Hospital Intensive Care Unit Research Articles

Alarm Management in Intensive Care: Qualitative Triangulation Study.

The high number of unnecessary alarms in intensive care settings leads to alarm fatigue among staff and threatens patient safety. To develop and implement effective and sustainable solutions for alarm management in intensive care units (ICUs), an understanding of staff interactions with the patient monitoring system and alarm management practices is essential. This study investigated the interaction of nurses and physicians with the patient monitoring system, their perceptions of alarm management, and smart alarm management solutions. This explorative qualitative study with an ethnographic, multimethods approach was conducted in an ICU of a German university hospital. Using triangulation in data collection, 102 hours of field observations, 12 semistructured interviews with ICU staff members, and the results of a participatory task were analyzed. The data analysis followed an inductive, grounded theory approach. Nurses and physicians reported interacting with the continuous vital sign monitoring system for most of their work time and tasks. There were no established standards for alarm management; instead, nurses and physicians stated that alarms were addressed through ad hoc reactions, a practice they viewed as problematic. Staff members' perceptions of intelligent alarm management varied, but they highlighted the importance of understandable and traceable suggestions to increase trust and cognitive ease. Staff members' interactions with the omnipresent patient monitoring system and its alarms are essential parts of ICU workflows and clinical decision-making. Alarm management standards and workflows have been shown to be deficient. Our observations, as well as staff feedback, suggest that changes are warranted. Solutions for alarm management should be designed and implemented with users, workflows, and real-world data at the core.

Incidence, risk factors and clinical outcome of multidrug-resistant organisms after heart transplantation.

Transplant recipients commonly harbor multidrug-resistant organisms (MDROs), as a result of frequent hospital admissions and increased exposure to antimicrobials and invasive procedures. To investigate the impact of patient demographic and clinical characteristics on MDRO acquisition, as well as the impact of MDRO acquisition on intensive care unit (ICU) and hospital length of stay, and on ICU mortality and 1-year mortality post heart transplantation. This retrospective cohort study analyzed 98 consecutive heart transplant patients over a ten-year period (2013-2022) in a single transplantation center. Data was collected regarding MDROs commonly encountered in critical care. Among the 98 transplanted patients (70% male), about a third (32%) acquired or already harbored MDROs upon transplantation (MDRO group), while two thirds did not (MDRO-free group). The prevalent MDROs were Acinetobacter baumannii (14%), Pseudomonas aeruginosa (12%) and Klebsiella pneumoniae (11%). Compared to MDRO-free patients, the MDRO group was characterized by higher body mass index (P = 0.002), higher rates of renal failure (P = 0.017), primary graft dysfunction (10% vs 4.5%, P = 0.001), surgical re-exploration (34% vs 14%, P = 0.017), mechanical circulatory support (47% vs 26% P = 0.037) and renal replacement therapy (28% vs 9%, P = 0.014), as well as longer extracorporeal circulation time (median 210 vs 161 min, P = 0.003). The median length of stay was longer in the MDRO group, namely ICU stay was 16 vs 9 d in the MDRO-free group (P = 0.001), and hospital stay was 38 vs 28 d (P = 0.006), while 1-year mortality was higher (28% vs 7.6%, log-rank-χ 2: 7.34). Following heart transplantation, a predominance of Gram-negative MDROs was noted. MDRO acquisition was associated with higher complication rates, prolonged ICU and total hospital stay, and higher post-transplantation mortality.

Post-traumatic stress disorder in individuals who required hospitalization for COVID-19: A cross-sectional study

Introduction: Currently, the physical and functional consequences on individuals who have recovered from the severe form of the Covid-19 and are experiencing traumatic stress remain unknown. Objective: To assess post-traumatic stress disorder (PTSD) in individuals post-hospital discharge following COVID-19 and investigate its relationship with sociodemographic variables, quality of life, muscle strength and functional capacity. Methods: A cross-sectional study was conducted, including individuals of both genders aged between 31 and 79 years, who had recovered from COVID-19 and required hospitalization. Participants underwent evaluations for PTSD, physical activity level, mobility and balance (Timed Up and Go test – TUG), the distance covered in the 6-minute walk test (6MWT) and quality of life (Short Form-36 Health Srvey -SF-36). Results: Out of 153 eligible individuals, 60 successfully completed the assessments. The age range was 31 to 77 years, and 63.3% were female. PTSD was identified in 48.3%, with 38.7% exhibiting partial symptoms. Furthermore, 65.5% of individuals with PTSD were obese, and 62.1% were hypertensive. This group demonstrated a higher degree of sedentary behavior (p=0.009), increased frequency of intensive care unit hospitalization, and a greater number of days hospitalized, respectively (p<0.001 and p=0.010). They exhibited longer times in the TUG (p=0.014), shorter distances than predicted in the 6MWT (p=0.001), and a reduction in all domains of the SF-36. Conclusion: Given the findings of this study, the follow-up of these individuals needs to be continued in order to verify the permanence of these symptoms and functional manifestations.

