Evidence map›Paper›PMID 38552450›Full record

ArticleJournal of critical care2024

The impact of aggressive and conservative propensity for initiation of neuromuscular blockade in mechanically ventilated patients with hypoxemic respiratory failure.

Zach Shahn, Boris Jung, Daniel Talmor, Edward H Kennedy, Li-Wei H Lehman, Elias Baedorf-Kassis

Open access · greenAbstract read
In one paragraph

Article in Journal of critical care, 2024. 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
0.4field-weighted citation impact, top 39% 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

0 citing papers in PubMed, 1 citations in OpenAlex.

No citing paper in PubMed yet.

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

6 authors at 4 institutions in 2 countries.

Zach ShahnMIT-IBM Watson AI Lab, Cambridge, MA, United States of America; CUNY Graduate School of Public Health and Health Policy, New York City, NY, United States of America.
Boris JungMedical Intensive Care Unit, Lapeyronie Teaching Hospital, Montpellier University, Montpellier, France; Department of Anesthesia, Pain and Critical Care, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, 02115, United States of America; Division of Pulmonary and Critical Care, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, 02115, United States of America.
Daniel TalmorDepartment of Anesthesia, Pain and Critical Care, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, 02115, United States of America.
Edward H KennedyDepartment of Statistics & Data Science, Carnegie Mellon University, Pittsburgh, PA 15213, United States of America.
Li-Wei H LehmanMIT-IBM Watson AI Lab, Cambridge, MA, United States of America; Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA, 02142, United States of America.
Elias Baedorf-KassisDepartment of Anesthesia, Pain and Critical Care, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, 02115, United States of America; Division of Pulmonary and Critical Care, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, 02115, United States of America. Electronic address: enbaedor@bidmc.harvard.edu.
Beth Israel Deaconess Medical Center · USCarnegie Mellon University · USMassachusetts Institute of Technology · USThe Graduate Center, CUNY · US

Funding

Research Resource for Complex Physiologic SignalsR01EB030362 · NIBIB · BETH ISRAEL DEACONESS MEDICAL CENTER · PI GOLDBERGER, ARY LOUIS · 2020 to 2025
$5.8M
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
Critical Care Informatics: Ethical considerations around the use and sharing of health-related dataR01EB017205 · NIBIB · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI CELI, LEO ANTHONY G, MARK, ROGER GREENWOOD · 2014 to 2021
$3.8M
NCATS NIH HHS U01 TR003528NIBIB NIH HHS R01 EB017205NIBIB NIH HHS R01 EB030362
6 · The paper itself

Abstract

introductionNeuromuscular blockade (NMB) in ventilated patients may cause benefit or harm. We applied "incremental interventions" to determine the impact of altering NMB initiation aggressiveness.

methodsRetrospective cohort study of ventilated patients with PaO2/FiO2 ratio < 150 mmHg and PEEP≥ 8cmH2O from the Medical Information Mart of Intensive Care IV database (MIMIC-IV version 1.0) estimating the effect of incremental interventions on in-hospital mortality and ventilator-free days, modifying hourly propensity for NMB initiation to be aggressive or conservative relative to usual care, adjusting for confounding with inverse probability weighting.

results5221 patients were included (13.3% initiated on NMB). Incremental interventions estimated a strong effect on NMB usage: 5-fold higher hourly odds of initiation increased usage to 36.5% (CI = [34.3%,38.7%]) and 5-fold lower odds decreased usage to 3.8% (CI = [3.3%,4.3%]). Aggressive and conservative strategies demonstrated a U-shaped mortality relationship. 5-fold higher or lower propensity increased in-hospital mortality by 2.6% (0.95 CI = [1.5%,3.7%]) or 1.3% (0.95 CI = [0.1%,2.5%]) respectively. In secondary analysis of a healthier patient cohort, results were similar, however conservative strategies also improved ventilator-free days.

interpretationAggressive or conservative initiation of NMB may worsen mortality. In healthier populations, marginally conservative NMB initiation strategies may lead to increased ventilator free days with minimal impact on mortality.

Indexed as

Hospital MortalityNeuromuscular BlockadeRespiration, ArtificialRespiratory InsufficiencyAgedFemaleHumansHypoxiaIntensive Care UnitsMaleMiddle AgedPropensity ScoreRetrospective StudiesIncremental interventionsMechanical ventilationNeuromuscular blockadeNMBParalysis

Identifiers

PMID38552450
PMCPMC11139559
OpenAlexW4393257413

What OpenQuestion holds

Textmetadata
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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.