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| Name | Class |
|---|---|
| Hospital Universitario de Gran Canaria Doctor Negrín | OTHER |
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Acute hypoxemic respiratory failure (AHRF) is the most common cause of admission in the intensive care units (UCIs) worldwide. The investigators will assess the value of mediation analysis (a statistical method to understand the mechanism or process through which an independent variable influences a dependent variable (prediction of early ICU death) via a mediator variable. This allows researcher to see the "how" and "why" of a causal link, respecting the timing relationships" o "maintaining appropriate time constants in patients with AHRF me, We had a database with 2,000,000 anonymized and dissociated demographics and clinical data from 1,241 patients with AHRF enrolled in our PANDORA cohort (Prevalence AND Outcome of acute Respiratory fAilure) registered with ClinicalTrails.gov (NCT013145974) from 22 Spanish hospitals and funded by the ISCIII. The study was approved by the Ethics Committees for Clinical research of participating hospitals and informed consent was waived based on Spanish legislation for biomedical research (Royal Decrees 1090/2015 and 957/2020). The investigators will use mediation analysis (Baron & Kenny techniques) to clarify the association of extrapulmonary organ dysfunction and hypoxemia in the early prediction of ICU mortality. We will analyze 1,241 patients mechanically ventilated with AHRF at the time of diagnosis, 1,193 with data at 24 hours, and 996 patients with data at 48 hours from a epidemiological study in Spain.
Background: Acute hypoxemic respiratory failure (AHRF) is the most common cause of admission in the intensive care units (UCIs) worldwide.
Objectives: The investigators will asess the value of mediation analysis (a statistical method to understand the mechanism or process through which an independent variable influences a dependent variable (prediction of early ICU death) via a mediator variable. This allows researcher to see the "how" and "why" of a causal link, respecting the timing relationships" o "maintaining appropriate time constants in patients with AHRF mechanically ventilated.
Methods: The investigators had a database with 2,000,000 anonymized and dissociated demographics and clinical data from 1,241 patients with AHRF enrolled in our PANDORA cohort (Prevalence AND Outcome of acute Respiratory fAilure) from 22 Spanish hospitals and funded by the ISCIII. The study was approved by the Ethics Committees for Clinical research of participating hospitals and informed consent was waived based on Spanish legislation for biomedical research (Royal Decrees 1090/2015 and 957/2020). The investigators will use mediation analysis (Baron & Kenny techniques) to clarify the association of extrapulmonary organ dysfunction and hypoxemia in the early prediction of ICU mortality. The investigators will analyze 1,241 patients mechanically ventilated with AHRF at the time of diagnosis, 1,193 with data at 24 hours, and 996 patients with data at 48 hours from a epidemiological study in Spain.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Time on admission | The investigators will use 1241 at the time of meeting AHRF (t0) |
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| Time 24 | The investigaotros will use 1193 patients with AHRF, with completed data after 24 hours of mechanical ventilation |
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| Time 48 | The investigaotros will use 996 patients with AHRF with completed data after 48 hours of mechanical ventilation |
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| mediation analysis | Diagnostic Test | This allows researcher to see the "how" and "why" of a causal link, respecting the timing relationships" o "maintaining appropriate time constants in patients with AHRF mechanically ventilated. |
| Measure | Description | Time Frame |
|---|---|---|
| Death in the intensive care unit (ICU) | prediction of ICU death | up to 100 weeks |
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Inclusion Criteria:
Exclusion Criteria:
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Critically ill patients, intubated and mechanically ventilated, with acute hupoxemic respiratory failure (AHRF)
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| Name | Affiliation | Role |
|---|---|---|
| Jesus Villar | Research Unit, Hospital Universitario Dr. Negrín, Las Palmas de Gran Canaria, Spain | Study Chair |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Department of Anesthesia, Hospital Universitario de Cruces | Barakaldo | Vizcaya | 48903 | Spain | ||
| Complejo Hospitalario Universitario de Albacete (ICU) |
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| Albacete |
| 02006 |
| Spain |
| Hospital Clinic de Barcelona (AVI) | Barcelona | 08036 | Spain |
| Hospital Clínic de Barcelona (Anesthesia) | Barcelona | 08036 | Spain |
| Hospital Clinic | Barcelona | Spain |
| Complejo Asistencial Universitario de León (ICU) | León | 24001 | Spain |
| Complejo Hospitalario Universitario de León | León | Spain |
| Department of Anesthesia, Hospital Universitario La Paz | Madrid | 28046 | Spain |
| Department of Anesthesia, Hospital Universitario Virgen de Arrixaca | Murcia | 30120 | Spain |
| Department of Anesthesia, Hospital Clinico Universitario | Valencia | 46010 | Spain |
| Hospital Cinico de Valencia | Valencia | 46010 | Spain |
| Hospital Clinico Universitario de Valencia (Anesthesia) | Valencia | 46010 | Spain |
| Hospital Clinico de Valencia | Valencia | Spain |
| Hospital Clínico Universitario de Valencia | Valencia | Spain |
| Department of Anesthesia, Hospital Clínico Universitario | Valladolid | 47003 | Spain |
| Anesthesia, Hospital Universitario Río Hortega | Valladolid | 47012 | Spain |
| Hospital Clínico Universitario de Valladolid | Valladolid | Spain |
| Cardiff University | Cardiff | United Kingdom |
| ID | Term |
|---|---|
| D012131 | Respiratory Insufficiency |
| ID | Term |
|---|---|
| D012120 | Respiration Disorders |
| D012140 | Respiratory Tract Diseases |
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