Cost-benefit analysis of an enhanced recovery protocol for pancreaticoduodenectomy.

BACKGROUND: Enhanced recovery after surgery (ERAS) programmes have been shown to decrease complications and hospital stay. The cost-effectiveness of such programmes has been demonstrated for colorectal surgery. This study aimed to assess the economic outcomes of a standard ERAS programme for pancreaticoduodenectomy. METHODS: ERAS for pancreaticoduodenectomy was implemented in October 2012. All consecutive patients who underwent pancreaticoduodenectomy until October 2014 were recorded. This group was compared in terms of costs with a cohort of consecutive patients who underwent pancreaticoduodenectomy between January 2010 and October 2012, before ERAS implementation. Preoperative, intraoperative and postoperative real costs were collected for each patient via the hospital administration. A bootstrap independent t test was used for comparison. ERAS-specific costs were integrated into the model. RESULTS: The groups were well matched in terms of demographic and surgical details. The overall complication rate was 68 per cent (50 of 74 patients) and 82 per cent (71 of 87 patients) in the ERAS and pre-ERAS groups respectively (P = 0·046). Median hospital stay was lower in the ERAS group (15 versus 19 days; P = 0·029). ERAS-specific costs were euro922 per patient. Mean total costs were euro56 083 per patient in the ERAS group and euro63 821 per patient in the pre-ERAS group (P = 0·273). The mean intensive care unit (ICU) and intermediate care costs were euro9139 and euro13 793 per patient for the ERAS and pre-ERAS groups respectively (P = 0·151). CONCLUSION: ERAS implementation for pancreaticoduodenectomy did not increase the costs in this cohort. Savings were noted in anaesthesia/operating room, medication and laboratory costs. Fewer patients in the ERAS group required an ICU stay.

Coma post-anoxique après arrêt cardiaque et hypothermie, peut-on encore prédire le pronostic en 2014 ?

L'encéphalopathie post-anoxique après arrêt cardiaque (AC) est une cause féquente d'admission pour coma en réanimation. Depuis les recommandations de 2003, l'hypothermie thérapeutique (HT) est devenue un standard de traitement après AC et est à l'origine de l'amélioration du pronostic au cours de cette derniere décennie. Les élements prédicteurs de pronostic validés par l'Académie Américaine de Neurologie avant l'ère de l'HT sont devenus moins précis. En effet, l'HT et la sédation retardent la reprise de la réponse motrice et peuvent altérer la valeur prédictive des réflexes du tronc cérébral. Une nouvelle approche est nécessaire pour établir un pronostic après AC et HT. L'enregistrement (pendant l'HTou peu après) d'une activité électroencéphalographique réactive et/ou continue est un bon prédicteur de récupération neurologique favorable après AC. Au contraire, la présence d'un tracé non réactif ou discontinu de type burst-suppression, avec une réponse N20 absente bilatérale aux potentiels évoqués somatosensoriels, sont presqu'à 100 % prédictifs d'un coma irréversible déjà à 48 heures après AC. L'HT modifie aussi la valeur prédictive de l'énolase neuronale spécifique (NSE), principal biomarqueur sérique de la lésion cérébrale post-anoxique. Un réveil avec bonne récupération neurologique a été récemment observé par plusieurs groupes chez des patients présentant des valeurs de NSE>33 μg/L à 48-72 heures : ce seuil ne doit pas être utilisé seul pour guider le traitement. L'imagerie par résonance magnétique de diffusion peut aider à prédire les séquelles neurologiques à long terme. Un réveil chez les patients en coma post-anoxique est de plus en plus observé, malgré l'absence précoce de signes moteurs et une élévation franche des biomarqueurs neuronaux. En 2014, une nouvelle approche multimodale du pronostic est donc nécessaire, pour optimiser la prédiction d'une évolution clinique favorable après AC. Hypoxic-ischemic encephalopathy after cardiac arrest (CA) is a frequent cause of intensive care unit (ICU) admission. Incorporated in all recent guidelines, therapeutic hypothermia (TH) has become a standard of care and has contributed to improve prognosis after CA during the past decade. The accuracy of prognostic predictors validated in 2006 by the American Academy of Neurology before the era of TH is less accurate. Indeed, TH and sedation may delay the recovery of motor response and alter the predictive value of brainstem reflexes. A new approach is needed to accurately establish prognosis after CA and TH. A reactive and/or continuous electroencephalogram background (during TH or shortly thereafter) strongly predicts good outcome. On the contrary, unreactive/spontaneous burst-suppression electroencephalogram pattern, together with absent N20 on somatosensory evoked potentials, is almost 100% predictive of irreversible coma. TH also affects the predictive value of neuronspecific enolase (NSE), the main serum biomarker of postanoxic injury. A good outcome can occur despite NSE levels >33 μg/L, so this cutoff value should not be used alone to guide treatment. Diffusion magnetic resonance imagery may help predict long-term neurological sequelae. Awakening from postanoxic coma is increasingly observed, despite the absence of early motor signs and pathological elevation of NSE. In 2014, a multimodal approach to prognosis is recommended to optimize the prediction of outcome after CA.

