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1.
Respir Res ; 25(1): 9, 2024 Jan 04.
Artigo em Inglês | MEDLINE | ID: mdl-38178147

RESUMO

BACKGROUND: Patients with influenza-related acute respiratory distress syndrome (ARDS) are critically ill and require mechanical ventilation (MV) support. Prolonged mechanical ventilation (PMV) is often seen in these cases and the optimal management strategy is not established. This study aimed to investigate risk factors for PMV and factors related to weaning failure in these patients. METHODS: This retrospective cohort study was conducted by eight medical centers in Taiwan. All patients in the intensive care unit with virology-proven influenza-related ARDS requiring invasive MV from January 1 to March 31, 2016, were included. Demographic data, critical illness data and clinical outcomes were collected and analyzed. PMV is defined as mechanical ventilation use for more than 21 days. RESULTS: There were 263 patients with influenza-related ARDS requiring invasive MV enrolled during the study period. Seventy-eight patients had PMV. The final weaning rate was 68.8% during 60 days of observation. The mortality rate in PMV group was 39.7%. Risk factors for PMV were body mass index (BMI) > 25 (kg/m2) [odds ratio (OR) 2.087; 95% confidence interval (CI) 1.006-4.329], extracorporeal membrane oxygenation (ECMO) use (OR 6.181; 95% CI 2.338-16.336), combined bacterial pneumonia (OR 4.115; 95% CI 2.002-8.456) and neuromuscular blockade use over 48 h (OR 2.8; 95% CI 1.334-5.879). In addition, risk factors for weaning failure in PMV patients were ECMO (OR 5.05; 95% CI 1.75-14.58) use and bacteremia (OR 3.91; 95% CI 1.20-12.69). CONCLUSIONS: Patients with influenza-related ARDS and PMV have a high mortality rate. Risk factors for PMV include BMI > 25, ECMO use, combined bacterial pneumonia and neuromuscular blockade use over 48 h. In addition, ECMO use and bacteremia predict unsuccessful weaning in PMV patients.


Assuntos
Bacteriemia , Influenza Humana , Pneumonia Bacteriana , Síndrome do Desconforto Respiratório , Humanos , Respiração Artificial/efeitos adversos , Estado Terminal/epidemiologia , Estado Terminal/terapia , Estudos Retrospectivos , Influenza Humana/complicações , Influenza Humana/diagnóstico , Influenza Humana/epidemiologia , Síndrome do Desconforto Respiratório/diagnóstico , Síndrome do Desconforto Respiratório/epidemiologia , Síndrome do Desconforto Respiratório/terapia , Fatores de Risco , Bacteriemia/complicações
2.
BMC Anesthesiol ; 23(1): 247, 2023 07 21.
Artigo em Inglês | MEDLINE | ID: mdl-37479965

RESUMO

BACKGROUND: Blood urea nitrogen to albumin ratio (BAR) is increasingly recognized as an early predictor for short-term outcomes in critically ill patients, but the association of BAR with long-term outcomes in critically ill surgical patients remains underexplored. METHODS: We enrolled consecutive patients who were admitted to surgical intensive care units (ICUs) at Taichung Veterans General Hospital between 2015 and 2020, and the dates of death were retrieved from Taiwan's National Health Insurance Research Database. In addition to Cox regression, we also used propensity score matching to determine the hazard ratios (HRs) and 95% confidence intervals (CIs) for one-year post-hospital mortality of the variables. RESULTS: A total of 8,073 eligible subjects were included for analyses. We found that age, male gender, high Charlson Comorbidity Index, high Acute Physiology and Chronic Health Evaluation II score, positive microbial culture, and leukocytosis were predictors for mortality, whereas high body mass index, scheduled surgery, and high platelet counts were protective factors against long-term mortality. The high BAR was independently associated with increased post-hospital mortality after adjustment for the aforementioned covariates (adjHR 1.258, 95% CI, 1.127-1.405). Notably, the association tended to be stronger in females and patients with fewer comorbidities and lower disease severity of critical illness. The propensity score matching, dividing subjects by BAR higher or lower than 6, showed a consistent association between week-one BAR and post-hospital mortality (adjHR 1.503, 95% CI 1.247-1.811). CONCLUSIONS: BAR is a newly identified predictor of short-term outcome, and we identified long-term outcome-relevant factors, including BAR, and the identified factors may be useful for risk stratification of long-term outcomes in patients discharged from surgical ICUs.