Incidence, mortality, and predictive factors associated with acute respiratory distress syndrome in multiple trauma patients living in high-altitude areas: a retrospective study in Shigatse.

Acute respiratory distress syndrome (ARDS) is a severe complication that can lead to fatalities in multiple trauma patients. Nevertheless, the incidence rate and early prediction of ARDS among multiple trauma patients residing in high-altitude areas remain unknown. This study included a total of 168 multiple trauma patients who received treatment at Shigatse People's Hospital Intensive Care Unit (ICU) between January 1, 2019 and December 31, 2021. The clinical characteristics of the patients and the incidence rate of ARDS were assessed. Univariable and multivariable logistic regression models were employed to identify potential risk factors for ARDS, and the predictive effects of these risk factors were analyzed. In the high-altitude area, the incidence of ARDS among multiple trauma patients was 37.5% (63/168), with a hospital mortality rate of 16.1% (27/168). Injury Severity Score (ISS) and thoracic injuries were identified as significant predictors for ARDS using the logistic regression model, with an area under the curve (AUC) of 0.75 and 0.75, respectively. Furthermore, a novel predictive risk score combining ISS and thoracic injuries demonstrated improved predictive ability, achieving an AUC of 0.82. This study presents the incidence of ARDS in multiple trauma patients residing in the Tibetan region, and identifies two critical predictive factors along with a risk score for early prediction of ARDS. These findings have the potential to enhance clinicians' ability to accurately assess the risk of ARDS and proactively prevent its onset.

A comparative analysis of sivelestat sodium hydrate and ulinastatin combination therapy in the treatment of sepsis with acute respiratory distress syndrome

ObjectiveThis comparative analysis aimed to investigate the efficacy of Sivelestat Sodium Hydrate (SSH) combined with Ulinastatin (UTI) in the treatment of sepsis with acute respiratory distress syndrome (ARDS).MethodsA control group and an observation group were formed with eighty-four cases of patients with sepsis with ARDS, with 42 cases in each group. The control group was intravenously injected with UTI based on conventional treatment, and the observation group was injected with SSH based on the control group. Both groups were treated continuously for 7 days, and the treatment outcomes and efficacy of both groups were observed. The Murray Lung Injury Score (MLIS), Sequential Organ Failure Assessment (SOFA), and Acute Physiology and Chronic Health Evaluation II (APACHE II) were compared. Changes in respiratory function, inflammatory factors, and oxidative stress indicators were assessed. The occurrence of adverse drug reactions was recorded.ResultsThe total effective rate in the observation group (95.24%) was higher than that in the control group (80.95%) (P < 0.05). The mechanical ventilation time, intensive care unit (ICU) hospitalization time, and duration of antimicrobial medication in the observation group were shorter and multiple organ dysfunction syndrome incidence was lower than those in the control group (P < 0.05). The mortality rate of patients in the observation group (35.71%) was lower than that in the control group (52.38%), but there was no statistically significant difference between the two groups (P > 0.05). MLIS, SOFA, and APACHE II scores in the observation group were lower than the control group (P < 0.05). After treatment, respiratory function, inflammation, and oxidative stress were improved in the observation group (P < 0.05). Adverse reactions were not significantly different between the two groups (P > 0.05).ConclusionThe combination of SSH plus UTI improves lung injury and pulmonary ventilation function, and reduces inflammation and oxidative stress in patients with sepsis and ARDS.

The impact of gender differences on the clinical characteristics of critically ill patients with venous thromboembolism: A retrospective, observational study.

The aim of this study is to describe the general information, disease and treatment of venous thromboembolism (VTE) in critically ill patients, to explore the characteristics of severe patients with deep venous VTE and provide clinical reference data for the prevention and treatment of VTE in critically ill patients. This study carried out a retrospective study on the medical records of patients who were treated in the intensive care unit of Affiliated Hospital of Jining Medical College from 2020 to 2022. The general data, general conditions, drug use, past history, VTE prevention measures, post-VTE conditions, and Padua risk score of 297 patients with VTE during the period of hospitalization in intensive care unit (ICU) were classified and statistically analyzed. A total of 297 including 171 male and 126 male patient medical records were included in the analysis, we compared multiple clinical indicators between male and female patients. Compared to women, male patients have a higher acute physiology and chronic health evaluation II score(APACHE-II score) (P = .027), a higher state of consciousness (P = .003), a higher rate of smoking and drinking history (P < .001), a lower rate of heart failure (P = .003) and chronic depression (P = .013), and a higher rate of recommended operations for male patients after VTE (P = .031). The prothrombin time (PT) (P = .041) and activated partial thromboplastin time (APTT) (P = .040) of male patients were significantly higher than those of female patients, while triglyceride (P = .009) and total cholesterol (TC) (P = .001) were significantly lower than those of female patients. The difference in D-dimer (P = .739) was not significant. This study shows that male and female patients with VTE in the ICU have significant differences in general characteristics, general clinical conditions, history of past illness, thrombosis character, and examination items, this may be the reason for the different rates of VTE between male and female patients in the ICU.

