Evidence map›Paper›PMID 35289856›Full record

ArticleJAMA network open2022

Association of Body Mass Index in Midlife With Morbidity Burden in Older Adulthood and Longevity.

Sadiya S Khan, Amy E Krefman, Lihui Zhao, Lei Liu, Anna Chorniy, Martha L Daviglus, Cuiping Schiman, Kiang Liu, Tina Shih, Daniel Garside and 3 more

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
2.1field-weighted citation impact, top 12% 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

12 citing papers in PubMed, 18 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. How much does eliminating one or two cardiovascular risk factors matter?: Evidence from the Global Cardiovascular Risk Consortium.European heart journal supplements : journal of the European Society of Cardiology · 2026
    Article
  5. Article
  6. Article
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  9. Article
  10. Review
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  12. Association of body mass index with 30-day mortality and red blood cell transfusions in open heart surgery.European journal of cardio-thoracic surgery : official journal of the European Association for Cardio-thoracic Surgery · 2023
    Article
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

13 authors at 4 institutions in 1 country.

Sadiya S KhanDivision of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Amy E KrefmanDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Lihui ZhaoDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Lei LiuDivision of Biostatistics, Washington University in St Louis, St Louis, Missouri.
Anna ChorniyDepartment of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Martha L DaviglusInstitute for Minority Health Research, College of Medicine, University of Illinois at Chicago, Chicago.
Cuiping SchimanDepartment of Economics, Georgia Southern University, Statesboro.
Kiang LiuDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Tina ShihDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Daniel GarsideDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Thanh-Huyen T VuDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Donald M Lloyd-JonesDivision of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Norrina B AllenDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Northwestern University · USGeorgia Southern University · USUniversity of Illinois Chicago · USWashington University in St. Louis · US

Funding

Research Design, Data, and Analytics CoreP30DK092949 · NIDDK · UNIVERSITY OF CHICAGO · PI Ronald T. Ackermann, MARSHALL H CHIN · 2011 to 2026
$10.0M
The Claude D. Pepper Older Americans Independence Center (OAIC) at Northwestern UniversityP30AG059988 · NIA · NORTHWESTERN UNIVERSITY AT CHICAGO · PI CELLA, DAVID · 2020 to 2024
$7.1M
Patterns of Cardiopulmonary health across the life courseR01HL159250 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI KHAN, SADIYA SANA · 2021 to 2025
$3.5M
Favorable Cardiovascular Health and the Compression of Morbidity in Older AgeR01HL118289 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI ALLEN, NORRINA BAI · 2014 to 2017
$1.7M
Methods to Improve Personalized Cardiovascular Disease Prevention Across the Life CourseR01HL136942 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI ZHAO, LIHUI · 2017 to 2020
$1.6M
Outcomes for Children with Asthma on Medicaid: Elucidating Key Determinants at the Policy, Plan, Neighborhood, and Person Levels to Address Disparities.K01HL163457 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Anna Chorniy · 2022 to 2026
$911k
NHLBI NIH HHS K01 HL163457NHLBI NIH HHS R01 HL118289NHLBI NIH HHS R01 HL136942NHLBI NIH HHS R01 HL159250NIA NIH HHS P30 AG059988NIDDK NIH HHS P30 DK092949
6 · The paper itself

Abstract

Importance: Abundant evidence links obesity with adverse health consequences. However, controversies persist regarding whether overweight status compared with normal body mass index (BMI; calculated as weight in kilograms divided by height in meters squared) is associated with longer survival and whether this occurs at the expense of greater long-term morbidity and health care expenditures. Objective: To examine the association of BMI in midlife with morbidity burden, longevity, and health care expenditures in adults 65 years and older. Design, Setting, and Participants: Prospective cohort study at the Chicago Heart Association Detection Project in Industry, with baseline in-person examination between November 1967 and January 1973 linked with Medicare follow-up between January 1985 and December 2015. Participants included 29 621 adults who were at least age 65 years in follow-up and enrolled in Medicare. Data were analyzed from January 2020 to December 2021. Exposures: Standard BMI categories. Main Outcomes and Measures: (1) Morbidity burden at 65 years and older assessed with the Gagne combined comorbidity score (ranging from -2 to 26, with higher score associated with higher mortality), which is a well-validated index based on International Classification of Diseases, Ninth Revision codes for use in administrative data sets; (2) longevity (age at death); and (3) health care costs based on Medicare linkage in older adulthood (aged ≥65 years). Results: Among 29 621 participants, mean (SD) age was 40 (12) years, 57.1% were men, and 9.1% were Black; 46.0% had normal BMI, 39.6% were overweight, and 11.9% had classes I and II obesity at baseline. Higher cumulative morbidity burden in older adulthood was observed among those who were overweight (7.22 morbidity-years) and those with classes I and II obesity (9.80) compared with those with a normal BMI (6.10) in midlife (P < .001). Mean age at death was similar between those who were overweight (82.1 years [95% CI, 81.9-82.2 years]) and those who had normal BMI (82.3 years [95% CI, 82.1-82.5 years]) but shorter in those who with classes I and II obesity (80.8 years [95% CI, 80.5-81.1 years]). The proportion (SE) of life-years lived in older adulthood with Gagne score of at least 1 was 0.38% (0.00%) in those with a normal BMI, 0.41% (0.00%) in those with overweight, and 0.43% (0.01%) in those with classes I and II obesity. Cumulative median per-person health care costs in older adulthood were significantly higher among overweight participants ($12 390 [95% CI, $10 427 to $14 354]) and those with classes I and II obesity ($23 396 [95% CI, $18 474 to $28 319]) participants compared with those with a normal BMI (P < .001). Conclusions and Relevance: In this cohort study, overweight in midlife, compared with normal BMI, was associated with higher cumulative burden of morbidity and greater proportion of life lived with morbidity in the context of similar longevity. These findings translated to higher total health care expenditures in older adulthood for those who were overweight in midlife.

Indexed as

LongevityMedicareAdultAgedAged, 80 and overBody Mass IndexCohort StudiesHumansMaleMorbidityProspective StudiesUnited States

Identifiers

PMID35289856
PMCPMC8924714
OpenAlexW4221084762

What OpenQuestion holds

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Registered trials

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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.