Acute and Critical Care最新文献

Background: Abnormal red blood cell distribution width (RDW) is associated with poor cardiovascular, respiratory, and coronavirus disease 2019 (COVID-19) outcomes. However, whether RDW provides prognostic insights regarding COVID-19 patients admitted to the intensive care unit (ICU) was unknown. Here, we retrospectively investigated the association of RDW with 30-day and 90- day mortalities, duration of mechanical ventilation, and length of ICU and hospital stay in patients with COVID-19.

Methods: This study included 321 patients with COVID-19 aged >18 years who were admitted to the ICU between March 2020 and July 2022. The outcomes were mortality, duration of mechanical ventilation, and length of stay. RDW >14.5% was assessed in blood samples within 24 hours of admission.

Results: The mortality rate was 30.5%. Multivariable Cox regression analysis showed an association between increased RDW and 30-day mortality (hazard ratio [HR], 3.64; 95% CI, 1.54-8.65), 90-day mortality (HR, 3.66; 95% CI, 1.59-8.40), and shorter duration of invasive ventilation (2.7 ventilator-free days, P=0.033).

Conclusions: Increased RDW in COVID-19 patients at ICU admission was associated with increased 30-day and 90-day mortalities, and shorter duration of invasive ventilation. Thus, RDW can be used as a surrogate biomarker for clinical outcomes in COVID-19 patients admitted to the ICU.

Background: Diagnosing pediatric septic shock is difficult due to the complex and often impractical traditional criteria, such as systemic inflammatory response syndrome (SIRS), which result in delays and higher risks. This study aims to develop a deep learning-based model using SIRS data for early diagnosis in pediatric septic shock cases.

Methods: The study analyzed data from pediatric patients (<18 years old) admitted to a tertiary hospital from January 2010 to July 2023. Vital signs, lab tests, and clinical information were collected. Septic shock cases were identified using SIRS criteria and inotrope use. A deep learning model was trained and evaluated using the area under the receiver operating characteristics curve (AUROC) and area under the precision-recall curve (AUPRC). Variable contributions were analyzed using the Shapley additive explanation value.

Results: The analysis, involving 9,616,115 measurements, identified 34,696 septic shock cases (0.4%). Oxygen supply was crucial for 41.5% of the control group and 20.8% of the septic shock group. The final model showed strong performance, with an AUROC of 0.927 and AUPRC of 0.879. Key influencers were age, oxygen supply, sex, and partial pressure of carbon dioxide, while body temperature had minimal impact on estimation.

Conclusions: The proposed deep learning model simplifies early septic shock diagnosis in pediatric patients, reducing the diagnostic workload. Its high accuracy allows timely treatment, but external validation through prospective studies is needed.

Background: Normal saline is commonly used for resuscitation in sepsis patients but has a high chloride content, potentially increasing the risk of acute kidney injury (AKI). This study evaluated risk factors and developed a predictive risk score for AKI in sepsis patients treated with normal saline.

Methods: This retrospective cohort study utilized the medical and electronic health records of sepsis patients who received normal saline between January 2018 and May 2020. Predictors of AKI used to construct the predictive risk score were identified through multivariate logistic regression models, with discrimination and calibration assessed using the area under the receiver operating characteristic curve (AUROC) and the expected-to-observed (E/O) ratio. Internal validation was conducted using bootstrapping techniques.

Results: AKI was reported in 211 of 735 patients (28.7%). Eight potential risk factors, including norepinephrine, the Acute Physiology and Chronic Health Evaluation II score, serum chloride, respiratory failure with invasive mechanical ventilation, nephrotoxic antimicrobial drug use, history of angiotensin-converting enzyme inhibitors/angiotensin receptor blockers use, history of liver disease, and serum creatinine were used to create the NACl RENAL-Cr score. The model demonstrated good discrimination and calibration (AUROC, 0.79; E/O, 1). The optimal cutoff was 2.5 points, with corresponding sensitivity, specificity, positive predictive value, and negative predictive value scores of 71.6%, 72.5%, 51.2%, and 86.4%, respectively.

