Evidence map›Paper›PMID 41837898›Full record

Observational studyAnnals of the American Thoracic Society2026

Comparing clinical assessments of pneumonia to bronchoalveolar lavage results in critically ill patients with suspected pneumonia.

Caroline F Zhao, Catherine A Gao, Helen K Donnelly, Erin A Korth, Francisco J Martinez, Bridget Giblin, Lesley Pinzon, Rebecca K Clepp, Wan-Ting Liao, Nandita R Nadig and 3 more

Abstract readObservational StudyComparative Study
In one paragraph

Observational study in Annals of the American Thoracic Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors.

Caroline F ZhaoDepartment of Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.
Catherine A GaoDivision of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.ORCID 0000-0001-5576-3943
Helen K DonnellyDivision of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.
Erin A KorthDivision of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.
Francisco J MartinezDivision of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.
Bridget GiblinDivision of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.
Lesley PinzonDivision of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.
Rebecca K CleppDivision of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.
Wan-Ting LiaoDivision of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.
Nandita R NadigDivision of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.
Benjamin D SingerDivision of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.ORCID 0000-0001-5775-8427
Richard G WunderinkDivision of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.
Chiagozie I PickensDivision of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States.ORCID 0000-0002-3400-9228

Funding

Tissue resident macrophages regulate proteostasis in the aging lungP01AG049665 · NIA · NORTHWESTERN UNIVERSITY AT CHICAGO · PI NAVDEEP S CHANDEL · 2015 to 2026
$26.9M
Technology CoreU19AI135964 · NIAID · NORTHWESTERN UNIVERSITY AT CHICAGO · PI JUSTIN B. STARREN · 2018 to 2026
$24.7M
The Cell Phenotyping and Mouse CoreP01HL154998 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI KAREN M RIDGE · 2021 to 2026
$18.9M
The Neu-Lung Consortium: Neutrophilic Mechanisms of Inflammation, Injury, and Repair in Lung and Airways DiseasesU19AI181102 · NIAID · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Stephanie Caroline Eisenbarth, Alexander Misharin · 2024 to 2026
$9.3M
Northwestern University Clinical and Translational Science Institute (NUCATS)KL2TR001424 · NCATS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI SHARMA, LEENA · 2015 to 2023
$8.1M
CRITICAL: Collaborative Resource for Intensive care Translational science, Informatics, Comprehensive Analytics, and LearningU01TR003528 · NCATS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI CIMINO, JAMES J, LUO, YUAN · 2021 to 2024
$4.9M
Mechanisms of regulatory T cell-mediated recovery from severe viral pneumoniaR01HL149883 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Benjamin David Singer · 2020 to 2026
$4.1M
Delirium Dynamics: Understanding Causes and EffectsR01AG078261 · NIA · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Eyal Yaacov Kimchi · 2024 to 2026
$2.4M
Modeling the Incompleteness and Biases of Health DataR01LM013337 · NLM · NORTHWESTERN UNIVERSITY AT CHICAGO · PI LUO, YUAN · 2020 to 2023
$1.3M
Machine learning to predict cure in severe pneumonia episodesK23HL169815 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Catherine A. Gao · 2024 to 2026
$501k
Epigenetic modifiers of regulatory T cell function following viral pneumoniaR01HL153122 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI SINGER, BENJAMIN DAVID · 2021 to 2021
$63k
National Heart Lung and Blood Institute R01HL149883National Institute of Aging 1R01AG078261-01A1National Institute of Allergy and Infectious DiseasesNCATS NIH HHS 5KL2TR001424-09NCATS NIH HHS KL2 TR001424NCATS NIH HHS U01 TR003528NCATS NIH HHS U01TR003528NHLBI NIH HHS K23 HL169815NHLBI NIH HHS P01 HL154998NHLBI NIH HHS P01HL154998NHLBI NIH HHS R01 HL149883NHLBI NIH HHS R01HL149883NHLBI NIH HHS R01 HL153122NHLBI NIH HHS R01HL153122NIAID NIH HHS U19 AI135964NIAID NIH HHS U19AI135964NIAID NIH HHS U19 AI181102NIA NIH HHS P01 AG049665NIA NIH HHS P01AG049665NIA NIH HHS R01 AG078261NIH HHSNIH HHS K23HL169815NIH HHS P01HL154998NLM NIH HHS R01 LM013337NLM NIH HHS R01LM013337
6 · The paper itself

Abstract

rationaleWhile clinical criteria are used to diagnose pneumonia in critically ill patients, rates of concordance between a clinician's suspicion for pneumonia and a diagnosis of lower respiratory tract infection using bronchoalveolar lavage (BAL) results are undefined.

objectivesTo assess rates of concordance between clinically suspected pneumonia and pneumonia diagnosed by BAL and clinical adjudication in mechanically ventilated patients undergoing BAL for suspected pneumonia, and to identify clinical factors and outcomes associated with diagnostic discordance.

methodsThis was a single-center prospective observational study of intubated, mechanically ventilated patients undergoing BAL for suspected pneumonia. From 2018 to 2022, clinicians were asked to quantify their suspicion for pneumonia on the same day they performed a BAL for the patient with one of the following options: <15%, 30%, 50%, 70%, or >85%. Responses were categorized as low (<15% to 30%), intermediate (50%), or high (70% to >85%) suspicion for pneumonia and compared to diagnoses of pneumonia based on independent adjudication of clinical data plus BAL results.

resultsAmong 659 patients, 84% (553/659) were adjudicated to have pneumonia based on chart review and BAL results. Clinicians assigned a low suspicion for pneumonia to 20% (109/553) of patients with an adjudicated diagnosis of pneumonia. Clinicians assigned a high suspicion for pneumonia in 28% (30/106) of patients without pneumonia based on adjudication. Among patients with an adjudicated diagnosis of pneumonia, there were no significant differences in vital signs or laboratory values between those assigned a low suspicion for pneumonia and those assigned a high suspicion for pneumonia. In patients adjudicated to have culture-negative pneumonia (n = 117), those assigned a low suspicion for pneumonia, compared to those assigned a high suspicion for pneumonia, had a longer length of stay in the hospital (36 days vs 18 days, P = .02) and intensive care unit (ICU) (21 days vs 9 days, P = .01).

conclusionsOverdiagnosis, rather than a missed diagnosis, is the more frequent cause of diagnostic discordance. A low suspicion for pneumonia in patients with an adjudicated diagnosis of culture-negative pneumonia is associated with longer ICU and hospital lengths of stay. There is a need to improve diagnostic accuracy in critically ill patients with suspected pneumonia.

Indexed as

Bronchoalveolar LavageBronchoalveolar Lavage FluidCritical IllnessPneumoniaAgedFemaleHumansIntensive Care UnitsMaleMiddle AgedProspective StudiesRespiration, Artificialdiagnosisinfectionintubatedrespiratory

Identifiers

PMID41837898
PMCPMC13332427

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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.