4.6 Article

Impulsivity is longitudinally associated with healthy and unhealthy dietary patterns in individuals with overweight or obesity and metabolic syndrome within the framework of the PREDIMED-Plus trial

Publisher

BMC
DOI: 10.1186/s12966-022-01335-8

Keywords

Alternative Healthy Eating Index; DASH diet; Dietary patterns; Mediterranean diet; MIND diet; Planetary Healthy Dietary Index; Plant-based diet; Portfolio diet; Impulsivity

Funding

  1. European Regional Development Fund [PI13/00673, PI13/00492, PI13/00272, PI13/01123, PI13/00462, PI13/00233, PI13/02184, PI13/00728, PI13/01090, PI13/01056, PI14/01722, PI14/00636, PI14/00618, PI20/01532, PI20/00456, PI20/00339, PI20/00557, PI20/00886]
  2. A European Regional Development Fund [PI14/00696., PI17/01441, PI17/00508, PI17/01732, PI17/00926, PI19/00957, PI19/00386, PI19/00309, PI19/01032, PI19/00576, PI19/00017, PI19/01226, PI19/00781, PI19/01560, PI19/01332, PI20/01802, PI20/00138, PI20/01158, PI14/01206, PI14/01919, PI14/00853]
  3. The European Regional Development Fund [PI14/01374, PI14/00972, PI14/00728, PI14/01471, PI16/00473, PI16/00662, PI16/01873, PI16/01094, PI16/00501, PI16/00533, PI16/00381, PI16/00366, PI16/01522, PI16/01120, PI17/00764, PI17/01183, PI17/00855, PI17/01347, PI17/00525, PI17/01827, PI17/00532, PI17/00215]
  4. CIBER Fisiopatologia de la Obesidad y Nutricion (CIBEROBN)
  5. Instituto de Salud Carlos III (ISCIII), through the Fondo de Investigacion para la Salud (FIS)
  6. Especial Action Project entitled: Implementacion y evaluacion de una intervencion intensiva sobre la actividad fisica Cohorte PREDIMED-Plus grant
  7. Recercaixa [2013ACUP00194]
  8. Consejeria de Salud de la Junta de Andalucia [PI0458/2013, PS0358/2016, PI0137/2018]
  9. Generalitat Valenciana [PROMETEO/2017/017, PROMETEO 21/2021]
  10. AEI [PID2019-108858RB-I00]
  11. ERDF A way of making Europe
  12. SEMERGEN grant
  13. CERCA Programme/Generalitat de Catalunya [SLT006/17/00246]
  14. Department of Health of the Generalitat de Catalunya
  15. EU [728018, 847879]
  16. University of Rovira i Virgili [2020PMF-PIPF-37]
  17. ICREA under the ICREA Academia program
  18. Canadian Institutes of Health Research (CIHR) [MFE-171207]
  19. Instituto de Salud Carlos III (European Social Fund Investing in your future) [CPII19/00015]

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There is a negative correlation between impulsivity and adherence to healthy dietary patterns, as well as a positive correlation with adherence to unhealthy dietary patterns. Individuals with higher impulsivity are less likely to adhere to a healthy diet and more likely to adhere to an unhealthy Western diet.
Background: Few studies have analyzed the associations between impulsivity and dietary patterns. Some of them have shown a cross-sectional inverse relationship between impulsivity and healthy diet scores, whereas others reported a positive association with unhealthy dietary assessments. We aimed to examine longitudinal associations of impulsivity trait with adherence to healthy and unhealthy dietary patterns in older participants at high risk of cardiovascular disease over 3 years of follow-up. Methods: A 3-year prospective cohort analysis within the PRED-IMED-Plus-Cognition study conducted in 4 PREDIMED-Plus study centers was performed. The PREDIMED-Plus study aimed to test the beneficial effect of a lifestyle intervention on the primary prevention of cardiovascular disease. The participants with overweight or obesity and metabolic syndrome included in the present study (n = 462; mean age of 65.3 years; 51.5% female) completed both the UPPS-P Impulsive Behavior Scale (range: 0-236 points) and the 143-item Food Frequency Questionnaire at baseline, 1-year and 3-years of follow-up. Ten diet scores assessing healthy and unhealthy dietary patterns were evaluated. Linear mixed models were performed adjusting by several confounders to study the longitudinal associations between impulsivity trait and adherence to dietary pattern scores over 3 years of follow-up (also assessing interactions by sex, age, and intervention group). Results: Impulsivity were negatively associated with adherence to the Healthy Plant-Based [beta=-0.92 (95%CI -1.67, -0.16)], Mediterranean [beta= -0.43 (95%CI -0.79, -0.07)], Energy-Restricted Mediterranean [beta = -0.76 (95%CI -1.16, -0.37)], Alternative Healthy Eating Index [beta = -0.88 (95%CI -1.52, -0.23)], Portfolio [beta = -0.57 (95%CI -0.91, -0.22)], and DASH [beta = -0.50 (95%CI -0.79, -0.22)] diet scores over 3 years of follow-up, whereas impulsivity was positively related with adherence to the unhealthy Western diet [beta = 1.59 (95%CI 0.59, 2.58)] over time. An interaction by intervention group was found, with those participants in the intervention group with high impulsivity levels having lower adherence to several healthy dietary patterns. Conclusions: Heightened impulsivity was longitudinally associated with lower adherence to healthy dietary patterns and higher adherence to the Western diet over 3 years of follow-up. Furthermore, nutritional intervention programs should consider impulsivity as a relevant factor for the intervention success.

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