Assuntos
Albuminas , Estado Terminal , Feminino , Humanos , Masculino , Mortalidade Hospitalar , Nitrogênio da Ureia Sanguínea , Pontuação de Propensão
3.
BMC Emerg Med ; 23(1): 32, 2023 03 22.
Artigo em Inglês | MEDLINE | ID: mdl-36949386

RESUMO

BACKGROUND: Anaemia is highly prevalent in critically ill patients; however, the long-term effect on mortality remains unclear. METHODS: We retrospectively included patients admitted to the medical intensive care units (ICUs) during 2015-2020 at the Taichung Veterans General Hospital. The primary outcome of interest was one-year mortality, and hazard ratios (HRs) with 95% confidence intervals (CIs) were determined to assess the association. We used propensity score matching (PSM) and propensity score matching methods, including inverse probability of treatment weighting (IPTW) as well as covariate balancing propensity score (CBPS), in the present study. RESULTS: A total of 7,089 patients were eligible for analyses, and 45.0% (3,189/7,089) of them had anaemia, defined by mean levels of haemoglobin being less than 10 g/dL. The standardised difference of covariates in this study were lower than 0.20 after matching and weighting. The application of CBPS further reduced the imbalance among covariates. We demonstrated a similar association, and adjusted HRs in original, PSM, IPTW and CBPS populations were 1.345 (95% CI 1.227-1.474), 1.265 (95% CI 1.145-1.397), 1.276 (95% CI 1.142-1.427) and 1.260 (95% CI 1.125-1.411), respectively. CONCLUSIONS: We used propensity score-based analyses to identify that anaemia within the first week was associated with increased one-year mortality in critically ill patients.


Assuntos
Anemia , Estado Terminal , Humanos , Estudos Retrospectivos , Pontuação de Propensão , Hemoglobinas
4.
Crit Care ; 26(1): 91, 2022 04 04.
Artigo em Inglês | MEDLINE | ID: mdl-35379303

RESUMO

BACKGROUND: The importance or necessity of a loading dose when prescribing intravenous colistin has not been well established in clinical practice, and approximate one-third to half of patients with carbapenem-resistant gram-negative bacteria (CRGNB) infection did not receive the administration of a loading dose. The aim of this study is to investigate the efficacy and risk of acute kidney injury when prescribing intravenous colistin for critically ill patients with nosocomial pneumonia caused by CRGNB. METHODS: This was a multicenter, retrospective study that recruited ICU-admitted patients who had CRGNB-associated nosocomial pneumonia and were treated with intravenous colistin. Then, we classified the patients into colistin loading dose (N = 85) and nonloading dose groups (N = 127). After propensity-score matching for important covariates, we compared the mortality rate, clinical outcome and microbiological eradication rates between the groups (N = 67). RESULTS: The loading group had higher percentages of patients with favorable clinical outcomes (55.2% and 35.8%, p = 0.037) and microbiological eradication rates (50% and 27.3%, p = 0.042) at day 14 than the nonloading group. The mortality rates at days 7, 14 and 28 and overall in-hospital mortality were not different between the two groups, but the Kaplan-Meier analysis showed that the loading group had a longer survival time than the nonloading group. Furthermore, the loading group had a shorter length of hospital stay than the nonloading group (52 and 60, p = 0.037). Regarding nephrotoxicity, there was no significant difference in the risk of developing acute kidney injury between the groups. CONCLUSIONS: The administration of a loading dose is recommended when prescribing intravenous colistin for critically ill patients with nosocomial pneumonia caused by CRGNB.


Assuntos
Colistina , Pneumonia Bacteriana , Antibacterianos/uso terapêutico , Carbapenêmicos/uso terapêutico , Colistina/efeitos adversos , Estado Terminal/terapia , Bactérias Gram-Negativas , Humanos , Pneumonia Bacteriana/tratamento farmacológico , Estudos Retrospectivos
5.
BMC Anesthesiol ; 22(1): 351, 2022 11 14.
Artigo em Inglês | MEDLINE | ID: mdl-36376785

RESUMO

BACKGROUND: Weaning from mechanical ventilation (MV) is an essential issue in critically ill patients, and we used an explainable machine learning (ML) approach to establish an extubation prediction model. METHODS: We enrolled patients who were admitted to intensive care units during 2015-2019 at Taichung Veterans General Hospital, a referral hospital in central Taiwan. We used five ML models, including extreme gradient boosting (XGBoost), categorical boosting (CatBoost), light gradient boosting machine (LightGBM), random forest (RF) and logistic regression (LR), to establish the extubation prediction model, and the feature window as well as prediction window was 48 h and 24 h, respectively. We further employed feature importance, Shapley additive explanations (SHAP) plot, partial dependence plot (PDP) and local interpretable model-agnostic explanations (LIME) for interpretation of the model at the domain, feature, and individual levels. RESULTS: We enrolled 5,940 patients and found the accuracy was comparable among XGBoost, LightGBM, CatBoost and RF, with the area under the receiver operating characteristic curve using XGBoost to predict extubation was 0.921. The calibration and decision curve analysis showed well applicability of models. We also used the SHAP summary plot and PDP plot to demonstrate discriminative points of six key features in predicting extubation. Moreover, we employed LIME and SHAP force plots to show predicted probabilities of extubation and the rationale of the prediction at the individual level. CONCLUSIONS: We developed an extubation prediction model with high accuracy and visualised explanations aligned with clinical workflow, and the model may serve as an autonomous screen tool for timely weaning.


