Abstract
Background: The 2018 World Cancer Research Fund/American Institute for Cancer Research (WCRF/AICR) 3rd expert report highlights up-to-date Cancer Prevention Recommendations that may reduce burdens of many chronic diseases, including diabetes. This study examined if following a lifestyle that aligns with the recommendations – assessed via the 2018 WCRF/AICR Score – was associated with lower risk of type 2 diabetes in high-risk adults participating in the Diabetes Prevention Program Outcomes Study (DPPOS). Methods: The Diabetes Prevention Program (DPP) randomized adults at high risk for diabetes to receive a lifestyle intervention (ILS), metformin (MET) or a placebo (PLB) (mean: 3.2 years), with additional follow-up in DPPOS for 11 years (mean: 15 years total). 2018 WCRF/AICR Scores included seven components: body weight, physical activity, plant-based foods, fast foods, red and processed meat, sugar-sweetened beverages, and alcohol; the optional breastfeeding component was excluded. Scores ranged 0-7 points (with greater scores indicating greater alignment with the recommendations) and were estimated at years 0, 1, 5, 6, 9, and 15 (N=3,147). Fasting glucose and HbA1c were measured every six months and oral glucose tolerance tests were performed annually. Adjusted Cox proportional hazard ratios (HRs) and 95% confidence intervals (CIs) were used to examine the association of both Score changes from years 0-1 and time-dependent Score changes on diabetes risk through DPP and year 15. Results: Scores improved within all groups over 15 years (p<0.001); ILS Scores improved more than MET or PLB Scores after 1 year (p<0.001). For every 1-unit improvement from years 0-1, there was a 31% and 15% lower diabetes risk in ILS (95% CI: 0.56-0.84) and PLB (95% CI: 0.72-0.97) through DPP, and no significant association in MET. Associations were greatest among American Indian participants, followed by non-Hispanic White and Hispanic participants. Score changes from years 0-1 and time-dependent Score changes in ILS and PLB remained associated with lower risk through year 15. Conclusions: Score improvements were associated with long-term, lower diabetes risk among high-risk adults randomized to ILS and PLB, but not MET. Future research should explore impact of the Score on cancer risk.
Original language | English |
---|---|
Article number | 105 |
Journal | BMC Nutrition |
Volume | 8 |
Issue number | 1 |
DOIs | |
State | Published - Dec 2022 |
Keywords
- Alcohol
- Diet
- Disease prevention
- Obesity
- Physical activity
- Weight
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In: BMC Nutrition, Vol. 8, No. 1, 105, 12.2022.
Research output: Contribution to journal › Article › peer-review
TY - JOUR
T1 - The 2018 World Cancer Research Fund (WCRF)/American Institute for Cancer Research (AICR) score and diabetes risk in the Diabetes Prevention Program Outcomes Study (DPPOS)
AU - DPP Research Group
AU - Shams-White, Marissa M.
AU - Tjaden, Ashley H.
AU - Edelstein, Sharon L.
AU - Bassiouni, Sarah
AU - Kahle, Lisa L.
AU - Kim, Catherine
AU - Pi-Sunyer, Xavier
AU - Temple, Karla A.
AU - Venditti, Elizabeth M.
AU - Reedy, Jill
AU - Heckman-Stoddard, Brandy M.
AU - Bray, George A.
AU - Gadde, Kishore M.
AU - Culbert, Iris W.
AU - Arceneaux, Jennifer
AU - Chatellier, Annie
AU - Dragg, Amber
AU - Champagne, Catherine M.
AU - Duncan, Crystal
AU - Eberhardt, Barbara
AU - Greenway, Frank
AU - Guillory, Fonda G.
AU - Herbert, April A.
AU - Jeffirs, Michael L.
AU - Kennedy, Betty M.
AU - Levy, Erma
AU - Lockett, Monica
AU - Lovejoy, Jennifer C.
