Evidence map›Paper›PMID 32721404›Full record

Trial reportChest2020

Development of an Accurate Bedside Swallowing Evaluation Decision Tree Algorithm for Detecting Aspiration in Acute Respiratory Failure Survivors.

Marc Moss, S David White, Heather Warner, Daniel Dvorkin, Daniel Fink, Stephanie Gomez-Taborda, Carrie Higgins, Gintas P Krisciunas, Joseph E Levitt, Jeffrey McKeehan and 6 more

2 registry-linked trialsOpen access · greenAbstract readClinical TrialMulticenter Study
In one paragraph

Trial report in Chest, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
4.7field-weighted citation impact, top 5% 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.

NCT02363686 nacompletednot on this map

Aspiration in Acute Respiratory Failure Survivors

TypeinterventionalSponsorUniversity of Colorado, DenverRan2012 to 2020Enrolled248ConditionsDysphagiaArmsFEES, BSE
NCT05108896 narecruitingnot on this mapstarted 2021, after this paper: background citation

Aspiration in Acute Respiratory Failure Survivors

TypeinterventionalSponsorUniversity of Colorado, DenverRan2021 to 2025Enrolled855ConditionsDysphagia, AspirationArms3-Screenings Protocol, FEES, Tracheal Ultrasound
3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 31 citations in OpenAlex.

  1. Trial
  2. Review
  3. Identifying the association between post-extubation laryngeal edema and aspiration in acute respiratory failure patients.European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery · 2026
    Observational
  4. Article
  5. The interdisciplinary fibreoptic endoscopic evaluation of swallowing assessments in ICU patients: A file review.The Southern African journal of critical care : the official journal of the Critical Care Society · 2026
    Article
  6. Review
  7. Developing a FEES service in South Africa: Interdisciplinary reflections for dysphagia care.The South African journal of communication disorders = Die Suid-Afrikaanse tydskrif vir Kommunikasieafwykings · 2025
    Article
  8. Review
  9. Article
  10. Article
  11. Article
  12. Article
  13. Review
  14. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

16 authors at 5 institutions in 1 country.

Marc MossDivision of Pulmonary Sciences and Critical Care Medicine, University of Colorado Denver, Aurora, CO. Electronic address: marc.moss@CUAnschutz.edu.
S David WhiteUniversity of Colorado Denver Rehabilitation Therapy Services, University of Colorado Hospital, Aurora, CO.
Heather WarnerSection of Otolaryngology, Department of Surgery, Yale School of Medicine, New Haven, CT; Department of Communication Disorders, Southern Connecticut State University, New Haven, CT.
Daniel DvorkinDivision of Pulmonary Sciences and Critical Care Medicine, University of Colorado Denver, Aurora, CO; The Bioinformatics CRO, Inc, Niceville, FL.
Daniel FinkDepartment of Otolaryngology, University of Colorado School of Medicine, Aurora, CO.
Stephanie Gomez-TabordaDepartment of Otolaryngology, Boston Medical Center, Boston, MA.
Carrie HigginsDivision of Pulmonary Sciences and Critical Care Medicine, University of Colorado Denver, Aurora, CO.
Gintas P KrisciunasDepartment of Otolaryngology, Boston Medical Center, Boston, MA; Department of Otolaryngology, Boston University School of Medicine, Boston, MA.
Joseph E LevittDivision of Pulmonary and Critical Care, Stanford University, Stanford, CA.
Jeffrey McKeehanDivision of Pulmonary Sciences and Critical Care Medicine, University of Colorado Denver, Aurora, CO.
Edel McNallyDepartment of Otolaryngology, Boston Medical Center, Boston, MA; Sargent College of Health and Rehabilitation Sciences, Boston University, Boston, MA.
Alix RubioDepartment of Otolaryngology, Boston Medical Center, Boston, MA.
Rebecca ScheelSargent College of Health and Rehabilitation Sciences, Boston University, Boston, MA; Division of Speech Language Pathology, Massachusetts General Hospital, Boston, MA.
Jonathan M SinerSection of Pulmonary, Critical Care, and Sleep Medicine, Yale School of Medicine, New Haven, CT.
Rosemary VojnikDivision of Pulmonary and Critical Care, Stanford University, Stanford, CA.
Susan E LangmoreDepartment of Otolaryngology, Boston Medical Center, Boston, MA; Department of Otolaryngology, Boston University School of Medicine, Boston, MA; Sargent College of Health and Rehabilitation Sciences, Boston University, Boston, MA.
University of Colorado Denver · USBoston University · USBoston Medical Center · USStanford University · USYale University · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Patient Oriented Research Program in ALI/ARFK24HL089223 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI MOSS, MARC · 2007 to 2016
$1.4M
Aspiration in Acute Respiratory Failure SurvivorsR21NR015886 · NINR · UNIVERSITY OF COLORADO DENVER · PI MOSS, MARC · 2015 to 2016
$469k
NCATS NIH HHS UL1 TR001863NHLBI NIH HHS K24 HL089223NINR NIH HHS R21 NR015886
6 · The paper itself

Abstract

backgroundThe bedside swallowing evaluation (BSE) is an assessment of swallowing function and airway safety during swallowing. After extubation, the BSE often is used to identify the risk of aspiration in acute respiratory failure (ARF) survivors. RESEARCH QUESTION: We conducted a multicenter prospective study of ARF survivors to determine the accuracy of the BSE and to develop a decision tree algorithm to identify aspiration risk. STUDY DESIGN AND

methodsPatients extubated after ≥ 48 hours of mechanical ventilation were eligible. Study procedures included the BSE followed by a gold standard evaluation, the flexible endoscopic evaluation of swallowing (FEES).

resultsOverall, 213 patients were included in the final analysis. Median time from extubation to BSE was 25 hours (interquartile range, 21-45 hours). The FEES was completed 1 hour after the BSE (interquartile range, 0.5-2 hours). A total of 33% (70/213; 95% CI, 26.6%-39.2%) of patients aspirated on at least one FEES bolus consistency test. Thin liquids were the most commonly aspirated consistency: 27% (54/197; 95% CI, 21%-34%). The BSE detected any aspiration with an accuracy of 52% (95% CI, 45%-58%), a sensitivity of 83% (95% CI, 74%-92%), and negative predictive value (NPV) of 81% (95% CI, 72%-91%). Using recursive partitioning analyses, a five-variable BSE-based decision tree algorithm was developed that improved the detection of aspiration with an accuracy of 81% (95% CI, 75%-87%), sensitivity of 95% (95% CI, 90%-98%), and NPV of 97% (95% CI, 95%-99%).

interpretationThe BSE demonstrates variable accuracy to identify patients at high risk for aspiration. Our decision tree algorithm may enhance the BSE and may be used to identify patients at high risk for aspiration, yet requires further validation. TRIAL REGISTRY: ClinicalTrials.gov; No.: NCT02363686; URL: www.clinicaltrials.gov.

Indexed as

Airway ExtubationDeglutitionPoint-of-Care TestingRespiratory InsufficiencyAlgorithmsDecision TreesFemaleHumansMalePredictive Value of TestsReproducibility of ResultsRespiration, ArtificialRespiratory AspirationRisk AssessmentSurvivorsSymptom Assessmentacute respiratory failureaspirationdysphagiaintubationspeech language pathologist

Identifiers

PMID32721404
PMCPMC7674978
OpenAlexW3045274739

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

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.