Hypomagnesemia in critically ill cancer patients: a prospective study of predictive factors

Hypomagnesemia is the most common electrolyte disturbance seen upon admission to the intensive care unit (ICU). Reliable predictors of its occurrence are not described. The objective of this prospective study was to determine factors predictive of hypomagnesemia upon admission to the ICU. In a single tertiary cancer center, 226 patients with different diagnoses upon entering were studied. Hypomagnesemia was defined by serum levels <1.5 mg/dl. Demographic data, type of cancer, cause of admission, previous history of arrhythmia, cardiovascular disease, renal failure, drug administration (particularly diuretics, antiarrhythmics, chemotherapy and platinum compounds), previous nutrition intake and presence of hypovolemia were recorded for each patient. Blood was collected for determination of serum magnesium, potassium, sodium, calcium, phosphorus, blood urea nitrogen and creatinine levels. Upon admission, 103 (45.6%) patients had hypomagnesemia and 123 (54.4%) had normomagnesemia. A normal dietary habit prior to ICU admission was associated with normal Mg levels (P = 0.007) and higher average levels of serum Mg (P = 0.002). Postoperative patients (N = 182) had lower levels of serum Mg (0.60 ± 0.14 mmol/l compared with 0.66 ± 0.17 mmol/l, P = 0.006). A stepwise multiple linear regression disclosed that only normal dietary habits (OR = 0.45; CI = 0.26-0.79) and the fact of being a postoperative patient (OR = 2.42; CI = 1.17-4.98) were significantly correlated with serum Mg levels (overall model probability = 0.001). These findings should be used to identify patients at risk for such disturbance, even in other critically ill populations.

Hypomagnesemia is a risk factor for nonrecovery of renal function and mortality in AIDS patients with acute kidney injury

The objective of the present study was to determine the prevalence of electrolyte disturbances in AIDS patients developing acute kidney injury in the hospital setting, as well as to determine whether such disturbances constitute a risk factor for nephrotoxic and ischemic injury. A prospective, observational cohort study was carried out. Hospitalized AIDS patients were evaluated for age; gender; coinfection with hepatitis; diabetes mellitus; hypertension; time since HIV seroconversion; CD4 count; HIV viral load; proteinuria; serum levels of creatinine, urea, sodium, potassium and magnesium; antiretroviral use; nephrotoxic drug use; sepsis; intensive care unit (ICU) admission, and the need for dialysis. Each of these characteristics was correlated with the development of acute kidney injury, with recovery of renal function and with survival. Fifty-four patients developed acute kidney injury: 72% were males, 59% had been HIV-infected for >5 years, 72% had CD4 counts <200 cells/mm³, 87% developed electrolyte disturbances, 33% recovered renal function, and 56% survived. ICU admission, dialysis, sepsis and hypomagnesemia were all significantly associated with nonrecovery of renal function and with mortality. Nonrecovery of renal function was significantly associated with hypomagnesemia, as was mortality in the multivariate analysis. The risks for nonrecovery of renal function and for death were 6.94 and 6.92 times greater, respectively, for patients with hypomagnesemia. In hospitalized AIDS patients, hypomagnesemia is a risk factor for nonrecovery of renal function and for in-hospital mortality. To determine whether hypomagnesemia is a determinant or simply a marker of critical illness, further studies involving magnesium supplementation in AIDS patients are warranted.

