies lifestyle preferences. Explanations increased understanding recommendations created sense even when options did not fully align. mismatch persisted individual optimal highlights challenge balancing promotion eating. Integrating might be promising supporting healthier creating more Our findings could highlight importance control both practical limitations service settings While resolving tension immediate health goals is ongoing challenge, play crucial role conscious decision-making.

Язык: Английский

Precision nutrition: A review of current approaches and future endeavors DOI
Katherine M. Livingstone, Omar Ramos-López, Louis Pérusse

и другие.

Trends in Food Science & Technology, Год журнала: 2022, Номер 128, С. 253 - 264

Опубликована: Сен. 1, 2022

Язык: Английский

Процитировано

71

Microbiome epidemiology and association studies in human health DOI
Hannah VanEvery, Eric A. Franzosa, Long H. Nguyen

и другие.

Nature Reviews Genetics, Год журнала: 2022, Номер 24(2), С. 109 - 124

Опубликована: Окт. 5, 2022

Язык: Английский

Процитировано

56

Nutritional optimization of fecal microbiota transplantation in humans: a scoping review DOI Creative Commons
Levi Teigen, Austin Hoeg,

Hannia Zehra

и другие.

Gut Microbes, Год журнала: 2025, Номер 17(1)

Опубликована: Янв. 8, 2025

Diet constitutes a major source of nutrient flow to the gut microbes. As such, it can be used help shape microbiome. Fecal microbiota transplantation (FMT) is an increasingly promising therapy in disease states beyond recurrent Clostridioides difficile infection, but diet largely overlooked for its potential optimize this therapy. Therefore, aim scoping review present literature landscape that captures pre- and post-FMT dietary intake humans, identify research gaps, provide recommendations future research. A comprehensive search strategy was developed searches were run five databases. Studies included if they discussed adults who underwent FMT any recognized treatment indication had as study objective, encompassed studies with interventions foods supplements. The initial screening identified total 7721 articles, which 18 met inclusion criteria review. heterogeneous, taken together, introduce framework defines important nutritional considerations both donors recipients period around dosing. This summarized highlights opportunities available develop FMT-based precision nutrition strategies clinical efficacy.

Язык: Английский

Процитировано

2

Diversity of plant DNA in stool is linked to dietary quality, age, and household income DOI Creative Commons
Brianna L. Petrone, Ammara Aqeel,

Sharon Jiang

и другие.

Proceedings of the National Academy of Sciences, Год журнала: 2023, Номер 120(27)

Опубликована: Июнь 27, 2023

Eating a varied diet is central tenet of good nutrition. Here, we develop molecular tool to quantify human dietary plant diversity by applying DNA metabarcoding with the chloroplast trnL-P6 marker 1,029 fecal samples from 324 participants across two interventional feeding studies and three observational cohorts. The number taxa per sample (plant richness or pMR) correlated recorded intakes in diets indices calculated food frequency questionnaire typical (ρ = 0.40 0.63). In adolescents unable collect validated survey data, trnL detected 111 taxa, 86 consumed more than one individual four (wheat, chocolate, corn, potato family) >70% individuals. Adolescent pMR was associated age household income, replicating prior epidemiologic findings. Overall, promises an objective accurate measure types plants that applicable diverse populations.

Язык: Английский

Процитировано

21

Designing healthier bread through the lens of the gut microbiota DOI Creative Commons
Yaqin Wang, Ching Jian, Anne Salonen

и другие.

Trends in Food Science & Technology, Год журнала: 2023, Номер 134, С. 13 - 28

Опубликована: Фев. 8, 2023

Food systems worldwide have become industrialized over the past century with impacts on diets, nutrition and health. The trade-offs between affordability higher-quality diets can be exemplified by industrially produced, refined wheat bread. There is substantial demand for designing healthier bread, host-microbiota commensalism has emerged as a key factor in food product development aiming to deliver health benefits. Based pre-clinical clinical studies, this review provides an overview of main strategies healthy bread from microbiota perspective. We also discuss how microbiota-based precision harnessed design tailored specific individuals or populations. In addition being important source dietary fiber phytochemicals, largest contributor intake common additives countries consuming Western-like ramifications disease via gut microbiota. Pre-clinical small-scale studies suggest that use alternative grains, supplementation induce functional properties sourdough fermentation hold great potential reducing risk factors associated diet-related non-communicable diseases modulating Nevertheless, ingredients formulated may need applied targeted individual-specific manner expected benefits avoid potentially detrimental consequences. Overall, we identify major knowledge gaps research opportunities developing gut-friendly breads scientifically validated

Язык: Английский

Процитировано

20

Diet Quality and the Fecal Microbiota in Adults in the American Gut Project DOI Creative Commons

Alexis D Baldeon,

Daniel McDonald, Antonio González

и другие.