Preventive Measures of Ventilator-Associated Pneumonia among Intensive Care Unit Nurses

General Background: Ventilator-associated pneumonia (VAP) significantly prolongs intensive care unit (ICU) hospitalizations, elevating healthcare costs and increasing mortality risk. Specific Background: Despite existing knowledge of VAP's impact, there is limited research on the preventative practices of ICU nurses, a critical factor in mitigating this condition. Knowledge Gap: This study explores ICU nurses' preventive measures for VAP and their correlation with demographic characteristics, highlighting a gap in literature. Results: Conducted from November 1, 2023, to April 10, 2024, at Basrah hospitals, the study involved 93 purposively sampled ICU nurses. The findings revealed that 48.4% of participants exhibited moderate preventive behavior, while 39.8% displayed poor preventive behavior. Notably, a significant relationship was found between the preventative behavior scores and the education level, as well as years of service in the ICU. Novelty: The study provides valuable insights into the current VAP prevention practices among ICU nurses, highlighting demographic factors that influence these behaviors. Implications: The study highlights the need for educational interventions to improve ICU nurses' preventative practices, potentially reducing VAP incidence and improving patient outcomes in intensive care settings. Higlights: Moderate Preventive Behavior: 48.4% of ICU nurses showed moderate VAP prevention practices. Demographic Relationships: Education level and service years influence preventive behavior scores. Training Necessity: Targeted education needed to improve VAP prevention among ICU nurses. Keywords: Ventilator-associated pneumonia, ICU nurses, preventive practices, demographic characteristics, patient outcomes.

NICU Parent and Staff Advocacy to Address Parental Mental Health

Parents of infants requiring neonatal intensive care unit (NICU) hospitalization often experience increased rates of distress, trauma, and perinatal mood disorders. Untreated parental mental health conditions have short- and long-term effects for infants and families. While some NICUs provide varying degrees of mental health supports for NICU families, these services are not universally or systematically integrated in US NICUs. Multiple factors contribute to this gap in care, including mental health stigma, funding constraints, and lack of staff training and capacity. In an effort to address this gap, we used a participatory action research approach, guided by a Patient and Stakeholder Engagement model, to partner with graduate NICU parents and patient-facing NICU staff to identify parental mental health needs and ideas to address them. Through efforts to mitigate power differentials and engage parents as research and program development partners, our work shaped NICU practices, programming, and subsequent research.

Is the sFlt-1/PlGF ratio efficient in predicting adverse neonatal outcomes in small-for-gestational-age newborns? A prospective observational multicenter cohort study.

Fetuses with growth abnormalities are at an increased risk of adverse neonatal outcomes. The aim of this study was to investigate if placental growth factor (PlGF), soluble fms-like tyrosine kinase-1 (sFlt-1), or the sFlt-1/PlGF ratio were efficient predictive factors of adverse neonatal outcomes in small-for-gestational-age (SGA) newborns. A prospective observational multicenter cohort study was performed between 2020 and 2023. At the time of the SGA fetus diagnosis, serum angiogenic biomarker measurements were performed. The primary outcome was an adverse neonatal outcome, diagnosed in the case of any of the following: <34 weeks of gestation: mechanical ventilation, sepsis, necrotizing enterocolitis, intraventricular hemorrhage grade III or IV, and neonatal death before discharge; ≥34 weeks of gestation: Neonatal Intensive Care Unit hospitalization, mechanical ventilation, continuous positive airway pressure, sepsis, necrotizing enterocolitis, intraventricular hemorrhage grade III or IV, and neonatal death before discharge. In total, 192 women who delivered SGA newborns were included in the study. The serum concentrations of PlGF were lower, leading to a higher sFlt-1/PlGF ratio in the adverse outcome group. No significant differences in sFlt-1 levels were observed between the groups. Both PlGF and sFlt-1 had a moderate correlation with adverse neonatal outcomes (PlGF: R - 0.5, p < 0.001; sFlt-1: 0.5, p < 0.001). The sFlt-1/PlGF ratio showed a correlation of 0.6 (p < 0.001) with adverse outcomes. The uterine artery pulsatility index (PI) and the sFlt-1/PlGF ratio were identified as the only independent risk factors for adverse outcomes. An sFlt-1/PlGF ratio of 19.1 exhibited high sensitivity (85.1%) but low specificity (35.9%) in predicting adverse outcomes and had the strongest correlation with them. This ratio allowed the risk of adverse outcomes to be assessed as low with approximately 80% certainty. The sFlt-1/PlGF ratio seems to be an efficient predictive tool in adverse outcome risk assessment. More studies on large cohorts of SGA-complicated pregnancies with and without preeclampsia are needed to develop an optimal and detailed formula for the risk assessment of adverse outcomes in SGA newborns.

