Evidence map›Paper›PMID 34801461›Full record

ArticleJACC. Cardiovascular imaging2022

Subclinical Pulmonary Congestion and Abnormal Hemodynamics in Heart Failure With Preserved Ejection Fraction.

C Charles Jain, Juerg Tschirren, Yogesh N V Reddy, Vojtech Melenovsky, Margaret Redfield, Barry A Borlaug

Open access · greenAbstract read
In one paragraph

Article in JACC. Cardiovascular imaging, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
3.0field-weighted citation impact, top 7% 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

19 citing papers in PubMed, 28 citations in OpenAlex.

  1. Article
  2. Article
  3. Diagnostic Tests for Stage B Heart Failure.Current cardiology reports · 2026
    Review
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Subclinical congestion assessed by whole-body bioelectrical impedance analysis in HFrEF outpatients.Netherlands heart journal : monthly journal of the Netherlands Society of Cardiology and the Netherlands Heart Foundation · 2025
    Article
  10. Article
  11. Review
  12. Article
  13. Observational
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  19. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors at 3 institutions in 2 countries.

C Charles JainDepartment of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota, USA.
Juerg TschirrenVida Diagnostics, Coralville, Iowa, USA.
Yogesh N V ReddyDepartment of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota, USA.
Vojtech MelenovskyInstitute for Clinical and Experimental Medicine, Prague, Czech Republic.
Margaret RedfieldDepartment of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota, USA.
Barry A BorlaugDepartment of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota, USA. Electronic address: borlaug.barry@mayo.edu.
Mayo Clinic · USInstitute of Clinical and Experimental Medicine · CZVida Diagnostics (United States) · US

Funding

HL-Inorganic Nitrite to Enhance Benefits from Exercise Training in Heart Failure with preserved Ejection FractionR01HL128526 · NHLBI · MAYO CLINIC ROCHESTER · PI BORLAUG, BARRY A. · 2016 to 2019
$2.4M
NHLBI NIH HHS R01 HL128526
6 · The paper itself

Abstract

objectivesThe authors hypothesized that quantitative computed tomography (QCT) imaging would reveal subclinical increases in lung congestion in patients with heart failure and preserved ejection fraction (HFpEF) and that this would be related to pulmonary vascular hemodynamic abnormalities.

backgroundGross evidence of lung congestion on physical examination, laboratory tests, and radiography is typically absent among compensated ambulatory patients with HFpEF. However, pulmonary gas transfer abnormalities are commonly observed and associated with poor outcomes.

methodsPatients referred for invasive hemodynamic exercise testing who had undergone chest computed tomography imaging within 1 month were identified (N = 137). A novel artificial intelligence QCT algorithm was used to measure pulmonary fluid content.

resultsCompared with control subjects with noncardiac dyspnea, patients with HFpEF displayed increased mean lung density (-758 HU [-793, -709 HU] vs -787 HU [-828, -747 HU]; P = 0.002) and a higher ratio of extravascular lung water to total lung volume (EVLWV/TLV) (1.25 [0.80, 1.76] vs 0.66 [0.01, 1.03]; P < 0.0001) by QCT imaging, indicating greater lung congestion. EVLWV/TLV was directly correlated with pulmonary vascular pressures at rest, with stronger correlations observed during exercise. Patients with increasing tertiles of EVLWV/TLV demonstrated higher mean pulmonary artery pressures at rest (34 ± 11 mm Hg vs 39 ± 14 mm Hg vs 45 ± 17 mm Hg; P = 0.0003) and during exercise (55 ± 17 mm Hg vs 59 ± 17 mm Hg vs 69 ± 22 mm Hg; P = 0.0003).

conclusionsQCT imaging identifies subclinical lung congestion in HFpEF that is not clinically apparent but is related to abnormalities in pulmonary vascular hemodynamics. These data provide new insight into the long-term effects of altered hemodynamics on pulmonary structure and function in HFpEF.

Indexed as

Heart FailurePulmonary EdemaArtificial IntelligenceExercise TestHemodynamicsHumansLungPredictive Value of TestsStroke Volumecomputed tomographycongestionexerciseheart failurehemodynamics

Identifiers

PMID34801461
PMCPMC8995316
OpenAlexW3213600021

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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.