Conclusions: The NACl RENAL-Cr score, consisting of eight critical variables, was used to predict AKI in sepsis patients who received normal saline. This tool can assist healthcare professionals when deciding on sepsis treatment and AKI monitoring.

Background: Age is a significant consideration for intensive care unit (ICU) admission. However, the reported associations between increasing age and mortality vary across studies, and data in the local context of Malaysia are lacking. The objective of the present study was to determine the impact of increasing age on ICU mortality.

Methods: A retrospective cohort study of ICU patients was conducted between January 2020 and November 2023 at a university hospital in Malaysia. Patients were classified into two categories according to age (years) and into four groups according to National Library of Medicine Medical Subject Headings (MeSH): young adult (19-24), adult (25-44), middle age (45-64), and elderly (≥65). The Cochran-Armitage test for trend and Cox proportional hazards regression analyses were performed to evaluate the impact of increasing age on ICU mortality.

Results: A total of 1,661 patients was analyzed. The Cochran-Armitage test showed a significant positive association between ICU mortality rate and age group (Z=-4.86, P<0.01) or MeSH category (Z=-5.36, P<0.01). After adjusting for other confounders, the strongest predictor for ICU mortality in the Cox proportional hazards regression analyses was age, with the elderly age group having the highest adjusted hazard ratio of 4.777 (95% CI, 1.128-20.231; P=0.03).

Conclusions: Age had a significant impact on ICU mortality in our cohort of critically ill patients.

Background: Delays in diagnosing sepsis in children afflicted with thermal injuries can result in high morbidity and mortality. Our study evaluated the role of the biomarkers Procalcitonin (PCT) and C-reactive protein (CRP) as predictors of early sepsis and mortality, respectively, in this group of patients.

Methods: This was a prospective evaluation of 90 pediatric burn cases treated at a tertiary care burn center in Northern India. Patients, aged 1-16 years, presenting within 24 hours of being burned, with >10% body surface area of burn injury were included in the study. Levels of PCT and CRP were measured on days 1, 3, 5, and 7. Patients were followed until discharge, 30th post-burn day, or death, whichever occurred first.

Results: Sepsis was clinically present in 49 of 90 (54.4%) cases with a median 30% total body surface area (TBSA) of burns. Mortality was seen in 31 of 90 (34.4%) cases with a median of 35% TBSA burns. High PCT and CRP were seen in the sepsis group, particularly on days 3, 5, and 7. PCT was also significantly higher in the mortality group (days 1 and 3).

Conclusions: While PCT was a good early predictor of sepsis and mortality in children with burns, CRP was reliable as a predictor of sepsis only. Both markers, however, can serve as adjuncts to culture sensitivity reports for diagnosing early onset sepsis and initiation of antibiotic therapy in appropriate patients.

Healthcare-associated infections are adverse events that affect people in critical condition, especially when hospitalized in an intensive care unit. The most prevalent is intubation-associated pneumonia (IAP), a nursing-care-sensitive area. This review aims to identify and analyze nursing interventions for preventing IAP. An integrative literature review was done using the Medline, CINAHL, Scopus and PubMed databases. After checking the eligibility of the studies and using Rayyan software, ten final documents were obtained for extraction and analysis. The results obtained suggest that the nursing interventions identified for the prevention of IAP are elevating the headboard to 30º; washing the teeth, mouth and mucous membranes with a toothbrush and then instilling chlorohexidine 0.12%-0.2% every 8/8 hr; monitoring the cuff pressure of the endotracheal tube (ETT) between 20-30 mm Hg; daily assessment of the need for sedation and ventilatory weaning and the use of ETT with drainage of subglottic secretions. The multimodal nursing interventions identified enable health gains to be made in preventing or reducing IAP. This area is sensitive to nursing care, positively impacting the patient, family, and organizations. Future research is suggested into the effectiveness of chlorohexidine compared to other oral hygiene products, as well as studies into the mortality rate associated with IAP, with and without ETT for subglottic aspiration.