AU - Morris, Laura H.
AU - Melancon, Lee E.
AU - Ryan, Donna H.
AU - Sanford, Deborah A.
AU - Smith, Kenneth G.
AU - Smith, Lisa L.
AU - St. Amant, Julia A.
AU - Tulley, Richard T.
AU - Vicknair, Paula C.
AU - Williamson, Donald
AU - Zachwieja, Jeffery J.
AU - Polonsky, Kenneth S.
AU - Tobian, Janet
AU - Ehrmann, David A.
AU - Matulik, Margaret J.
AU - Clark, Bart
AU - Czech, Kirsten
AU - DeSandre, Catherine
AU - Hilbrich, Ruthanne
AU - McNabb, Wylie
AU - Semenske, Ann R.
AU - Caro, Jose F.
AU - Furlong, Kevin
AU - Goldstein, Barry J.
AU - Watson, Pamela G.
AU - Smith, Kellie A.
AU - Mendoza, Jewel
AU - Wildman, Wendi
AU - Liberoni, Renee
AU - Spandorfer, John
AU - Pepe, Constance
AU - Donahue, Richard P.
AU - Goldberg, Ronald B.
AU - Prineas, Ronald
AU - Calles, Jeanette
AU - Ojito, Juliet
AU - Rowe, Patricia
AU - Cassanova-Romero, Paul
AU - Castillo-Florez, Sumaya
AU - Florez, Hermes J.
AU - Giannella, Anna
AU - Kirby, Lascelles
AU - Larreal, Carmen
AU - Lara, Olga
AU - McLymont, Valerie
AU - Mendez, Jadell
AU - Perry, Arlette
AU - Saab, Patrice
AU - Veciana, Beth
AU - Haffner, Steven M.
AU - Hazuda, Helen P.
AU - Montez, Maria G.
AU - Hattaway, Kathy
AU - Lorenzo, Carlos
AU - Martinez, Arlene
AU - Walker, Tatiana
AU - Dabelea, Dana
AU - Hamman, Richard F.
AU - Nash, Patricia V.
AU - Steinke, Sheila C.
AU - Testaverde, Lisa
AU - Anderson, Denise R.
AU - Ballonoff, Larry B.
AU - Bouffard, Alexis
AU - Bucca, Brian
AU - Calonge, B. Ned
AU - Delve, Lynne
AU - Farago, Martha
AU - Hill, James O.
AU - Hoyer, Shelley R.
AU - Jenkins, Tonya
AU - Jortberg, Bonnie T.
AU - Lenz, Dione
AU - Miller, Marsha
AU - Perreault, Leigh
AU - Price, David W.
AU - Regensteiner, Judith G.
AU - Seagle, Helen
AU - Smith, Carissa M.
AU - VanDorsten, Brent
AU - Horton, Edward S.
AU - Lawton, Kathleen E.
AU - Poirier, Catherine S.
AU - Swift, Kati
AU - Arky, Ronald A.
AU - Bryant, Marybeth
AU - Burke, Jacqueline P.
AU - Caballero, Enrique
AU - Callaphan, Karen M.
AU - Fargnoli, Barbara
AU - Franklin, Therese
AU - Ganda, Om P.
AU - Guidi, Ashley
AU - Guido, Mathew
AU - Jackson, Sharon D.
AU - Jacobsen, Alan M.
AU - Lambert, Lori
AU - Ledbury, Sarah
AU - Kocal, Margaret
AU - Kula, Lyn M.
AU - Malloy, Maureen A.
AU - Nicosia, Maryanne
AU - Oldmixon, Cathryn F.
AU - Pan, Jocelyn
AU - Quitingon, Marizel
AU - Rubtchinsky, Stacy
AU - Sansoucy, Jessica
AU - Schweizer, Dana
AU - Seely, Ellen W.
AU - Simonson, Donald
AU - Smith, Fannie
AU - Solomon, Caren G.