Assuntos
Extubação , Estado Terminal , Humanos , Estudos Retrospectivos , Estado Terminal/terapia , Respiração Artificial , Taiwan , Aprendizado de Máquina
6.
BMC Med Inform Decis Mak ; 22(1): 75, 2022 03 25.
Artigo em Inglês | MEDLINE | ID: mdl-35337303

RESUMO

BACKGROUND: Machine learning (ML) model is increasingly used to predict short-term outcome in critically ill patients, but the study for long-term outcome is sparse. We used explainable ML approach to establish 30-day, 90-day and 1-year mortality prediction model in critically ill ventilated patients. METHODS: We retrospectively included patients who were admitted to intensive care units during 2015-2018 at a tertiary hospital in central Taiwan and linked with the Taiwanese nationwide death registration data. Three ML models, including extreme gradient boosting (XGBoost), random forest (RF) and logistic regression (LR), were used to establish mortality prediction model. Furthermore, we used feature importance, Shapley Additive exPlanations (SHAP) plot, partial dependence plot (PDP), and local interpretable model-agnostic explanations (LIME) to explain the established model. RESULTS: We enrolled 6994 patients and found the accuracy was similar among the three ML models, and the area under the curve value of using XGBoost to predict 30-day, 90-day and 1-year mortality were 0.858, 0.839 and 0.816, respectively. The calibration curve and decision curve analysis further demonstrated accuracy and applicability of models. SHAP summary plot and PDP plot illustrated the discriminative point of APACHE (acute physiology and chronic health exam) II score, haemoglobin and albumin to predict 1-year mortality. The application of LIME and SHAP force plots quantified the probability of 1-year mortality and algorithm of key features at individual patient level. CONCLUSIONS: We used an explainable ML approach, mainly XGBoost, SHAP and LIME plots to establish an explainable 1-year mortality prediction ML model in critically ill ventilated patients.


Assuntos
Estado Terminal , Respiração Artificial , Humanos , Aprendizado de Máquina , Estudos Retrospectivos , Taiwan/epidemiologia
7.
J Formos Med Assoc ; 121(6): 1149-1158, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-34740489

RESUMO

BACKGROUND/PURPOSE: Both prone positioning and extracorporeal membrane oxygenation (ECMO) are used as rescue therapies for severe hypoxemia in patients with acute respiratory distress syndrome (ARDS). This study compared outcomes between patients with severe influenza pneumonia-related ARDS who received prone positioning and those who received ECMO. METHODS: This retrospective cohort study included eight tertiary referral centers in Taiwan. All patients who were diagnosed as having influenza pneumonia-related severe ARDS were enrolled between January and March 2016. We collected their demographic data and prone positioning and ECMO outcomes from medical records. RESULTS: In total, 263 patients diagnosed as having ARDS were included, and 65 and 53 of them received prone positioning and ECMO, respectively. The baseline PaO2/FiO2 ratio, Acute Physiology and Chronic Health Evaluation II score and Sequential Organ Failure Assessment score did not significantly differ between the two groups. The 60-day mortality rate was significantly higher in the ECMO group than in the prone positioning group (60% vs. 28%, p = 0.001). A significantly higher mortality rate was still observed in the ECMO group after propensity score matching (59% vs. 36%, p = 0.033). In the multivariate Cox regression analysis, usage of prone positioning or ECMO was the single independent predictor for 60-day mortality (hazard ratio: 2.177, p = 0.034). CONCLUSION: While the patients receiving prone positioning had better outcome, the causality between prone positioning and the prognosis is unknown. However, the current data suggested that patients with influenza-related ARDS may receive prone positioning before ECMO support.


Assuntos
Oxigenação por Membrana Extracorpórea , Influenza Humana , Síndrome do Desconforto Respiratório , Estudos de Coortes , Oxigenação por Membrana Extracorpórea/efeitos adversos , Humanos , Influenza Humana/complicações , Influenza Humana/terapia , Decúbito Ventral/fisiologia , Síndrome do Desconforto Respiratório/terapia , Estudos Retrospectivos
8.
Crit Care ; 24(1): 693, 2020 12 14.
Artigo em Inglês | MEDLINE | ID: mdl-33317590