Furosemide is associated with acute kidney injury in critically ill patients

Acute kidney injury (AKI) is common in critically ill patients. Diuretics are used without any evidence demonstrating a beneficial effect on renal function. The objective of the present study is to determine the incidence of AKI in an intensive care unit (ICU) and if there is an association between the use of furosemide and the development of AKI. The study involved a hospital cohort in which 344 patients were consecutively enrolled from January 2010 to January 2011. A total of 132 patients (75 females and 57 males, average age 64 years) remained for analysis. Most exclusions were related to ICU discharge in the first 24 h. Laboratory, sociodemographic and clinical data were collected until the development of AKI, medical discharge or patient death. The incidence of AKI was 55% (95%CI = 46-64). The predictors of AKI found by univariate analysis were septic shock: OR = 3.12, 95%CI = 1.36-7.14; use of furosemide: OR = 3.27, 95%CI = 1.57-6.80, and age: OR = 1.02 (95%CI = 1.00-1.04). Analysis of the subgroup of patients with septic shock showed that the odds ratio of furosemide was 5.5 (95%CI = 1.16-26.02) for development of AKI. Age, use of furosemide, and septic shock were predictors of AKI in critically ill patients. Use of furosemide in the subgroup of patients with sepsis/septic shock increased (68.4%) the chance of development of AKI when compared to the sample as a whole (43.9%).

Effect of heat and moisture exchangers on the prevention of ventilator-associated pneumonia in critically ill patients

Ventilator-associated pneumonia (VAP) remains one of the major causes of infection in the intensive care unit (ICU) and is associated with the length of hospital stay, duration of mechanical ventilation, and use of broad-spectrum antibiotics. We compared the frequency of VAP 10 months prior to (pre-intervention group) and 13 months after (post-intervention group) initiation of the use of a heat and moisture exchanger (HME) filter. This is a study with prospective before-and-after design performed in the ICU in a tertiary university hospital. Three hundred and fourteen patients were admitted to the ICU under mechanical ventilation, 168 of whom were included in group HH (heated humidifier) and 146 in group HME. The frequency of VAP per 1000 ventilator-days was similar for both the HH and HME groups (18.7 vs 17.4, respectively; P = 0.97). Duration of mechanical ventilation (11 vs 12 days, respectively; P = 0.48) and length of ICU stay (11 vs 12 days, respectively; P = 0.39) did not differ between the HH and HME groups. The chance of developing VAP was higher in patients with a longer ICU stay and longer duration of mechanical ventilation. This finding was similar when adjusted for the use of HME. The use of HME in intensive care did not reduce the incidence of VAP, the duration of mechanical ventilation, or the length of stay in the ICU in the study population.

IL-6 and TNF-α serum levels are associated with early death in community-acquired pneumonia patients

Community-acquired pneumonia (CAP) is amongst the leading causes of death worldwide. As inflammatory markers, cytokines can predict outcomes, if interpreted together with clinical data and scoring systems such as CURB-65, CRB, and Acute Physiology and Chronic Health Evaluation II (APACHE II). The aim of this study was to determine the impact of inflammatory biomarkers on the early mortality of hospitalized CAP patients. Twenty-seven CAP patients needing hospitalization were enrolled for the study and samples of interleukin-1 (IL-1) and interleukin-6 (IL-6), tumor necrosis factor alpha (TNF-α), C-reactive protein (CRP), and homocystein were collected at the time of admission (day 1) as well as on the seventh day of the treatment. There was a significant reduction in the levels of IL-6 between the first and the second collections. Median IL-6 values decreased from 24 pg/mL (day 1) to 8 pg/mL (day 7) (P=0.016). The median levels of TNF-α were higher in patients: i) with acute kidney injury (AKI) (P=0.045), ii) requiring mechanical ventilation (P=0.040), iii) with short hospital stays (P=0.009), iv) admitted to the intensive care unit (ICU) (P=0.040), v) who died early (P=0.003), and vi) with worse CRB scores (P=0.013). In summary, IL-6 and TNF-α levels were associated with early mortality of CAP patients. Longer admission levels demonstrated greater likelihood of early death and overall mortality, necessity of mechanical ventilation, and AKI.

