4.6 Article

Development of a Multibiomarker Panel of Healthy Eating Index in United States Adults: A Machine Learning Approach

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Oncology

Establishing 24-Hour Urinary Sucrose Plus Fructose as a Predictive Biomarker for Total Intake

Laurence S. Freedman et al.

Summary: This study compares the biomarker performance of 24-hour urinary sucrose and fructose (24uSF) between feeding studies conducted in the United Kingdom (UK) and Arizona (AZ). The results show that the biomarker meets the criteria for a predictive biomarker, with similar model coefficients and good prediction of UK sugar intakes by the AZ equation. The study suggests that testing the biomarker performance in other populations is recommended.

CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION (2022)

Review Nutrition & Dietetics

Biomarkers of dietary patterns: a systematic review of randomized controlled trials

Shuang Liang et al.

Summary: Most methods for assessing dietary intake have measurement errors. Dietary biomarkers are objective tools for dietary assessment, but biomarkers of dietary patterns have not been well described. Future work should validate novel biomarkers that indicate specific dietary patterns.

NUTRITION REVIEWS (2022)

Article Nutrition & Dietetics

Investigating the performance of 24-h urinary sucrose and fructose as a biomarker of total sugars intake in US participants - a controlled feeding study

Natasha Tasevska et al.

Summary: This study investigated the performance of 24uSF as a biomarker of sugars intake among US participants, finding that total sugars intake was the main determinant of the biomarker. By calibrating the biomarker equation, accurate estimation of total sugars intake was achieved. Future steps include validating the stability assumptions of the calibration equation for further use in diet-disease association studies.

AMERICAN JOURNAL OF CLINICAL NUTRITION (2021)

Article Public, Environmental & Occupational Health

Novel Application of Nutritional Biomarkers From a Controlled Feeding Study and an Observational Study to Characterization of Dietary Patterns in Postmenopausal Women

Marian L. Neuhouser et al.

Summary: This study utilized nutritional biomarkers to identify dietary pattern biomarkers and develop corresponding regression calibration equations to mitigate measurement error in self-reported dietary data. The findings suggest potential for using dietary pattern biomarkers to enhance studies of diet-disease associations.

AMERICAN JOURNAL OF EPIDEMIOLOGY (2021)

Review Nutrition & Dietetics

Nutritional Metabolomics and the Classification of Dietary Biomarker Candidates: A Critical Review

Talha Rafiq et al.

Summary: Recent advances in metabolomics have enabled more objective assessment of food exposures, but the quality of evidence supporting dietary biomarkers as valid measures of food intake needs further evaluation. Studies have identified metabolites associated with specific foods or food groups, but more research is needed to confirm and expand on these findings.

ADVANCES IN NUTRITION (2021)

Article Nutrition & Dietetics

Objective Biomarkers for Total Added Sugar Intake - Are We on a Wild Goose Chase?

Jimmy Chun Yu Louie

ADVANCES IN NUTRITION (2020)

Review Biochemistry & Molecular Biology

Avocado Oil: Characteristics, Properties, and Applications

Marcos Flores et al.

MOLECULES (2019)

Review Genetics & Heredity

Biomarkers of meat and seafood intake: an extensive literature review

Catalina Cuparencu et al.

GENES AND NUTRITION (2019)

Article Nutrition & Dietetics

Serum untargeted metabolomic profile of the Dietary Approaches to Stop Hypertension (DASH) dietary pattern

Casey M. Rebholz et al.

AMERICAN JOURNAL OF CLINICAL NUTRITION (2018)

Article Nutrition & Dietetics

Dietary biomarker evaluation in a controlled feeding study in women from the Women's Health Initiative cohort

Johanna W. Lampe et al.

AMERICAN JOURNAL OF CLINICAL NUTRITION (2017)

Article Health Care Sciences & Services

When and how should multiple imputation be used for handling missing data in randomised clinical trials - a practical guide with flowcharts

Janus Christian Jakobsen et al.

BMC MEDICAL RESEARCH METHODOLOGY (2017)

Article Nutrition & Dietetics

Correspondence of folate dietary intake and biomarker data

Regan L. Bailey et al.

AMERICAN JOURNAL OF CLINICAL NUTRITION (2017)

Editorial Material Medicine, General & Internal

Predicting the Future - Big Data, Machine Learning, and Clinical Medicine

Ziad Obermeyer et al.

NEW ENGLAND JOURNAL OF MEDICINE (2016)

Review Nutrition & Dietetics

Foods, Nutrients, and Dietary Patterns: Interconnections and Implications for Dietary Guidelines

Linda C. Tapsell et al.

ADVANCES IN NUTRITION (2016)

Review Public, Environmental & Occupational Health

Pooled Results From 5 Validation Studies of Dietary Self-Report Instruments Using Recovery Biomarkers for Potassium and Sodium Intake

Laurence S. Freedman et al.

AMERICAN JOURNAL OF EPIDEMIOLOGY (2015)

Article Nutrition & Dietetics

Evaluation of dietary patterns among Norwegian postmenopausal women using plasma carotenoids as biomarkers

Marianne S. Markussen et al.

BRITISH JOURNAL OF NUTRITION (2015)

Article Public, Environmental & Occupational Health

Pooled Results From 5 Validation Studies of Dietary Self-Report Instruments Using Recovery Biomarkers for Energy and Protein Intake

Laurence S. Freedman et al.

AMERICAN JOURNAL OF EPIDEMIOLOGY (2014)

Article Statistics & Probability

Regression shrinkage and selection via the lasso: a retrospective

Robert Tibshirani

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2011)

Review Nutrition & Dietetics

Folic Acid Food Fortification-Its History, Effect, Concerns, and Future Directions

Krista S. Crider et al.

NUTRIENTS (2011)

Article Computer Science, Artificial Intelligence

LIBSVM: A Library for Support Vector Machines

Chih-Chung Chang et al.

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY (2011)

Article Biochemical Research Methods

Permutation importance: a corrected feature importance measure

Andre Altmann et al.

BIOINFORMATICS (2010)

Review Genetics & Heredity

Biomarkers in nutritional epidemiology: applications, needs and new horizons

Mazda Jenab et al.

HUMAN GENETICS (2009)

Article Food Science & Technology

Fat content and fatty acid compositions of 34 marine water fish species from the Mediterranean Sea

Yesim Ozogul et al.

INTERNATIONAL JOURNAL OF FOOD SCIENCES AND NUTRITION (2009)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)

Article Statistics & Probability

Greedy function approximation: A gradient boosting machine

JH Friedman

ANNALS OF STATISTICS (2001)

Article Agriculture, Multidisciplinary

Fatty acid composition of lipids in sea buckthorn (Hippophae rhamnoides L.) berries of different origins

BR Yang et al.

JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY (2001)