RESUMO

BACKGROUND: Crystalloids and different component colloids, used for volume resuscitation, are sometimes associated with various adverse effects. Clinical trial findings for such fluid types in different patients' conditions are conflicting. Whether the mortality benefit of balanced crystalloid than saline can be inferred from sepsis to other patient group is uncertain, and adverse effect profile is not comprehensive. This study aims to compare the survival benefits and adverse effects of seven fluid types with network meta-analysis in sepsis, surgical, trauma, and traumatic brain injury patients. METHODS: Searched databases (PubMed, EMBASE, and Cochrane CENTRAL) and reference lists of relevant articles occurred from inception until January 2020. Studies on critically ill adults requiring fluid resuscitation were included. Intervention studies reported on balanced crystalloid, saline, iso-oncotic albumin, hyperoncotic albumin, low molecular weight hydroxyethyl starch (L-HES), high molecular weight HES, and gelatin. Network meta-analyses were conducted using random-effects model to calculate odds ratio (OR) and mean difference. Risk of Bias tool 2.0 was used to assess bias. Confidence in Network Meta-Analysis (CINeMA) web application was used to rate confidence in synthetic evidence. RESULTS: Fifty-eight trials (n = 26,351 patients) were identified. Seven fluid types were evaluated. Among patients with sepsis and surgery, balanced crystalloids and albumin achieved better survival, fewer acute kidney injury, and smaller blood transfusion volumes than saline and L-HES. In those with sepsis, balanced crystalloids significantly reduced mortality more than saline (OR 0.84; 95% CI 0.74-0.95) and L-HES (OR 0.81; 95% CI 0.69-0.95) and reduced acute kidney injury more than L-HES (OR 0.80; 95% CI 0.65-0.99). However, they required the greatest resuscitation volume among all fluid types, especially in trauma patients. In patients with traumatic brain injury, saline and L-HES achieved lower mortality than albumin and balanced crystalloids; especially saline was significantly superior to iso-oncotic albumin (OR 0.55; 95% CI 0.35-0.87). CONCLUSIONS: Our network meta-analysis found that balanced crystalloids and albumin decreased mortality more than L-HES and saline in sepsis patients; however, saline or L-HES was better than iso-oncotic albumin or balanced crystalloids in traumatic brain injury patients. TRIAL REGISTRATION: PROSPERO website, registration number: CRD42018115641).


Assuntos
Hidratação/classificação , Hidratação/normas , Complicações Pós-Operatórias/terapia , Ressuscitação/instrumentação , Sepse/terapia , Ferimentos e Lesões/terapia , Coloides/normas , Coloides/uso terapêutico , Soluções Cristaloides/normas , Soluções Cristaloides/uso terapêutico , Hidratação/estatística & dados numéricos , Humanos , Metanálise em Rede , Complicações Pós-Operatórias/fisiopatologia , Ensaios Clínicos Controlados Aleatórios como Assunto/estatística & dados numéricos , Ressuscitação/métodos , Ressuscitação/estatística & dados numéricos , Sepse/fisiopatologia , Ferimentos e Lesões/fisiopatologia
9.
J Formos Med Assoc ; 119(7): 1193-1200, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-31685407

RESUMO

BACKGROUND: The main objective of this study was to investigate the safety of bedside percutaneous dilational tracheostomy (PDT) by pulmonologists in critically ill patients, and the factors associated with complications resulting from PDT. METHODS: We retrospectively enrolled critically ill patients who had undergone bedside PDT in the intensive care units (ICUs) and respiratory care center from February 2016 to December 2018. RESULTS: A total of 312 patients were included for analysis, with a mean age of 69.6 ± 17.7 years. Two hundred and eight of the patients were male (66.7%). The mean acute physiology and chronic health evaluation II score was 25.3 ± 6.3, and the mean body mass index was 22.4 ± 4.2. Most of the patients were intubated due to respiratory disorders (51.3%). Fifty-six patients (17.9%) received antiplatelet agents or an anticoagulant regularly prior to PDT. All enrolled patients were undergone bedside PDT successfully. The total complication rate of PDT was 14.4%. Patients who took antiplatelet agents or anticoagulants regularly before PDT had a higher risk of bleeding than patients who went without (26.8% versus 7.0%, adjusted odds ratio 4.93 [95% f 2.16-11.25], p < 0.001). Finally, a longer length of intubation resulted in a higher probability in the length of ICU stay being ≧28 days (adjusted odds ratio 1.11 [95% CI 1.08-1.14], p < 0.001). CONCLUSION: Our study demonstrated that it was feasible for pulmonologists to perform bedside PDT in critically ill patients. However, antiplatelet agents and anticoagulants use increased the risk of bleeding in PDT patients.


Assuntos
Anticoagulantes , Estado Terminal , Hemorragia , Inibidores da Agregação Plaquetária , Traqueostomia , Idoso , Idoso de 80 Anos ou mais , Anticoagulantes/efeitos adversos , Hemorragia/induzido quimicamente , Humanos , Masculino , Pessoa de Meia-Idade , Inibidores da Agregação Plaquetária/efeitos adversos , Estudos Retrospectivos , Traqueostomia/efeitos adversos
10.
J Formos Med Assoc ; 118(1 Pt 3): 429-435, 2019 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-30150099

RESUMO

BACKGROUND: The 2011 Global Initiative for Chronic Obstructive Lung Disease (GOLD) proposed a new severity assessment system for emphasizing clinical symptom evaluation by COPD Assessment Test (CAT) or modified Medical Research Council (mMRC) dyspnea scores. The aim of the study was to evaluate the effectiveness of two scoring systems in evaluating COPD patients. METHODS: A population based cross-sectional study employing computer-assisted telephone interviewing system (CATI) for surveying the epidemiology of COPD in Taiwan. Among 6600 subjects recruited (age > 40), 404 subjects (6.1%) were diagnosed as COPD. The comorbidities, COPD-related symptoms, health care resources utilization were compared between CAT and mMRC. RESULTS: There were significant differences in all co-morbidities, symptom severity in favor of CAT as compared to mMRC. When comparing health care resources utilization, CAT and mMRC have equal effectiveness in evaluating patients with regular medical treatment. There were significant differences in emergency room visit and hospitalization in favor of mMRC. However, CAT was more effective in evaluating patients with ICU admission (P = 0.005). CONCLUSION: Compared with CAT and mMRC, there are individual benefits in the evaluation of clinical symptoms, co-morbidities and medical resources utilization for ER, hospitalization and ICU admission in COPD patients.