AU - Spellman, Jeanne
AU - Warram, James
AU - Kahn, Steven E.
AU - Montgomery, Brenda K.
AU - Fujimoto, Wilfred
AU - Knopp, Robert H.
AU - Lipkin, Edward W.
AU - Marr, Michelle
AU - Morgan-Taggart, Ivy
AU - Murillo, Anne
AU - Trence, Dace
AU - Taylor, Lonnese
AU - Thomas, April
AU - Tsai, Elaine C.
AU - Dagogo-Jack, Samuel
AU - Kitabchi, Abbas E.
AU - Murphy, Mary E.
AU - Taylor, Laura
AU - Dolgoff, Jennifer
AU - Applegate, William B.
AU - Bryer-Ash, Michael
AU - Clark, Debra
AU - Frieson, Sandra L.
AU - Ibebuogu, Uzoma
AU - Imseis, Raed
AU - Lambeth, Helen
AU - Lichtermann, Lynne C.
AU - Oktaei, Hooman
AU - Ricks, Harriet
AU - Rutledge, Lily M.K.
AU - Sherman, Amy R.
AU - Smith, Clara M.
AU - Soberman, Judith E.
AU - Williams-Cleaves, Beverly
AU - Metzger, Boyd E.
AU - Molitch, Mark E.
AU - Johnson, Mariana K.
AU - Adelman, Daphne T.
AU - Behrends, Catherine
AU - Cook, Michelle
AU - Fitzgibbon, Marian
AU - Giles, Mimi M.
AU - Heard, Deloris
AU - Johnson, Cheryl K.H.
AU - Larsen, Diane
AU - Lowe, Anne
AU - Lyman, Megan
AU - McPherson, David
AU - Penn, Samsam C.
AU - Pitts, Thomas
AU - Reinhart, Renee
AU - Roston, Susan
AU - Schinleber, Pamela A.
AU - Nathan, David M.
AU - McKitrick, Charles
AU - Turgeon, Heather
AU - Larkin, Mary
AU - White, Neil H.
AU - Brown, Angela L.
AU - Chen, Ling
N1 - Funding Information: The DPP Research Group gratefully acknowledges the commitment and dedication of the participants of the DPP and DPPOS. Research reported in this publication was supported by the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) of the National Institutes of Health (NIH) under award numbers U01 DK048489, U01 DK048339, U01 DK048377, U01 DK048349, U01 DK048381, U01 DK048468, U01 DK048434, U01 DK048485, U01 DK048375, U01 DK048514, U01 DK048437, U01 DK048413, U01 DK048411, U01 DK048406, U01 DK048380, U01 DK048397, U01 DK048412, U01 DK048404, U01 DK048387, U01 DK048407, U01 DK048443, and U01 DK048400, by providing funding during DPP and DPPOS to the clinical centers and the Coordinating Center for the design and conduct of the study, and collection, management, analysis, and interpretation of the data. Funding was also provided by the National Institute of Child Health and Human Development, the National Institute on Aging, the National Eye Institute, the National Heart Lung and Blood Institute, the National Cancer Institute, the Office of Research on Women’s Health, the National Institute on Minority Health and Health Disparities, the Centers for Disease Control and Prevention, and the American Diabetes Association. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. The Southwestern American Indian Centers were supported directly by the NIDDK, including its Intramural Research Program, and the Indian Health Service. The General Clinical Research Center Program, National Center for Research Resources, and the Department of Veterans Affairs supported data collection at many of the clinical centers. Merck KGaA provided medication for DPPOS. DPP/DPPOS have also received donated materials, equipment, or medicines for concomitant conditions from Bristol-Myers Squibb, Parke-Davis, and LifeScan Inc., Health O Meter, Hoechst Marion Roussel, Inc., Merck-Medco Managed Care, Inc., Merck and Co., Nike Sports Marketing, Slim Fast Foods Co., and Quaker Oats Co. McKesson BioServices Corp., Matthews