Fred K Tabung1,2,3, Edward L Giovannucci1,2,4, Franco Giulianini3, Liming Liang5, Paulette D Chandler3, Raji Balasubramanian6, JoAnn E Manson2,3,4, Elizabeth M Cespedes Feliciano7, Kathleen M Hayden8, Linda Van Horn9, Kathryn M Rexrode3,10. 1. Departments of Nutrition, Epidemiology, and Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA. 2. Departments of Epidemiology, and Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA. 3. Division of Preventive Medicine, Department of Medicine. 4. Channing Division of Network Medicine, Department of Medicine. 5. Departments of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA. 6. Department of Biostatistics and Epidemiology, University of Massachusetts-Amherst, Amherst, MA. 7. Division of Research, Kaiser Permanente Northern California, Oakland, CA. 8. Department of Social Sciences and Health Policy, Wake Forest School of Medicine, Winston-Salem, NC. 9. Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL. 10. Division of Women's Health, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
Abstract
BACKGROUND: The empirical dietary inflammatory pattern (EDIP) score has been associated with concentrations of circulating inflammatory biomarkers in European Americans. OBJECTIVE: We used the EDIP score, a weighted sum of 18 food groups that characterizes dietary inflammatory potential based on circulating concentrations of inflammatory biomarkers, to test the hypothesis that a pro-inflammatory dietary pattern is associated with inflammatory biomarker concentrations in a US multi-ethnic population. METHODS: In this cross-sectional study, we calculated EDIP scores using baseline food frequency questionnaire data from 31,472 women, aged 50-79 y, in the Women's Health Initiative observational study and clinical trials. Circulating biomarkers outcomes at baseline were: C-reactive protein (CRP), interleukin-6 (IL-6), tumor necrosis factor (TNF)-α, TNF receptor (TNFR) 1 and 2, and adiponectin. We used multivariable-adjusted linear regression analyses to estimate absolute concentrations and relative differences in biomarker concentrations, overall and in subgroups of race/ethnicity and BMI (body mass index) categories. RESULTS: Independent of energy intake, BMI, physical activity, and other potential confounding variables, higher EDIP scores were significantly associated with higher (lower for adiponectin) absolute concentrations of all 6 biomarkers. On the relative scale, the percentage of difference in the concentration of biomarkers, among women in the highest compared to the lowest EDIP quintile, was: CRP, +13% (P-trend < 0.0001); IL-6, +15% (P-trend < 0.0001); TNF-α, +7% (P-trend = 0.0007); TNFR1, +4% (P-trend = 0.0009); TNFR2, +5% (P-trend < 0.0001); and adiponectin, -13% (P-trend <0.0001). These associations differed by racial/ethnic groups and by BMI categories. Whereas the absolute biomarker concentrations were lower among European-American women and among normal-weight women, the associations with diet were stronger than among women of African-American or Hispanic/Latino origin and among overweight and obese women. CONCLUSIONS: Findings demonstrate the successful replication of an empirical hypothesis-oriented a posteriori dietary pattern score in a multi-ethnic population of postmenopausal women, with subgroup differences by race/ethnicity and body weight. Future research needs to apply the score in non-US populations.
BACKGROUND: The empirical dietary inflammatory pattern (EDIP) score has been associated with concentrations of circulating inflammatory biomarkers in European Americans. OBJECTIVE: We used the EDIP score, a weighted sum of 18 food groups that characterizes dietary inflammatory potential based on circulating concentrations of inflammatory biomarkers, to test the hypothesis that a pro-inflammatory dietary pattern is associated with inflammatory biomarker concentrations in a US multi-ethnic population. METHODS: In this cross-sectional study, we calculated EDIP scores using baseline food frequency questionnaire data from 31,472 women, aged 50-79 y, in the Women's Health Initiative observational study and clinical trials. Circulating biomarkers outcomes at baseline were: C-reactive protein (CRP), interleukin-6 (IL-6), tumor necrosis factor (TNF)-α, TNF receptor (TNFR) 1 and 2, and adiponectin. We used multivariable-adjusted linear regression analyses to estimate absolute concentrations and relative differences in biomarker concentrations, overall and in subgroups of race/ethnicity and BMI (body mass index) categories. RESULTS: Independent of energy intake, BMI, physical activity, and other potential confounding variables, higher EDIP scores were significantly associated with higher (lower for adiponectin) absolute concentrations of all 6 biomarkers. On the relative scale, the percentage of difference in the concentration of biomarkers, among women in the highest compared to the lowest EDIP quintile, was: CRP, +13% (P-trend < 0.0001); IL-6, +15% (P-trend < 0.0001); TNF-α, +7% (P-trend = 0.0007); TNFR1, +4% (P-trend = 0.0009); TNFR2, +5% (P-trend < 0.0001); and adiponectin, -13% (P-trend <0.0001). These associations differed by racial/ethnic groups and by BMI categories. Whereas the absolute biomarker concentrations were lower among European-American women and among normal-weight women, the associations with diet were stronger than among women of African-American or Hispanic/Latino origin and among overweight and obesewomen. CONCLUSIONS: Findings demonstrate the successful replication of an empirical hypothesis-oriented a posteriori dietary pattern score in a multi-ethnic population of postmenopausal women, with subgroup differences by race/ethnicity and body weight. Future research needs to apply the score in non-US populations.