Assuntos
Dispneia/diagnóstico , Pulmão/fisiopatologia , Doença Pulmonar Obstrutiva Crônica/diagnóstico , Índice de Gravidade de Doença , Avaliação de Sintomas/normas , Adulto , Idoso , Área Sob a Curva , Comorbidade , Estudos Transversais , Dispneia/fisiopatologia , Feminino , Volume Expiratório Forçado , Humanos , Masculino , Pessoa de Meia-Idade , Guias de Prática Clínica como Assunto , Doença Pulmonar Obstrutiva Crônica/fisiopatologia , Curva ROC , Inquéritos e Questionários , Taiwan , Capacidade Vital
11.
J Formos Med Assoc ; 118(1 Pt 2): 378-385, 2019 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-30041997

RESUMO

BACKGROUNDS: Severe influenza infection causes substantial morbidity and mortality worldwide and remains an important threat to global health. This study addressed factors related to treatment outcomes in subjects of complicated influenza infection with acute respiratory distress syndrome (ARDS) during the Taiwan epidemic in the Spring of 2016. METHODS: This is a retrospective study conducted by Taiwan Severe Influenza Research Consortium (TSIRC), including eight tertiary referral medical centers. Patients with virology-proven influenza infection admitted to intensive care unit (ICU) between January and March 2016 were included for analysis. RESULTS: We identified 263 patients with complicated influenza infection who fulfilled ARDS criteria; the mean age was 59.8 ± 14.6 (years), and 66.1% (166/263) were male. Type A influenza (77.9%, 205/263) virus was the main pathogen during this epidemic. The 30-day mortality rate was 23.2% (61/263). The mean tidal volume (VT) in the first three days after intubation was greater than 8 mL/kg of predicted body weight (PBW). Patients whose first measured VT was >8 mL/kg PBW had an increased 30-day mortality (p = 0.04, log-rank test). In a multivariate Cox proportional hazard regression model, an increase of 1 mL/kg PBW of first VT was associated with 26.1% increase in 30-day mortality (adjusted hazard ratio 1.261, 95% confidence interval [CI] 1.072-1.484, p < 0.01). CONCLUSION: First tidal volume, shortly after intubation, greater than 8 mL/kg PBW is an independent risk factor for mortality in complicated influenza infection with ARDS. Timely recognition of ARDS with strict adherence to protective ventilation strategy of lowering VT may be important in reducing mortality.


Assuntos
Influenza Humana/complicações , Influenza Humana/mortalidade , Pulmão/fisiopatologia , Síndrome do Desconforto Respiratório/mortalidade , Síndrome do Desconforto Respiratório/terapia , Idoso , Feminino , Humanos , Unidades de Terapia Intensiva/estatística & dados numéricos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Respiração com Pressão Positiva , Modelos de Riscos Proporcionais , Estudos Retrospectivos , Fatores de Risco , Índice de Gravidade de Doença , Taiwan/epidemiologia , Volume de Ventilação Pulmonar , Fatores de Tempo
12.
Hu Li Za Zhi ; 64(6): 77-84, 2017 Dec.
Artigo em Zh | MEDLINE | ID: mdl-29164549

RESUMO

BACKGROUND: Patients with respiratory failure needing mechanical ventilation are common in the intensive care unit. These patients often require sedative and analgesic agents to alleviate their discomfort and to avoid causing associated safety issues. However, prolonged post-awakening confusion and changes in perception after withdrawal from sedatives and analgesic agents are common in daily practice. Thus, the optimal use of sedative and analgesic agents remains an important issue in the intensive care unit. PURPOSE: To optimize sedation by raising the rate of accuracy for administering analgesic and sedative agents in the intensive care unit from 30.44% to 60.88%. METHODS: We first analyzed the problem from the current situation of the daily practice and revised the protocol of using analgesic and sedative agents. In order to achieve an optimal outcome, the authors further arranged staff education and bedside training and established an audit system to check and improve protocol adherence. RESULTS: The rate of accuracy for administering sedatives and analgesics improved from 34% to 93%. CONCLUSIONS: With appropriately scaled protocols of sedatives and analgesics administration, intensive care nurses may easily target the consistent and optimal assessment and provide pain relief prior to sedation, which will improve the quality of sedation and patient safety.


