Risk Factors for Noninvasive Ventilation Failure in Critically 111 Subjects With Confirmed Influenza Infection.

BACKGROUND: Despite wide use of noninvasive ventilation (NIV) in several clinical settings, the beneficial effects of NIV in patients with hypoxemic acute respiratory failure (ARF) due to influenza infection remain controversial. The aim of this study was to identify the profile of patients with ris...

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Publicado en:Respiratory Care Vol. 62; no. 10; pp. 1307 - 1316
Autores principales: Rodríguez, Alejandro, Ferri, Cristina, Martin-Loeches, Ignacio, Díaz, Emili, Masclans, Joan R., Gordo, Federico, Sole-Violán, Jordi, Bodí, María, Avilés-Jurado, Francesc X., Trefler, Sandra, Magret, Monica, Moreno, Gerard, Reyes, Luis F., Marin-Corral, Judith, Yebenes, Juan C., Esteban, Andres, Anzueto, Antonio, Aliberti, Stefano, Restrepo, Marcos I.
Formato: algorithm research tables/charts Journal Article
Publicado: Mary Ann Liebert, Inc. Oct2017
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Oct2017
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      pub: Mary Ann Liebert, Inc.
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        10.4187/respcare.05481
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        atl: Risk Factors for Noninvasive Ventilation Failure in Critically 111 Subjects With Confirmed Influenza Infection.
      aug:
        au:
          Rodríguez, Alejandro
          Ferri, Cristina
          Martin-Loeches, Ignacio
          Díaz, Emili
          Masclans, Joan R.
          Gordo, Federico
          Sole-Violán, Jordi
          Bodí, María
          Avilés-Jurado, Francesc X.
          Trefler, Sandra
          Magret, Monica
          Moreno, Gerard
          Reyes, Luis F.
          Marin-Corral, Judith
          Yebenes, Juan C.
          Esteban, Andres
          Anzueto, Antonio
          Aliberti, Stefano
          Restrepo, Marcos I.
        affil: Critical Care Department, Hospital Universitari de Tarragona Joan XXIII/IISPV/URV/CIBERes, Tarragona, Spain
      sug:
        subj:
          Influenza Complications
          Respiratory Distress Syndrome, Acute Therapy
          Positive Pressure Ventilation
          Treatment Failure
          Severity of Illness Indices
          Hospital Mortality
          Algorithms
          Decision Trees
          APACHE (Acute Physiology and Chronic Health Evaluation)
          Clinical Assessment Tools
          Secondary Analysis
          Odds Ratio
          Confidence Intervals
          Chi Square Test
          Fisher's Exact Test
          T-Tests
          Mann-Whitney U Test
          Kaplan-Meier Estimator
          Logistic Regression
          P-Value
          Adult
          Middle Age
          Aged
          Female
          Male
          Human
          Funding Source
          Adult: 19-44 years
          Middle Aged: 45-64 years
          Aged: 65+ years
          Female
          Male
      ab: BACKGROUND: Despite wide use of noninvasive ventilation (NIV) in several clinical settings, the beneficial effects of NIV in patients with hypoxemic acute respiratory failure (ARF) due to influenza infection remain controversial. The aim of this study was to identify the profile of patients with risk factors for NIV failure using chi-square automatic interaction detection (CHAID) analysis and to determine whether NIV failure is associated with ICU mortality. METHODS: This work was a secondary analysis from prospective and observational multi-center analysis in critically ill subjects admitted to the ICU with ARF due to influenza infection requiring mechanical ventilation. Three groups of subjects were compared: (1) subjects who received NIV immediately after ICU admission for ARF and then failed (NIV failure group); (2) subjects who received NIV immediately after ICU admission for ARF and then succeeded (NIV success group); and (3) subjects who received invasive mechanical ventilation immediately after ICU admission for ARF (invasive mechanical ventilation group). Profiles of subjects with risk factors for NIV failure were obtained using CHAID analysis. RESULTS: Of 1,898 subjects, 806 underwent NIV, and 56.8% of them failed. Acute Physiology and Chronic Health Evaluation II (APACHE II) score, Sequential Organ Failure Assessment (SOFA) score, infiltrates in chest radiograph, and ICU mortality (38.4% vs 6.3%) were higher (P < .001) in the NIV failure than in the NIV success group. SOFA score was the variable most associated with NIV failure, and 2 cutoffs were determined. Subjects with SOFA ≥ 5 had a higher risk of NIV failure (odds ratio = 3.3, 95% CI 2.4-4.5). ICU mortality was higher in subjects with NIV failure (38.4%) compared with invasive mechanical ventilation subjects (31.3%, P = .018), and NIV failure was associated with increased ICU mortality (odds ratio = 11.4, 95% CI 6.5-20.1). CONCLUSIONS: An automatic and non-subjective algorithm based on CHAID decision-tree analysis can help to define the profile of patients with different risks of NIV failure, which might be a promising tool to assist in clinical decision making to avoid the possible complications associated with NIV failure.
      pubtype: Academic Journal
      doctype:
        algorithm
        research
        tables/charts
        Journal Article
      ougenre: Article
    language: English
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