Media Group, Inc., and the Henry M. Jackson Foundation provided support services under subcontract with the Coordinating Center. The sponsor of this study was represented on the Steering Committee and played a part in study design, how the study was done, and publication. All authors in the writing group had access to all data. The opinions expressed are those of the study group and do not necessarily reflect the views of the funding agencies. A complete list of the DPP Research group, Centers, investigators, and staff can be found in the supplementary material. AHT and SLE are the guarantor of this work and, as such, had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis. Funding Information: The DPP Research Group gratefully acknowledges the commitment and dedication of the participants of the DPP and DPPOS. Research reported in this publication was supported by the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) of the National Institutes of Health (NIH) under award numbers U01 DK048489, U01 DK048339, U01 DK048377, U01 DK048349, U01 DK048381, U01 DK048468, U01 DK048434, U01 DK048485, U01 DK048375, U01 DK048514, U01 DK048437, U01 DK048413, U01 DK048411, U01 DK048406, U01 DK048380, U01 DK048397, U01 DK048412, U01 DK048404, U01 DK048387, U01 DK048407, U01 DK048443, and U01 DK048400, by providing funding during DPP and DPPOS to the clinical centers and the Coordinating Center for the design and conduct of the study, and collection, management, analysis, and interpretation of the data. Funding was also provided by the National Institute of Child Health and Human Development, the National Institute on Aging, the National Eye Institute, the National Heart Lung and Blood Institute, the National Cancer Institute, the Office of Research on Women’s Health, the National Institute on Minority Health and Health Disparities, the Centers for Disease Control and Prevention, and the American Diabetes Association. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. The Southwestern American Indian Centers were supported directly by the NIDDK, including its Intramural Research Program, and the Indian Health Service. The General Clinical Research Center Program, National Center for Research Resources, and the Department of Veterans Affairs supported data collection at many of the clinical centers. Merck KGaA provided medication for DPPOS. DPP/DPPOS have also received donated materials, equipment, or medicines for concomitant conditions from Bristol-Myers Squibb, Parke-Davis, and LifeScan Inc., Health O Meter, Hoechst Marion Roussel, Inc., Merck-Medco Managed Care, Inc., Merck and Co., Nike Sports Marketing, Slim Fast Foods Co., and Quaker Oats Co. McKesson BioServices Corp., Matthews Media Group, Inc., and the Henry M. Jackson Foundation provided support services under subcontract with the Coordinating Center. The sponsor of this study was represented on the Steering Committee and played a part in study design, how the study was done, and publication. All authors in the writing group had access to all data. The opinions expressed are those of the study group and do not necessarily reflect the views of the funding agencies. A complete list of the DPP Research group, Centers, investigators, and staff can be found in the supplementary material. Publisher Copyright: © 2022, The Author(s).