Background: Despite advancements in treatment, heart failure (HF) remains a leading cause of death. Anxiety and depression (A&D) are highly prevalent among patients with HF, negatively impacting their mortality, and morbidity. The Benson relaxation technique (BRT) is a non-pharmacological approach that is easy to learn, use, and apply for reducing A&D. This study aimed to investigate the effectiveness of the BRT in reducing A&D among patients with HF in Jordan.

Methods: This quasi-experimental pre and post-design study involved a consecutive sample of 204 participants with a confirmed diagnosis of HF. Data were collected from four hospitals in Jordan.

Results: A total of 204 patients participated in this study, with 138 males and 66 females. The mean A&D scores for the sample at baseline were 11.09±2.60 and 10.80±2.30, respectively. In the intervention group, there was a statistically significant difference between pre-intervention anxiety and post-intervention anxiety levels (P<0.001), as well as between pre-intervention depression and post-intervention depression levels (P<0.001). In contrast, the control group showed no statistically significant differences between pre-intervention and post-intervention A&D levels (P=0.83 and P=0.34) respectively.

Conclusions: BRT can be used as an adjunctive intervention for patients with HF to reduce A&D. Healthcare professionals should consider incorporating BRT into treatment plans, while nursing departments can lead its implementation.

Background: Admission to an intensive care unit (ICU) is considered a mental crisis for patients and their families as they are unprepared for such a stressful and difficult situation. Hence, the objectives of this study are to assess the psychosocial needs of patient family members in the ICU in various dimensions such as assurance, proximity, information, support, and comfort; and to associate their psychosocial needs with their socio-demographic variables and clinical variables of the patient.

Methods: This was a cross-sectional analytical study conducted between December 2021 and January 2022 among 188 family members of patients admitted to the ICU using a convenience sampling technique in a tertiary hospital in Puducherry, India. The modified Critical Care Family Needs Inventory (CCFNI) questionnaire was administered to all consenting family members to determine their needs.

Results: The overall most important need among the five dimensions of modified CCFNI scores identified by the family members is the need for assurance (2.71±0.38). Using analysis of variance, statistical significances were found as follows. Education and comfort (F-statistic and P-value): 2.76 (0.029); relationship with the patient and assurance: 2.61 (0.036); relationship with the patient and support: 2.44 (0.048); level of consciousness and comfort: 4.63 (0.010); ICU visit restriction and assurance: 3.28 (0.022); ICU visit restriction and comfort: 8.08 (<0.001).

Conclusions: Since family members are essential members of the treatment teams, nurses should concentrate on reassuring them, assisting them in emerging from crises through appropriate communication, offering support, and attending to their needs.

Background: Hypothermia is a relatively common complication in patients receiving continuous renal replacement therapy (CRRT). However, few studies have reported the factors associated with hypothermia.

Methods: A retrospective cohort study was performed in five intensive care units (ICUs) to evaluate the incidence of hypothermia and the predictive factors for developing hypothermia during CRRT, with hypothermia defined as a time-weighted average temperature <36 °C.

Results: From January 2020 to December 2021, 300 patients were enrolled. Hypothermia developed in 23.7% of them within the first 24 hours after CRRT initiation. Compared to non-hypothermic patients, hypothermic patients were older and had lower body weight, more frequent acidemia, and higher ICU and 30-day mortality rates. In the multivariate analysis, age >70 years (odds ratio [OR], 2.59; 95% CI, 1.38-4.98; P=0.004), higher positive fluid balance on the day before CRRT (OR, 1.11; 95% CI, 1.02-1.22; P=0.02), and CRRT dose (OR, 1.003; 95% CI, 1.00-1.01; P=0.04) were significantly associated with hypothermia. Conversely, a higher body weight was independently associated with mitigated risk of hypothermia (OR, 0.89; 95% CI, 0.81-0.97; P=0.01). Moreover, a higher coefficient of variance of temperature was associated with greater ICU mortality (OR, 1.41; 95% CI, 1.13-1.78; P=0.003).

Conclusions: Hypothermia during CRRT is a relatively common occurrence, and factors associated with hypothermia onset in the first 24 hours include older age, lower body weight, higher positive fluid balance on the day before CRRT, and higher CRRT dose. Greater temperature variability was associated with increased ICU mortality.