Authors: Fred K Tabung; Stephanie A Smith-Warner; Jorge E Chavarro; Kana Wu; Charles S Fuchs; Frank B Hu; Andrew T Chan; Walter C Willett; Edward L Giovannucci Journal: J Nutr Date: 2016-06-29 Impact factor: 4.798
Authors: Fred K Tabung; Susan E Steck; Jiajia Zhang; Yunsheng Ma; Angela D Liese; Ilir Agalliu; Melanie Hingle; Lifang Hou; Thomas G Hurley; Li Jiao; Lisa W Martin; Amy E Millen; Hannah L Park; Milagros C Rosal; James M Shikany; Nitin Shivappa; Judith K Ockene; James R Hebert Journal: Ann Epidemiol Date: 2015-03-19 Impact factor: 3.797
Authors: F B Hu; E Rimm; S A Smith-Warner; D Feskanich; M J Stampfer; A Ascherio; L Sampson; W C Willett Journal: Am J Clin Nutr Date: 1999-02 Impact factor: 7.045
Authors: Darren R Brenner; Beatrice A Boucher; Nancy Kreiger; David Jenkins; Ahmed El-Sohemy Journal: Can J Diet Pract Res Date: 2011 Impact factor: 0.940
Authors: Y Morimoto; S M Conroy; N J Ollberding; Y Kim; U Lim; R V Cooney; A A Franke; L R Wilkens; B Y Hernandez; M T Goodman; B E Henderson; L N Kolonel; L Le Marchand; G Maskarinec Journal: Int J Obes (Lond) Date: 2014-02-13 Impact factor: 5.095
Authors: Fred K Tabung; Li Liu; Weike Wang; Teresa T Fung; Kana Wu; Stephanie A Smith-Warner; Yin Cao; Frank B Hu; Shuji Ogino; Charles S Fuchs; Edward L Giovannucci Journal: JAMA Oncol Date: 2018-03-01 Impact factor: 31.777
Authors: Chun-Han Lo; Paul Lochhead; Hamed Khalili; Mingyang Song; Fred K Tabung; Kristin E Burke; James M Richter; Edward L Giovannucci; Andrew T Chan; Ashwin N Ananthakrishnan Journal: Gastroenterology Date: 2020-05-07 Impact factor: 22.682
Authors: Alanna C Bridgman; Abrar A Qureshi; Tricia Li; Fred K Tabung; Eunyoung Cho; Aaron M Drucker Journal: J Am Acad Dermatol Date: 2019-02-21 Impact factor: 11.527
Authors: Fred K Tabung; Liming Liang; Tianyi Huang; Raji Balasubramanian; Yibai Zhao; Paulette D Chandler; JoAnn E Manson; Elizabeth M Cespedes Feliciano; Kathleen M Hayden; Linda Van Horn; Clary B Clish; Edward L Giovannucci; Kathryn M Rexrode Journal: Clin Nutr Date: 2019-06-17 Impact factor: 7.324
Authors: Fred K Tabung; Weike Wang; Teresa T Fung; Stephanie A Smith-Warner; NaNa Keum; Kana Wu; Charles S Fuchs; Frank B Hu; Edward L Giovannucci Journal: Am J Clin Nutr Date: 2018-08-01 Impact factor: 7.045
Authors: Jun Li; Dong Hoon Lee; Jie Hu; Fred K Tabung; Yanping Li; Shilpa N Bhupathiraju; Eric B Rimm; Kathryn M Rexrode; JoAnn E Manson; Walter C Willett; Edward L Giovannucci; Frank B Hu Journal: J Am Coll Cardiol Date: 2020-11-10 Impact factor: 24.094
Authors: Ahmed A Alhassani; Frank B Hu; Bernard A Rosner; Fred K Tabung; Walter C Willett; Kaumudi J Joshipura Journal: Br J Nutr Date: 2021-01-08 Impact factor: 3.718
Authors: Catherine Duggan; Jean de Dieu Tapsoba; Nitin Shivappa; Holly R Harris; James R Hébert; Ching-Yun Wang; Anne McTiernan Journal: Cancer Prev Res (Phila) Date: 2020-08-28