Inverse association between serum creatinine and mortality in acute kidney injury

Introduction: Sepsis is a leading precipitant of Acute Kidney Injury (AKI) in intensive care unit (ICU) patients, and is associated with a high mortality rate. Objective: We aimed to evaluate the risk factors for dialysis and mortality in a cohort of AKI patients of predominantly septic etiology. Methods: Adult patients from an ICU for whom nephrology consultation was requested were included. End-stage chronic renal failure and kidney transplant patients were excluded. Results: 114 patients were followed. Most had sepsis (84%), AKIN stage 3 (69%) and oliguria (62%) at first consultation. Dialysis was performed in 66% and overall mortality was 70%. Median serum creatinine in survivors and non-survivors was 3.95 mg/dl (2.63 - 5.28) and 2.75 mg/dl (1.81 - 3.69), respectively. In the multivariable models, oliguria and serum urea were positively associated with dialysis; otherwise, a lower serum creatinine at first consultation was independently associated with higher mortality. Conclusion: In a cohort of septic AKI, oliguria and serum urea were the main indications for dialysis. We also described an inverse association between serum creatinine and mortality. Potential explanations for this finding include: delay in diagnosis, fluid overload with hemodilution of serum creatinine or poor nutritional status. This finding may also help to explain the low discriminative power of general severity scores - that assign higher risks to higher creatinine levels - in septic AKI patients.

Fixation d’un but thérapeutique pour les patients supportés à long terme par un DAV aux soins intensifs : l’expérience des soignants

La situation d’un patient trop malade pour une transplantation et qui est maintenu à long terme aux soins intensifs (SI) avec l’aide d’un dispositif d'assistance ventriculaire (DAV) peut évoluer de multiples façons. Malheureusement, plusieurs soignants vivent un malaise lorsque ce patient survit avec des complications, sans possibilité de transplantation cardiaque ni de retour à domicile. Par conséquent, différents buts thérapeutiques sont poursuivis au sein de l’équipe soignante. L’étude avait pour objectifs de cerner les buts poursuivis par les professionnels de la santé œuvrant auprès de ce type de patient, de clarifier les facteurs influençant les buts poursuivis et de mieux connaître les difficultés éprouvées par l’équipe soignante dans l’élaboration d’un but commun. La phénoménologie a été utilisée comme méthodologie de définition de la problématique. L’échantillon comprenait 12 participants représentant les infirmières, médecins et perfusionnistes d'une unité de SI, travaillant auprès de ce type de patient. Chacun des participants a fait l’objet d’une entrevue individuelle, semi-dirigée et enregistrée sur appareil audio. Il leur a d’abord été présenté une vignette à partir de laquelle ont été posées un certain nombre de questions identiques pour tous. Dans leurs réponses à ces questions, les participants ont eu la possibilité de s’exprimer autant sur leur expérience que sur le contexte du phénomène. Une seconde rencontre a été nécessaire afin de valider ou de corriger l’interprétation de ce que chacun avait exprimé durant l’entrevue. L'analyse des données témoigne d’un manque d’harmonie quant au but à poursuivre à l’égard du patient en question. Environ la moitié des participants visent la transplantation, alors que les autres poursuivent d’autres buts comme la sortie des SI, la limitation des traitements ou les soins palliatifs. Les participants sont influencés majoritairement par les volontés du patient, l'absence de mécanisme formel de communication entre eux et les facteurs professionnels tels que : les valeurs, les pratiques et l’environnement, sans oublier les rapports de pouvoir. Un certain nombre de barrières empêchent l’équipe de déterminer un but commun. Pour vaincre ces obstacles et s’entendre sur les buts à poursuivre en équipe, le développement de la communication multidisciplinaire s’impose. Pour y arriver, deux prérequis doivent être développés : l’intention éthique et l’engagement.

Interactions médicamenteuses et réactions adverses aux soins intensifs: le rôle des sédatifs et des analgésiants

Les patients admis aux soins intensifs (SI) souffrent de comorbidités qui affectent leur pronostic. Deux problèmes sont potentiellement associés aux sédatifs et compliquent le séjour de 35 à 50% des malades : le délirium, un état confusionnel aigu; et le coma ‘iatrogénique’, une altération de la conscience induite pharmacologiquement. L’importance de l’association entre clinique et médicaments a un intérêt pour prévenir ces syndromes cliniques morbides. Nous voulions étudier le délirium et le coma iatrogénique, les doses administrées de midazolam et de fentanyl, leurs niveaux plasmatiques, les variantes génétiques de métabolisme et de transport et les facteurs inflammatoires et ce, chez 100 patients admis aux soins intensifs. Nos données soulignent l’importance des interactions médicamenteuses dans l’incidence du coma iatrogénique, et réfutent l’association entre les benzodiazépines et le délirium. Ces résultats clarifient la pathophysiologie du délirium, corroborent le manque d’association délirium-benzodiazépines avec un marqueur biologique, c.-à-d. les niveaux sériques, et ouvrent le débat quant aux agents les plus utiles pour traiter l’anxiété et le délirium. Finalement, plusieurs caractéristiques pharmacocinétiques des benzodiazépines administrées aux soins intensifs publiées récemment complètent les données de notre étude quant à la sédation en soins critiques. Un chapitre sur l’importance de la pharmacogénomique en soins intensifs et un débat publié quant au pro et con de l'utilisation des benzodiazépines aux SI, sont soumis en complément de l’étude clinique décrite ci-haut effectuée dans le cadre de cette maîtrise.