Assuntos
Analgésicos/administração & dosagem , Hipnóticos e Sedativos/administração & dosagem , Unidades de Terapia Intensiva , Humanos
13.
CMAJ ; 186(10): E381-90, 2014 Jul 08.
Artigo em Inglês | MEDLINE | ID: mdl-24863923

RESUMO

BACKGROUND: Mechanical ventilation in the prone position is used to improve oxygenation and to mitigate the harmful effects of mechanical ventilation in patients with acute respiratory distress syndrome (ARDS). We sought to determine the effect of prone positioning on mortality among patients with ARDS receiving protective lung ventilation. METHODS: We searched electronic databases and conference proceedings to identify relevant randomized controlled trials (RCTs) published through August 2013. We included RCTs that compared prone and supine positioning during mechanical ventilation in patients with ARDS. We assessed risk of bias and obtained data on all-cause mortality (determined at hospital discharge or, if unavailable, after longest follow-up period). We used random-effects models for the pooled analyses. RESULTS: We identified 11 RCTs (n=2341) that met our inclusion criteria. In the 6 trials (n=1016) that used a protective ventilation strategy with reduced tidal volumes, prone positioning significantly reduced mortality (risk ratio 0.74, 95% confidence interval 0.59-0.95; I2=29%) compared with supine positioning. The mortality benefit remained in several sensitivity analyses. The overall quality of evidence was high. The risk of bias was low in all of the trials except one, which was small. Statistical heterogeneity was low (I2<50%) for most of the clinical and physiologic outcomes. INTERPRETATION: Our analysis of high-quality evidence showed that use of the prone position during mechanical ventilation improved survival among patients with ARDS who received protective lung ventilation.


Assuntos
Posicionamento do Paciente/métodos , Decúbito Ventral , Respiração Artificial/métodos , Síndrome do Desconforto Respiratório/mortalidade , Síndrome do Desconforto Respiratório/terapia , Saúde Global , Humanos , Taxa de Sobrevida/tendências
14.
Heliyon ; 10(4): e25749, 2024 Feb 29.
Artigo em Inglês | MEDLINE | ID: mdl-38390194

RESUMO

Background: Acute respiratory distress syndrome (ARDS) is associated with high mortality. The impacts of body mass index (BMI) on the morality of older patients with ARDS remain unclear. Methods: This is a single-center cohort study which was conducted at Taichung Veterans General Hospital, Taiwan. Adult patients admitted to the ICU needing mechanical ventilation with ARDS were included for analysis. We compared the data of older patients (age ≥65 years) with those of younger patients (Age <65 years). The factors associated with in-hospital mortality of older patients were investigated. Results: This study included a total of 728 (mean age: 66 years; men: 63%) patients, and 425 (58.4%) of them aged ≥65 years. Older patients exhibited lower body mass index (BMI) (23.8 vs 25.2), higher Acute Physiology and Chronic Health Evaluation (APACHE) II scores (28.9 vs 26.3), higher Charlson Comorbidity Index (CCI) (4.0 vs 3.4), and lower Sequential Organ Failure Assessment (SOFA) scores (10.0 vs 11.1) than younger patients. Furthermore, older patients had mortality rates similar to younger patients (40.5% vs 42.9%, P = 0.542), but had longer length of stay in the ICU (17.6 vs 15.6 days, P = 0.047). For older patients, BMI <18.5 (odds ratio [OR], 2.78; 95% confidence interval [CI], 1.45-5.34), high SOFA score (OR, 1.20; 95% CI, 1.12-1.28), and moderate (OR, 1.95; 95% CI 1.20-3.14) or severe ARDS (OR, 2.30; 95% CI 1.26-4.22) were independent risk factors for mortality. Conclusions: In this cohort, critical ill older patients with ARDS had lower BMI, more comorbidities, and higher APACHE II scores than younger patients. Mortality rate was similar between older and younger patients. Low BMI, high SOFA score, and moderate or severe ARDS were independently associated with mortality in older patients with ARDS.

15.
PLoS One ; 19(5): e0304627, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38814960

RESUMO

BACKGROUND: Absolute lymphocyte count (ALC) is a crucial indicator of immunity in critical illness, but studies focusing on long-term outcomes in critically ill patients, particularly surgical patients, are still lacking. We sought to explore the association between week-one ALC and long-term mortality in critically ill surgical patients. METHODS: We used the 2015-2020 critical care database of Taichung Veterans General Hospital (TCVGH), a referral hospital in central Taiwan, and the primary outcome was one-year all-cause mortality. We assessed the association between ALC and long-term mortality by measuring hazard ratios (HRs) with 95% confidence intervals (CIs). Furthermore, we used propensity score-matching and -weighting analyses, consisting of propensity score matching (PSM), inverse probability of treatment weighting (IPTW), and covariate balancing propensity score (CBPS), to validate the association. RESULTS: A total of 8052 patients were enrolled, with their one-year mortality being 24.2%. Cox regression showed that low ALC was independently associated with mortality (adjHR 1.140, 95% CI 1.091-1.192). Moreover, this association tended to be stronger among younger patients, patients with fewer comorbidities and lower severity. The association between low ALC and mortality in original, PSM, IPTW, and CBPS populations were 1.497 (95% CI 1.320-1.697), 1.391 (95% CI 1.169-1.654), 1.512 (95% CI 1.310-1.744), and 1.511 (95% CI 1.310-1.744), respectively. Additionally, the association appears to be consistent, using distinct cutoff levels to define the low ALC. CONCLUSIONS: We identified that early low ALC was associated with increased one-year mortality in critically ill surgical patients, and prospective studies are warranted to confirm the finding.


