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Accepted for/Published in: JMIR Formative Research

Date Submitted: Dec 8, 2021
Date Accepted: Feb 5, 2022

The final, peer-reviewed published version of this preprint can be found here:

Blood Pressure Control in Individuals With Hypertension Who Used a Digital, Personalized Nutrition Platform: Longitudinal Study

Bakre S, Shea B, Langheier J, Hu EA

Blood Pressure Control in Individuals With Hypertension Who Used a Digital, Personalized Nutrition Platform: Longitudinal Study

JMIR Form Res 2022;6(3):e35503

DOI: 10.2196/35503

PMID: 35297775

PMCID: 8972110

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

Blood pressure control in individuals with hypertension who used a digital, personalized nutrition platform

  • Shivani Bakre; 
  • Benjamin Shea; 
  • Jason Langheier; 
  • Emily A Hu

ABSTRACT

Background:

While there is a strong association between adhering to a healthy dietary pattern and reductions in blood pressure, adherence still remains low. New technologies aimed to help facilitate behavior change may have an effect on reducing blood pressure among individuals with hypertension.

Objective:

To evaluate characteristics of participants with stage 2 hypertension who used Foodsmart and to assess changes in systolic blood pressure (SBP) and diastolic blood pressure (DBP).

Methods:

We analyzed demographic, dietary, and clinical characteristics collected from 11,934 adults with at least two blood pressure readings who used the Foodsmart platform. Stage 2 hypertension was defined as SBP ≥ 140 mmHg or DBP ≥ 90 mmHg. We calculated mean changes in blood pressure among participants with stage 2 hypertension and stratified by length of follow-up and the covariates associated with achieving blood pressure levels below stage 2 hypertension. We compared changes in diet quality and weight between participants with stage 2 hypertension at baseline who achieved stage 1 hypertension or below and those who did not.

Results:

We found that 47.2% (5,627/11,934) and 10.6% (1,269/11,934) of the participants with at least two SBP and DBP readings had stage 1 and stage 2 hypertension, respectively, at baseline. Among Foodsmart participants with stage 2 hypertension at baseline, SBP and DBP had an absolute reduction, on average, of 5.6 mmHg and 4.0 mmHg, respectively. 33.0% (419/1,269) of participants with stage 2 hypertension at baseline achieved blood pressure levels below stage 2 hypertension (SBP < 140 mmHg and DBP < 90 mmHg). Using a multivariable ordinal logistic regression model, changes in Nutriscore and weight were statistically significantly associated with changes in blood pressure levels for users with stage 2 hypertension at baseline. Using a multivariable logistic regression model, we found that baseline Nutriscore, change in Nutriscore, and change in weight were all associated with the likelihood of users with stage 2 hypertension at baseline to achieve a lower blood pressure category. Among Foodsmart participants with stage 2 hypertension at baseline, systolic blood pressure and diastolic blood pressure had an absolute reduction, on average, of 5.6 mm Hg and 4.0 mm Hg, respectively. 33.0% (419/1,269) of participants with stage 2 hypertension at baseline achieved blood pressure levels of stage 1 hypertension (systolic blood pressure < 140 mm Hg and diastolic blood pressure < 90 mm Hg) in their last blood pressure entry.

Conclusions:

This study evaluated changes in SBP and DBP among users of the Foodsmart platform with hypertension and found that users with stage 2 hypertension, on average, improved their blood pressure levels over time.


 Citation

Please cite as:

Bakre S, Shea B, Langheier J, Hu EA

Blood Pressure Control in Individuals With Hypertension Who Used a Digital, Personalized Nutrition Platform: Longitudinal Study

JMIR Form Res 2022;6(3):e35503

DOI: 10.2196/35503

PMID: 35297775

PMCID: 8972110

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