y Mapping postprandial responses sets the scene for targeted dietary advice

被引:5
作者
Brand-Miller, Jennie [1 ]
Buyken, Anette [2 ]
机构
[1] Univ Sydney, Sydney, NSW, Australia
[2] Paderborn Univ, Paderborn, Germany
关键词
D O I
10.1038/s41591-020-0909-1
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
A machine-learning model can predict differences between people in how they respond to meals.
引用
收藏
页码:828 / 830
页数:3
相关论文
共 12 条
[1]   Prediction of postprandial glycemia and insulinemia in lean, young, healthy adults: glycemic load compared with carbohydrate content alone [J].
Bao, Jiansong ;
Atkinson, Fiona ;
Petocz, Peter ;
Willett, Walter C. ;
Brand-Miller, Jennie C. .
AMERICAN JOURNAL OF CLINICAL NUTRITION, 2011, 93 (05) :984-996
[2]   Human postprandial responses to food and potential for precision nutrition [J].
Berry, Sarah E. ;
Valdes, Ana M. ;
Drew, David A. ;
Asnicar, Francesco ;
Mazidi, Mohsen ;
Wolf, Jonathan ;
Capdevila, Joan ;
Hadjigeorgiou, George ;
Davies, Richard ;
Al Khatib, Haya ;
Bonnett, Christopher ;
Ganesh, Sajaysurya ;
Bakker, Elco ;
Hart, Deborah ;
Mangino, Massimo ;
Merino, Jordi ;
Linenberg, Inbar ;
Wyatt, Patrick ;
Ordovas, Jose M. ;
Gardner, Christopher D. ;
Delahanty, Linda M. ;
Chan, Andrew T. ;
Segata, Nicola ;
Franks, Paul W. ;
Spector, Tim D. .
NATURE MEDICINE, 2020, 26 (06) :964-+
[3]   Optimal dietary approaches for prevention of type 2 diabetes: a life-course perspective [J].
Buyken, A. E. ;
Mitchell, P. ;
Ceriello, A. ;
Brand-Miller, J. .
DIABETOLOGIA, 2010, 53 (03) :406-418
[4]   Effect of personalized nutrition on health-related behaviour change: evidence from the Food4Me European randomized controlled trial [J].
Celis-Morales, Carlos ;
Livingstone, Katherine M. ;
Marsaux, Cyril F. M. ;
Macready, Anna L. ;
Fallaize, Rosalind ;
O'Donovan, Clare B. ;
Woolhead, Clara ;
Forster, Hannah ;
Walsh, Marianne C. ;
Navas-Carretero, Santiago ;
San-Cristobal, Rodrigo ;
Tsirigoti, Lydia ;
Lambrinou, Christina P. ;
Mavrogianni, Christina ;
Moschonis, George ;
Kolossa, Silvia ;
Hallmann, Jacqueline ;
Godlewska, Magdalena ;
Surwillo, Agnieszka ;
Traczyk, Iwona ;
Drevon, Christian A. ;
Bouwman, Jildau ;
van Ommen, Ben ;
Grimaldi, Keith ;
Parnell, Laurence D. ;
Matthews, John N. S. ;
Manios, Yannis ;
Daniel, Hannelore ;
AlfredoMartinez, J. ;
Lovegrove, Julie A. ;
Gibney, Eileen R. ;
Brennan, Lorraine ;
Saris, Wim H. M. ;
Gibney, Mike ;
Mathers, John C. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2017, 46 (02) :578-588
[5]   Dietary Glycemic Index and Load and the Risk of Type 2 Diabetes: Assessment of Causal Relations [J].
Livesey, Geoffrey ;
Taylor, Richard ;
Livesey, Helen F. ;
Buyken, Anette E. ;
Jenkins, David J. A. ;
Augustin, Livia S. A. ;
Sievenpiper, John L. ;
Barclay, Alan W. ;
Liu, Simin ;
Wolever, Thomas M. S. ;
Willett, Walter C. ;
Brighenti, Furio ;
Salas-Salvado, Jordi ;
Bjorck, Inger ;
Rizkalla, Salwa W. ;
Riccardi, Gabriele ;
La Vecchia, Carlo ;
Ceriello, Antonio ;
Trichopoulou, Antonia ;
Poli, Andrea ;
Astrup, Arne ;
Kendall, Cyril W. C. ;
Ha, Marie-Ann ;
Baer-Sinnott, Sara ;
Brand-Miller, Jennie C. .
NUTRIENTS, 2019, 11 (06)
[6]  
Livesey Geoffrey, 2019, Mayo Clin Proc Innov Qual Outcomes, V3, P52, DOI 10.1016/j.mayocpiqo.2018.12.007
[7]   Triglycerides and cardiovascular disease [J].
Nordestgaard, Borge G. ;
Varbo, Anette .
LANCET, 2014, 384 (9943) :626-635
[8]   Personalised nutrition and health [J].
Ordovas, Jose M. ;
Ferguson, Lynnette R. ;
Tai, E. Shyong ;
Mathers, John C. .
BMJ-BRITISH MEDICAL JOURNAL, 2018, 361
[9]   Postchallenge plasma glucose and glycemic spikes are more strongly associated with atherosclerosis than fasting glucose or HbA1c level [J].
Temelkova-Kurktschiev, TS ;
Koehler, C ;
Henkel, E ;
Leonhardt, W ;
Fuecker, K ;
Hanefeld, M .
DIABETES CARE, 2000, 23 (12) :1830-1834
[10]   Effects of energy-restricted high-protein, low-fat compared with standard-protein, low-fat diets: a meta-analysis of randomized controlled trials [J].
Wycherley, Thomas P. ;
Moran, Lisa J. ;
Clifton, Peter M. ;
Noakes, Manny ;
Brinkworth, Grant D. .
AMERICAN JOURNAL OF CLINICAL NUTRITION, 2012, 96 (06) :1281-1298