PY - 2022/12
Y1 - 2022/12
N2 - Background: The 2018 World Cancer Research Fund/American Institute for Cancer Research (WCRF/AICR) 3rd expert report highlights up-to-date Cancer Prevention Recommendations that may reduce burdens of many chronic diseases, including diabetes. This study examined if following a lifestyle that aligns with the recommendations – assessed via the 2018 WCRF/AICR Score – was associated with lower risk of type 2 diabetes in high-risk adults participating in the Diabetes Prevention Program Outcomes Study (DPPOS). Methods: The Diabetes Prevention Program (DPP) randomized adults at high risk for diabetes to receive a lifestyle intervention (ILS), metformin (MET) or a placebo (PLB) (mean: 3.2 years), with additional follow-up in DPPOS for 11 years (mean: 15 years total). 2018 WCRF/AICR Scores included seven components: body weight, physical activity, plant-based foods, fast foods, red and processed meat, sugar-sweetened beverages, and alcohol; the optional breastfeeding component was excluded. Scores ranged 0-7 points (with greater scores indicating greater alignment with the recommendations) and were estimated at years 0, 1, 5, 6, 9, and 15 (N=3,147). Fasting glucose and HbA1c were measured every six months and oral glucose tolerance tests were performed annually. Adjusted Cox proportional hazard ratios (HRs) and 95% confidence intervals (CIs) were used to examine the association of both Score changes from years 0-1 and time-dependent Score changes on diabetes risk through DPP and year 15. Results: Scores improved within all groups over 15 years (p<0.001); ILS Scores improved more than MET or PLB Scores after 1 year (p<0.001). For every 1-unit improvement from years 0-1, there was a 31% and 15% lower diabetes risk in ILS (95% CI: 0.56-0.84) and PLB (95% CI: 0.72-0.97) through DPP, and no significant association in MET. Associations were greatest among American Indian participants, followed by non-Hispanic White and Hispanic participants. Score changes from years 0-1 and time-dependent Score changes in ILS and PLB remained associated with lower risk through year 15. Conclusions: Score improvements were associated with long-term, lower diabetes risk among high-risk adults randomized to ILS and PLB, but not MET. Future research should explore impact of the Score on cancer risk.
AB - Background: The 2018 World Cancer Research Fund/American Institute for Cancer Research (WCRF/AICR) 3rd expert report highlights up-to-date Cancer Prevention Recommendations that may reduce burdens of many chronic diseases, including diabetes. This study examined if following a lifestyle that aligns with the recommendations – assessed via the 2018 WCRF/AICR Score – was associated with lower risk of type 2 diabetes in high-risk adults participating in the Diabetes Prevention Program Outcomes Study (DPPOS). Methods: The Diabetes Prevention Program (DPP) randomized adults at high risk for diabetes to receive a lifestyle intervention (ILS), metformin (MET) or a placebo (PLB) (mean: 3.2 years), with additional follow-up in DPPOS for 11 years (mean: 15 years total). 2018 WCRF/AICR Scores included seven components: body weight, physical activity, plant-based foods, fast foods, red and processed meat, sugar-sweetened beverages, and alcohol; the optional breastfeeding component was excluded. Scores ranged 0-7 points (with greater scores indicating greater alignment with the recommendations) and were estimated at years 0, 1, 5, 6, 9, and 15 (N=3,147). Fasting glucose and HbA1c were measured every six months and oral glucose tolerance tests were performed annually. Adjusted Cox proportional hazard ratios (HRs) and 95% confidence intervals (CIs) were used to examine the association of both Score changes from years 0-1 and time-dependent Score changes on diabetes risk through DPP and year 15. Results: Scores improved within all groups over 15 years (p<0.001); ILS Scores improved more than MET or PLB Scores after 1 year (p<0.001). For every 1-unit improvement from years 0-1, there was a 31% and 15% lower diabetes risk in ILS (95% CI: 0.56-0.84) and PLB (95% CI: 0.72-0.97) through DPP, and no significant association in MET. Associations were greatest among American Indian participants, followed by non-Hispanic White and Hispanic participants. Score changes from years 0-1 and time-dependent Score changes in ILS and PLB remained associated with lower risk through year 15. Conclusions: Score improvements were associated with long-term, lower diabetes risk among high-risk adults randomized to ILS and PLB, but not MET. Future research should explore impact of the Score on cancer risk.
KW - Alcohol
KW - Diet
KW - Disease prevention
KW - Obesity
KW - Physical activity
KW - Weight
UR - http://www.scopus.com/inward/record.url?scp=85138611143&partnerID=8YFLogxK
U2 - 10.1186/s40795-022-00596-7
DO - 10.1186/s40795-022-00596-7
M3 - Article
C2 - 36131333
AN - SCOPUS:85138611143
SN - 2055-0928
VL - 8
JO - BMC Nutrition
JF - BMC Nutrition
IS - 1
M1 - 105
ER -