Journal of Nutrition, Год журнала: 2023, Номер 153(7), С. 2004 - 2015

Опубликована: Фев. 22, 2023

The Dietary Guidelines for Americans advises on dietary intake to meet nutritional needs, promote health, and prevent diseases. Diet affects the intestinal microbiota is increasingly linked health. It vital investigate relationships between diet quality better understand impact of nutrition human health.This study aimed differences in fecal composition adults from American Gut Project based their adherence Americans.This was a cross-sectional analysis 16S sequencing food frequency data subset (n = 432; age 18-60 y; 65% female, 89% white) participating crowdsourced Project. Healthy Eating Index-2015 assessed compliance with Guideline recommendations. cohort divided into tertiles scores, taxonomic abundances diversity were compared high low scorers.The mean Total Score low-scoring (58.1 ± 5.4) comparable reported score average adult (56.7). High scorers components related vegetables, grains, dairy had greater alpha than scorers. fatty acid component lower (95% CI: 0.35, 1.85). A positive log-fold difference abundance plant carbohydrate-metabolizing taxa families Lachnospiraceae Ruminococcaceae observed high-scoring Score, vegetable, fruit, grain (Benjamini-Hochberg; q < 0.05).Adults demonstrated higher bacteria capable metabolizing complex carbohydrates, providing evidence how support gut microbiota.

Язык: Английский

Процитировано

16

Unique Pakistani gut microbiota highlights population-specific microbiota signatures of type 2 diabetes mellitus DOI Creative Commons

Afshan Saleem,

Aamer Ikram, Evgenia Dikareva

и другие.

Gut Microbes, Год журнала: 2022, Номер 14(1)

Опубликована: Ноя. 2, 2022

Biogeographic variations in the gut microbiota are pivotal to understanding global pattern of host–microbiota interactions prevalent lifestyle-related diseases. Pakistani adults, having an exceptionally high prevalence type 2 diabetes mellitus (T2D), one most understudied populations research date. The aim present study is examine across individuals from Pakistan and other non-industrialized industrialized lifestyles with a focus on T2D. fecal samples 94 urban-dwelling adults without T2D were profiled by bacterial 16S ribosomal RNA gene fungal internal transcribed spacer (ITS) region amplicon sequencing eubacterial qPCR, plasma quantified for circulating levels lipopolysaccharide-binding protein (LBP) activation ability Toll-like receptor (TLR)-signaling. Publicly available datasets generated comparable molecular methods retrieved comparative analysis microbiota. Overall, urbanized Pakistanis' was similar that transitional or populations, depleted Akkermansiaceae enriched Prevotellaceae (dominated non-Westernized clades Prevotella copri). relatively proportion Atopobiaceae appeared be unique characteristic Pakistanis had elevated LBP TLR-signaling circulation as well microbial signatures atypical e.g., increased relative abundance Libanicoccus/Parolsenella, limiting inter-population extrapolation microbiota-based classifiers Taken together, our findings call more representation extend applicability diagnostics therapeutics.

Язык: Английский

Процитировано

16

Integrating artificial intelligence in exploring multiscale gut microbiota and diet relations for health promotion: A comprehensive review DOI
Zixin Yang, Jinlin Zhu, Wenwei Lu

и другие.

Food Bioscience, Год журнала: 2024, Номер 61, С. 104541 - 104541

Опубликована: Июнь 15, 2024

Язык: Английский

Процитировано

3

Fecal Microbiota and Metabolites Predict Metabolic Health Features Across Various Dietary Patterns in Adults DOI Creative Commons

Alexis D Baldeon,

Tori Holthaus, Naiman A. Khan

и другие.

Journal of Nutrition, Год журнала: 2025, Номер unknown

Опубликована: Март 1, 2025

Consuming healthful dietary patterns reduces the risk of developing metabolic diseases and nourishes intestinal microbiota. Thus, investigating microbial underpinnings influences on health is clinical interest. To determine unique contributions fecal taxa metabolites in predicting markers adults across various patterns. Dietary, metabolic, microbiota metabolome data from 118 (25-45y) were used for these cross-sectional analyses. The Diet History Questionnaire II assessed adherence to Dietary Approaches Stop Hypertension (DASH), Mediterranean diet, Mediterranean-DASH Intervention Neurocognitive Delay (MIND), Healthy Eating Index-2020 (HEI-2020). Metabolic features included waist circumference, blood pressure, circulating triglyceride (TG), high-density lipoprotein cholesterol (HDL), glucose concentrations. Microbiota composition was via 16S amplicon sequencing volatile fatty acid bile concentrations measured by targeted metabolomics. ANCOM-BC2 correlation analyses screen independently associated with markers. Then, hierarchical linear regression models evaluate select beyond HEI-2020 positively richness (p = 0.02). Beta diversity varied all < 0.05). DASH diet scores, [Eubacterium] xylanophilum abundance, deoxycholic (DCA) concentration explained most variance systolic (R2 0.32) diastolic 0.26) pressure compared other features. TG best predicted MIND [E]. eligens isobutyrate 0.24). Integrating alongside indices improved marker prediction. These results point a potential role underpinning physiological responses highlight biomarkers health.

Язык: Английский

Процитировано

0

Best Practices and Considerations for Conducting Research on Diet-Gut Microbiome Interactions and their Impact on Health in Adult Populations: An Umbrella Review DOI Creative Commons

Tatiana Diacova,

Christopher J. Cifelli, Cindy D. Davis

и другие.

Advances in Nutrition, Год журнала: 2025, Номер unknown, С. 100419 - 100419

Опубликована: Апрель 1, 2025

Язык: Английский

Процитировано

0