Evidence map›Paper›PMID 31846453›Full record

ArticlePLoS medicine2019

Cardiometabolic disease costs associated with suboptimal diet in the United States: A cost analysis based on a microsimulation model.

Thiago Veiga Jardim, Dariush Mozaffarian, Shafika Abrahams-Gessel, Stephen Sy, Yujin Lee, Junxiu Liu, Yue Huang, Colin Rehm, Parke Wilde, Renata Micha and 1 more

Open access · goldAbstract read
In one paragraph

Article in PLoS medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 69 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
69citing papers in PubMed, 3 pooled it
12.2field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

69 citing papers in PubMed, 3 syntheses or guidelines pooled it, 124 citations in OpenAlex.

  1. Pooled it
  2. Effects of Hazelnut Consumption on Cardiometabolic Risk Factors and Acceptance: A Systematic Review.International journal of environmental research and public health · 2022
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  16. Rural-urban differences in dietary intake across pregnancy trimesters: A multisite prospective cohort study.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025
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9 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors at 3 institutions in 1 country.

Thiago Veiga JardimDepartment of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Massachusetts, United States of America.ORCID 0000-0002-7750-2792
Dariush MozaffarianFriedman School of Nutrition Science and Policy, Tufts University, Boston, Massachusetts, United States of America.ORCID 0000-0001-7958-9492
Shafika Abrahams-GesselCenter for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America.ORCID 0000-0003-4954-057X
Stephen SyCenter for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America.
Yujin LeeFriedman School of Nutrition Science and Policy, Tufts University, Boston, Massachusetts, United States of America.ORCID 0000-0002-6948-2525
Junxiu LiuFriedman School of Nutrition Science and Policy, Tufts University, Boston, Massachusetts, United States of America.ORCID 0000-0003-3303-0217
Yue HuangFriedman School of Nutrition Science and Policy, Tufts University, Boston, Massachusetts, United States of America.ORCID 0000-0002-6642-7088
Colin RehmOffice of Community and Population Health, Montefiore Medical Center, Bronx, New York, United States of America.ORCID 0000-0002-7644-0040
Parke WildeFriedman School of Nutrition Science and Policy, Tufts University, Boston, Massachusetts, United States of America.ORCID 0000-0002-9596-9230
Renata MichaFriedman School of Nutrition Science and Policy, Tufts University, Boston, Massachusetts, United States of America.ORCID 0000-0002-3983-1632
Thomas A GazianoDepartment of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Massachusetts, United States of America.ORCID 0000-0002-5985-345X
Tufts University · USBrigham and Women's Hospital · USMontefiore Medical Center · US

Funding

Economic Analyses of Policy Strategies to Improve Diet and Reduce CVDR01HL130735 · NHLBI · TUFTS UNIVERSITY BOSTON · PI MICHA, EIRINI (RENATA) · 2016 to 2019
$3.1M
NHLBI NIH HHS R01 HL130735
6 · The paper itself

Abstract

backgroundPoor diet is a leading risk factor for cardiometabolic disease (CMD) in the United States, but its economic costs are unknown. We sought to estimate the cost associated with suboptimal diet in the US. METHODS AND

findingsA validated microsimulation model (Cardiovascular Disease Policy Model for Risk, Events, Detection, Interventions, Costs, and Trends [CVD PREDICT]) was used to estimate annual cardiovascular disease (fatal and nonfatal myocardial infarction, angina, and stroke) and type 2 diabetes costs associated with suboptimal intake of 10 food groups (fruits, vegetables, nuts/seeds, whole grains, unprocessed red meats, processed meats, sugar-sweetened beverages, polyunsaturated fats, seafood omega-3 fats, sodium). A representative US population sample of individuals aged 35-85 years was created using weighted sampling from National Health And Nutrition Examination Surveys (NHANES) 2009-2012 cycles. Estimates were stratified by cost type (acute, chronic, drug), sex, age, race, education, BMI, and health insurance. Annual diet-related CMD costs were $301/person (95% CI $287-$316). This translates to $50.4 billion in CMD costs (18.2% of total) for the whole population, of which 84.3% are attributed to acute care ($42.6 billion). The largest annual per capita costs are attributed to low consumption of nuts/seeds ($81; 95% CI $74-$86) and seafood omega-3 fats ($76; 95% CI $70-$83), and the lowest are attributed to high consumption of red meat ($3; 95% CI $2.8-$3.5) and polyunsaturated fats ($20; 95% CI $19-$22). Individual costs are highest for men ($380), those aged ≥65 years ($408), blacks ($320), the less educated ($392), and those with Medicare ($481) or dual-eligible ($536) insurance coverage. A limitation of our study is that dietary intake data were assessed from 24-hour dietary recall, which may not fully capture a diet over a person's life span and is subject to measurement errors.

conclusionsSuboptimal diet of 10 dietary factors accounts for 18.2% of all ischemic heart disease, stroke, and type 2 diabetes costs in the US, highlighting that timely implementation of diet policies could address these health and economic burdens.

Indexed as

AdultAgedAged, 80 and overCardiovascular DiseasesCost of IllnessDiabetes Mellitus, Type 2DietFemaleHumansMaleMedicareMiddle AgedNutrition SurveysUnited States

Identifiers

PMID31846453
PMCPMC6917211
OpenAlexW2995042722

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.