Rest-activity cycle disturbances in the acute phase of moderate to severe traumatic brain injury

Background. Sleep-wake disturbances are among the most persistent sequelae after traumatic brain injury (TBI) and probably arise during the hospital stay following TBI. These disturbances are characterized by difficulties sleeping at night and staying awake during the day. Objective. The aim of the present study was to document rest-activity cycle consolidation in acute moderate/severe TBI using actigraphy and to assess its association with injury severity and outcome. Methods. In all, 16 hospitalized patients (27.1 ± 11.3 years) with moderate/severe TBI wore actigraphs for 10 days, starting in the intensive care unit (ICU) when continuous sedation was discontinued and patients had reached medical stability. Activity counts were summed for daytime (7:00-21:59 hours) and nighttime periods (22:00-6:59 hours). The ratio of daytime period activity to total 24-hour activity was used to quantify rest-activity cycle consolidation. An analysis of variance was carried out to characterize the evolution of the daytime activity ratio over the recording period. Results. Rest-activity cycle was consolidated only 46.6% of all days; however, a significant linear trend of improvement was observed over time. Greater TBI severity and longer ICU and hospital lengths of stay were associated with poorer rest-activity cycle consolidation and evolution. Patients with more rapid return to consolidated rest-activity cycle were more likely to have cleared posttraumatic amnesia and have lower disability at hospital discharge. Conclusions. Patients with acute moderate/ severe TBI had an altered rest-activity cycle, probably reflecting severe fragmentation of sleep and wake episodes, which globally improved over time. A faster return to rest-activity cycle consolidation may predict enhanced brain recovery.

Perfil acido-base de pacientes con cirrosis descompensada por hemorragia digestiva alta en el departamento de emergencias: serie de casos

Introducción: La hemorragia digestiva (HVDA) es la principal causa de descompensación en pacientes con cirrosis. Caracterizar el estado ácido-base de estos pacientes sería útil para reflejar la severidad del sangrado e identificar pacientes con alto riesgo de complicación. Objetivo: Describir el estado ácido-base de los pacientes que consultaron a urgencias con cirrosis descompensada por HVDA y posteriormente fueron manejados en la unidad de cuidado intensivo (UCI) o fallecieron. Métodos: Se realizó el análisis del estado ácido-base a 10 pacientes con estas características, utilizando tres métodos distintos. Resultados: El perfil ácido-base encontrado fue: acidosis metabólica por iones no medidos, acidosis láctica, alcalosis por hipoalbuminemia y anión gap elevado en la mayoría de pacientes. Conclusiones: La teoría de Henderson-Hasselbach no fue suficiente para identificar pacientes con alto riesgo, debería implementarse concomitantemente el análisis anión gap, base déficit y el método físico–químico, para entender los fenómenos acido base de estos pacientes.

Lesiones laríngeas post-intubación en adultos y su relación con el tiempo de intubación: Estudio de nasofibrolaringoscopia diagnóstica