Assuntos
Estado Terminal , Pontuação de Propensão , Humanos , Estado Terminal/mortalidade , Masculino , Feminino , Idoso , Pessoa de Meia-Idade , Contagem de Linfócitos , Taiwan/epidemiologia , Modelos de Riscos Proporcionais , Estudos Retrospectivos
16.
Int J Antimicrob Agents ; 63(1): 107044, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38040319

RESUMO

Carbapenem-resistant Acinetobacter baumannii (CRAB) infection is common worldwide. Despite carbapenem resistance, standard-dose carbapenems are still used in clinical practice. Hence in this study, we aimed to compare the efficacy and outcomes of a regimen containing standard-dose carbapenems with those of a regimen lacking carbapenems during the treatment of critically ill patients with CRAB nosocomial pneumonia in the intensive care unit (ICU). Initially, 735 patients were recruited for this multicentre retrospective cohort study. After exclusion, time-window bias adjustment, and propensity score matching, multiple clinical outcomes were compared between the carbapenem-containing (CC) (n = 166) and no carbapenem-containing (NCC) (n = 166) groups. The CC group showed a higher risk of clinical failure on day 7 than the NCC group (44.6% vs. 33.1%, P = 0.043). The lengths of ICU stay (21 and 16 days, P = 0.024) and hospital stay (61 and 44 days, P = 0.003) were longer in the CC group than in the NCC group. Multivariate analysis showed that the CC regimen was associated with higher clinical failure (adjusted odds ratio (aOR) = 1.64, 95% CI = 1.05-2.56, P = 0.031) and lower microbiological eradication (aOR = 0.48, 95% CI = 0.23-1.00, P = 0.049) at day 7 than the NCC group. Thus, a regimen containing a standard dose of carbapenem should be prescribed with caution for treating CRAB nosocomial pneumonia in the ICU.


Assuntos
Infecções por Acinetobacter , Acinetobacter baumannii , Infecção Hospitalar , Pneumonia Associada a Assistência à Saúde , Humanos , Infecções por Acinetobacter/tratamento farmacológico , Infecções por Acinetobacter/microbiologia , Antibacterianos/farmacologia , Antibacterianos/uso terapêutico , Carbapenêmicos/farmacologia , Carbapenêmicos/uso terapêutico , Infecção Hospitalar/tratamento farmacológico , Infecção Hospitalar/microbiologia , Pneumonia Associada a Assistência à Saúde/tratamento farmacológico , Unidades de Terapia Intensiva , Pontuação de Propensão , Estudos Retrospectivos
17.
Int J Infect Dis ; : 107128, 2024 Jun 07.
Artigo em Inglês | MEDLINE | ID: mdl-38852767

RESUMO

OBJECTIVES: This study analyzed the risk and impact of developing pneumogenic bacteremia in patients with CRAB nosocomial pneumonia in ICU. METHODS: This is multicenter retrospective study. Clinical outcomes were compared between bacteremia and non-bacteremia group, and the risk factors for mortality and developing pneumogenic CRAB bacteremia were analyzed. RESULTS: After patient recruitment, 164 cases were in the bacteremia group, and 519 cases were in the non-bacteremia group. The bacteremia group had 22.4 percentage of increase in-hospital mortality than the non-bacteremia group (68.3% vs. 45.9%, p < 0.001). Multivariate analysis showed bacteremia was an independent risk factor for in-hospital mortality (aHR = 2.399, p < 0.001). A long time-interval between ICU admission and pneumonia onset was an independent risk factor for developing bacteremia (aOR = 1.040, p = < 0.001). Spearman's rank correlation analysis indicated a high correlation between the days from ICU admission to pneumonia onset and the days of ventilator use before pneumonia onset (correlation coefficient (ρ) = 0.777). CONCLUSIONS: In patients with CRAB nosocomial pneumonia, bacteremia increased the in-hospital mortality, and a longer interval from ICU admission to pneumonia onset was an independent risk factor for developing bacteremia, which was highly associated with the use of mechanical ventilation.

