Evidence map›Paper›PMID 34907422›Full record

ArticleEuropean heart journal2022

Frailty and cardiovascular mortality in more than 3 million US Veterans.

William Shrauner, Emily M Lord, Xuan-Mai T Nguyen, Rebecca J Song, Ashley Galloway, David R Gagnon, Jane A Driver, J Michael Gaziano, Peter W F Wilson, Luc Djousse and 2 more

Open access · bronzeAbstract read
In one paragraph

Article in European heart journal, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
63citing papers in PubMed, 1 pooled it
6.1field-weighted citation impact, top 2% 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

63 citing papers in PubMed, 1 synthesis or guideline pooled it, 91 citations in OpenAlex.

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  17. Evaluating Frailty Index Integrity: Insights from an International Network Study.medRxiv : the preprint server for health sciences · 2026
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3 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

12 authors at 3 institutions in 1 country.

William ShraunerMassachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA 02130, USA.ORCID 0000-0001-7171-7437
Emily M LordMassachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA 02130, USA.
Xuan-Mai T NguyenMassachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA 02130, USA.ORCID 0000-0001-6299-3763
Rebecca J SongMassachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA 02130, USA.ORCID 0000-0001-8431-1698
Ashley GallowayMassachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA 02130, USA.ORCID 0000-0003-3083-5386
David R GagnonMassachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA 02130, USA.
Jane A DriverMassachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA 02130, USA.
J Michael GazianoMassachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA 02130, USA.
Peter W F WilsonAtlanta VA Medical Center, 1670 Clairmont Rd, Decatur, GA 30033, USA.
Luc DjousseMassachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA 02130, USA.
Kelly ChoMassachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA 02130, USA.
Ariela R OrkabyMassachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 150 South Huntington Ave, Boston, MA 02130, USA.ORCID 0000-0002-4297-6306
Brigham and Women's Hospital · USVA Boston Healthcare System · USEmory University · US

Funding

Frailty, Statins, and Cardiovascular Disease Burden in Older AdultsR03AG060169 · NIA · HARVARD MEDICAL SCHOOL · PI ORKABY, ARIELA R · 2018 to 2019
$193k
Prediction of CVD Risk in VeteransI01CX001025 · VA · VETERANS HEALTH ADMINISTRATION · PI CHO, KELLY, WILSON, PETER WYMAN · 2014 to 2025
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Improving Analysis of Endogenous Multimodal Treatments for Use in Geriatrics Health Outcomes StudiesI01HX002237 · VA · VA BOSTON HEALTH CARE SYSTEM · PI GARRIDO, MELISSA M · 2018 to 2021
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Statins for Primary Prevention of Cardiovascular Disease and FrailtyIK2CX001800 · VA · VA BOSTON HEALTH CARE SYSTEM · PI ORKABY, ARIELA R · 2019 to 2023
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CSRD VA I01 CX001025CSRD VA IK2 CX001800HSRD VA SDR 02-237NIA NIH HHS R03 AG060169
6 · The paper itself

Abstract

aimsFrailty is associated with an increased risk of all-cause mortality and cardiovascular (CV) events. Limited data exist from the modern era of CV prevention on the relationship between frailty and CV mortality. We hypothesized that frailty is associated with an increased risk of CV mortality. METHODS AND

resultsAll US Veterans aged ≥65 years who were regular users of Veteran Affairs care from 2002 to 2017 were included. Frailty was defined using a 31-item previously validated frailty index, ranging from 0 to 1. The primary outcome was CV mortality with secondary analyses examining the relationship between frailty and CV events (myocardial infarction, stroke, revascularization). Survival analysis models were adjusted for age, sex, ethnicity, geographic region, smoking, hyperlipidaemia, statin use, and blood pressure medication use. There were 3 068 439 US Veterans included in the analysis. Mean age was 74.1 ± 5.8 years in 2002, 76.0 ± 8.3 years in 2014, 98% male, and 87.5% White. In 2002, the median (interquartile range) frailty score was 0.16 (0.10-0.23). This increased and stabilized to 0.19 (0.10-0.32) for 2006-14. The presence of frailty was associated with an increased risk of CV mortality at every stage of frailty. Frailty was associated with an increased risk of myocardial infarction and stroke, but not revascularization.

conclusionIn this population, both the presence and severity of frailty are tightly correlated with CV death, independent of underlying CV disease. This study is the largest and most contemporary evaluation of the relationship between frailty and CV mortality to date. Further work is needed to understand how this risk can be diminished. KEY QUESTION: Can an electronic frailty index identify adults aged 65 and older who are at risk of CV mortality and major CV events? KEY FINDING: Among 3 068 439 US Veterans aged 65 and older, frailty was associated with an increased risk of CV mortality at every level of frailty. Frailty was also associated with an increased risk of myocardial infarction and stroke, but not revascularization. TAKE HOME MESSAGE: Both the presence and severity of frailty are associated with CV mortality and major CV events, independent of underlying CV disease.

Indexed as

Cardiovascular DiseasesFrailtyHydroxymethylglutaryl-CoA Reductase InhibitorsMyocardial InfarctionStrokeVeteransAdultAgedFemaleHumansMaleRisk FactorsHydroxymethylglutaryl-CoA Reductase InhibitorsAgeingEpidemiologyFrailtyMortalityRisk factorsRisk prediction

Identifiers

PMID34907422
PMCPMC9890630
OpenAlexW4200625983

What OpenQuestion holds

Texttitle and abstract
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.