Objetivo: Determinar las lesiones laríngeas post-intubación endotraqueal en la unidad de cuidado intensivo (UCI) y cirugía ambulatoria y evaluar su asociación con respecto al tiempo de intubación y otras variables clínico-demográficas en un hospital universitario. Materiales y métodos: Estudio de cohorte analítico incluyendo 60 pacientes (30 de UCI y 30 de cirugía ambulatoria) a quienes se les realizó nasofibrolaringoscopia a las 24 horas post-extubación y a las 3 semanas de control y se registran las lesiones laríngeas encontradas. Resultados: En la primera endoscopia el 70% de los pacientes de cirugía ambulatoria presentaban al menos una lesión laríngea con un promedio de duración de intubación de 0.12 días DS±0.05 desapareciendo todas las lesiones en la segunda endoscopia. En el análisis del grupo de UCI se encontraron lesiones en el 76.6% de los pacientes con un promedio de duración de intubación de 6.0 días DS±3.3. La presencia de edema en pacientes con intubación prolongada por más de 6 días mostró diferencias estadísticamente significativa con respecto al grupo con menos días de intubación (RR 3.048, 95% IC 0.9-9.3, P=0.03) al igual que con antecedente de EPOC (P=0.032) y APACHE II mayor de 17 (RR 1.8, 95% IC 1.114-3.0, P=0.013). EPOC tiene una diferencia estadísticamente significativa con hiperemia (P=0.02) y granuloma (P=0.019). En la segunda endoscopia se encontró mayor frecuencia de hiperemia en los pacientes con intubación prolongada (>6 días) con una diferencia estadísticamente significativa (P=0.01). Conclusión: La intubación prolongada se encuentra asociada a la aparición edema e hiperemia en la laringe. EPOC y puntaje superior de APACHE II se relacionan con hiperemia y granulomas glóticos.

Evaluación e intervención interdisciplinaria del dolor en Unidades de Cuidado Intensivo

El dolor es un problema importante para los pacientes hospitalizados en las UCI porque genera malestar y distrés. Además, la investigación ha demostrado que en algunos pacientes críticos el dolor agudo puede persistir después de alta y convertirse en crónico. La gestión eficaz del dolor en pacientes críticos requiere un enfoque interdisciplinario, que incorpore la visión y trabajo de expertos que representan una amplia variedad de especialidades clínicas. Así, la utilización de la intervención psicológica en el tratamiento del dolor es una parte integral de un enfoque global. Basado en una revisión de la evidencia científica, se identifican y señalan: (1) los tipos de dolor más comunes; (2) las características del dolor; (3) las patologías más frecuentes asociadas con la presencia de dolor; (4) los procedimientos que generan dolor en la UCI; (5) los métodos de evaluación del dolor; (6) la intervención del mismo y; (7) la contribución del psicólogo en la evaluación y manejo del dolor con el paciente, los familiares y los profesionales de la salud. La revisión realizada indica que los procesos psicológicos influyen tanto en la experiencia del dolor como en los resultados del tratamiento, por lo tanto la integración de los principios psicológicos en el tratamiento del dolor parecen tener potencial mejora de los resultados beneficiando la salud del paciente.

Factores asociados a mortalidad en pacientes colombianos con enfermedades autoinmunes en la unidad de cuidado intensivo, de un hospital de tercer nivel en Bogotá Colombia

Antecedentes: El interés en las enfermedades autoinmunes (EA) y su desenlace en la unidad de cuidado intensivo (UCI) han incrementado debido al reto clínico que suponen para el diagnóstico y manejo, debido a que la mortalidad en UCI fluctúa entre el 17 – 55 %. El siguiente trabajo representa la experiencia de un año de nuestro grupo en un hospital de tercer nivel. Objetivo: Identificar factores asociados a mortalidad particulares de los pacientes con enfermedades autoinmunes que ingresan a una UCI, de un hospital de tercer nivel en Bogotá, Colombia. Métodos: El uso de análisis de componentes principales basado en el método descriptivo multivariado y análisis de múltiple correspondencia fue realizado para agrupar varias variables relacionadas con asociación significativa y contexto clínico común. Resultados: Cincuenta pacientes adultos con EA con una edad promedio de 46,7 ± 17,55 años fueron evaluados. Los dos diagnósticos más comunes fueron lupus eritematoso sistémico y esclerosis sistémica, con una frecuencia de 45% y 20% de los pacientes respectivamente. La principal causa de admisión en la UCI fue la infección seguido de actividad aguda de la EA, 36% y 24% respectivamente. La mortalidad durante la estancia en UCI fue del 24%. El tiempo de hospitalización antes de la admisión a la UCI, el choque, soporte vasopresor, ventilación mecánica, sepsis abdominal, Glasgow bajo y plasmaféresis fueron factores asociados con mortalidad. Dos fenotipos de variables fueron definidos relacionadas con tiempo en la UCI y medidas de soporte en UCI, las cuales fueron asociadas supervivencia y mortalidad. Conclusiones: La identificación de factores individuales y grupos de factores por medio del análisis de componentes principales permitirá la implementación de medidas terapéutica de manera temprana y agresiva en pacientes con EA en la UCI para evitar desenlaces fatales.