18.
J Crit Care ; 79: 154452, 2024 02.
Artigo em Inglês | MEDLINE | ID: mdl-37948944

RESUMO

PURPOSE: This study investigated current practices of mechanical ventilation in Asian intensive care units, focusing on tidal volume, plateau pressure, and positive end-expiratory pressure (PEEP). MATERIALS AND METHODS: In this multicenter cross-sectional study, data on mechanical ventilation and clinical outcomes were collected. Predictors of mortality were analyzed by univariate and multivariable logistic regression. A scoring system was generated to predict 28-day mortality. RESULTS: A total of 1408 patients were enrolled. In 138 patients with acute respiratory distress syndrome (ARDS), 65.9% were on a tidal volume ≤ 8 ml/kg predicted body weight (PBW), and 71.3% were on sufficient PEEP. In 1270 patients without ARDS, 88.8% were on a tidal volume ≤ 10 ml/kg PBW. A plateau pressure < 30 cmH2O was measured in 92.2% of patients. Mortality rates increased from 13% to 74% as the generated predictive score increased from 5 to ≥8.5. Income classification, age, SOFA score, PaO2/FiO2 ratio, plateau pressure, number of vasopressors, and steroid use were associated with mortality. CONCLUSIONS: In Asia, low tidal volume ventilation and sufficient PEEP were underused in patients with ARDS. The majority of patients without ARDS were on intermediate tidal volumes. Country income, age, and severity of illness were associated with mortality.


Assuntos
Respiração Artificial , Síndrome do Desconforto Respiratório , Humanos , Estudos Transversais , Respiração com Pressão Positiva , Volume de Ventilação Pulmonar , Síndrome do Desconforto Respiratório/terapia , Unidades de Terapia Intensiva
19.
Eur J Med Res ; 29(1): 286, 2024 May 14.
Artigo em Inglês | MEDLINE | ID: mdl-38745338

RESUMO

BACKGROUND: Our study aimed to confirm a simplified radiological scoring system, derived from a modified Reiff score, to evaluate its relationship with clinical symptoms and predictive outcomes in Taiwanese patients with noncystic fibrosis bronchiectasis (NCFB). METHODS: This extensive multicenter retrospective study, performed in Taiwan, concentrated on patients diagnosed with NCFB verified through high-resolution computed tomography (HRCT) scans. We not only compared the clinical features of various types of bronchiectasis (cylindrical, varicose, and cystic). Furthermore, we established relationships between the severity of clinical factors, including symptom scores, pulmonary function, pseudomonas aeruginosa colonization, exacerbation and admission rates, and HRCT parameters using modified Reiff scores. RESULTS: Data from 2,753 patients were classified based on HRCT patterns (cylindrical, varicose, and cystic) and severity, assessed by modified Reiff scores (mild, moderate, and severe). With increasing HRCT severity, a significant correlation was found with decreased forced expiratory volume in the first second (FEV1) (p < 0.001), heightened clinical symptoms (p < 0.001), elevated pathogen colonization (pseudomonas aeruginosa) (p < 0.001), and an increased annual hospitalization rate (p < 0.001). In the following multivariate analysis, elderly age, pseudomonas aeruginosa pneumonia, and hospitalizations per year emerged as the only independent predictors of mortality. CONCLUSION: Based on our large cohort study, the simplified CT scoring system (Reiff score) can serve as a useful adjunct to clinical factors in predicting disease severity and prognosis among Taiwanese patients with NCFB.


Assuntos
Bronquiectasia , Índice de Gravidade de Doença , Humanos , Masculino , Feminino , Bronquiectasia/fisiopatologia , Bronquiectasia/diagnóstico por imagem , Taiwan/epidemiologia , Pessoa de Meia-Idade , Prognóstico , Idoso , Estudos Retrospectivos , Tomografia Computadorizada por Raios X/métodos , Volume Expiratório Forçado , Adulto , Pseudomonas aeruginosa/isolamento & purificação
20.
Int J Gen Med ; 16: 3665-3675, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37637708

RESUMO

Objective: Absolute lymphocyte count (ALC) has been implicated with short-term outcomes in a number of diseases, and we aimed to investigate the association between week-one ALC and long-term mortality in patients who were admitted to the medical intensive care units (ICUs). Methods: We enrolled patients who were admitted to the medical ICUs at the Taichung Veterans General Hospital, a referral centre located in central Taiwan, between 2015 and 2020 to conduct this retrospective cohort study. The outcome of interest was long-term all-cause mortality, and hazard ratios (HRs) with 95% confidence intervals (CIs) were calculated to determine the association. Furthermore, we employed propensity score-matching (PSM) and weighting techniques, consisting of inverse probability of treatment weighting (IPTW) and covariate balancing propensity score (CBPS), to confirm the association between ALC and mortality. Results: A total of 5722 critically ill patients were enrolled, and the one-year mortality was 44.8%. The non-survivor group had a lower ALC (1549, 1027-2388 vs 1948, 1373-2743 counts/µL, p<0.01) compared with those in the survivor group. Cox regression showed that low ALC was independently associated with mortality (adjHR 1.091, 95% CI 1.050-1.134). Propensity score-based analyses demonstrated the robust association, with adjHRs in the original, PSM, IPTW, and CBPS populations of 1.327 (95% CI 1.224-1.438), 1.301 (95% CI 1.188-1.424), 1.292 (95% CI 1.186-1.407), and 1.297 (95% CI 1.191-1.412), respectively. Sensitivity analyses further showed that the association between low ALC and mortality existed in a dose-response manner. Conclusion: We found that low ALC was associated with long-term mortality in critically ill patients; further studies are warranted to validate and translate these findings into clinical utility.

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