Association of antibiotics with the outcomes in COVID-19 pneumonia patients with elevated PCT levels

ObjectiveTo assess antibiotics impact on outcomes in COVID-19 pneumonia patients with varying procalcitonin (PCT) levels. MethodsThis retrospective cohort study included 3665 COVID-19 pneumonia patients hospitalized at five Mayo Clinic sites (March 2020 to June 2022). PCT levels were measured at admission. Patients’ antibiotics use and outcomes were collected via the Society of Critical Care Medicine (SCCM) Viral Infection and Respiratory Illness Universal Study (VIRUS) registry. Patients were stratified into high and low PCT groups based on the first available PCT result. The distinction between high and low PCT was demarcated at both 0.25 ng/ml and 0.50 ng/ml. ResultsOur cohort consisted of 3665 patients admitted with COVID-19 pneumonia. The population was predominantly male, Caucasian and non-Hispanic. With the PCT cut-off of 0.25 ng/ml, 2375 (64.8 %) patients had a PCT level <0.25 ng/mL, and 1290 (35.2 %) had PCT ≥0.25 ng/ml. While when the PCT cut off of 0.50 ng/ml was used we observed 2934 (80.05 %) patients with a PCT <0.50 ng/ml while 731(19.94 %) patients had a PCT ≥0.50 ng/ml. Patients with higher PCT levels exhibited significantly higher rates of bacterial infections (0.25 ng/ml cut-off: 4.2 % vs 7.9 %; 0.50 ng/ml cut-off: 4.6 % vs 9.2 %).Antibiotics were used in 66.0 % of the cohort. Regardless of the PCT cutoffs, the antibiotics group showed increased hospital length of stay (LOS), intensive care unit (ICU) admission rate, and mortality. However, early de-escalation (<24 h) of antibiotics correlated with reduced hospital LOS, ICU LOS, and mortality. These results were consistent even after adjusting for confounders. ConclusionOur study shows a substantial number of COVID-19 pneumonia patients received antibiotics despite a low incidence of bacterial infections. Therefore, antibiotics use in COVID pneumonia patients with PCT <0.5 in the absence of clinical evidence of bacterial infection has no beneficial effect.

Computed Tomography Effective Dose and Image Quality in Deep Learning Image Reconstruction in Intensive Care Patients Compared to Iterative Algorithms.

Deep learning image reconstruction (DLIR) algorithms employ convolutional neural networks (CNNs) for CT image reconstruction to produce CT images with a very low noise level, even at a low radiation dose. The aim of this study was to assess whether the DLIR algorithm reduces the CT effective dose (ED) and improves CT image quality in comparison with filtered back projection (FBP) and iterative reconstruction (IR) algorithms in intensive care unit (ICU) patients. We identified all consecutive patients referred to the ICU of a single hospital who underwent at least two consecutive chest and/or abdominal contrast-enhanced CT scans within a time period of 30 days using DLIR and subsequently the FBP or IR algorithm (Advanced Modeled Iterative Reconstruction [ADMIRE] model-based algorithm or Adaptive Iterative Dose Reduction 3D [AIDR 3D] hybrid algorithm) for CT image reconstruction. The radiation ED, noise level, and signal-to-noise ratio (SNR) were compared between the different CT scanners. The non-parametric Wilcoxon test was used for statistical comparison. Statistical significance was set at p < 0.05. A total of 83 patients (mean age, 59 ± 15 years [standard deviation]; 56 men) were included. DLIR vs. FBP reduced the ED (18.45 ± 13.16 mSv vs. 22.06 ± 9.55 mSv, p < 0.05), while DLIR vs. FBP and vs. ADMIRE and AIDR 3D IR algorithms reduced image noise (8.45 ± 3.24 vs. 14.85 ± 2.73 vs. 14.77 ± 32.77 and 11.17 ± 32.77, p < 0.05) and increased the SNR (11.53 ± 9.28 vs. 3.99 ± 1.23 vs. 5.84 ± 2.74 and 3.58 ± 2.74, p < 0.05). CT scanners employing DLIR improved the SNR compared to CT scanners using FBP or IR algorithms in ICU patients despite maintaining a reduced ED.

Immunosuppression at ICU admission is not associated with a higher incidence of ICU-acquired bacterial bloodstream infections: the COCONUT study

BackgroundImmunosuppression at intensive care unit (ICU) admission has been associated with a higher incidence of ICU-acquired infections, some of them related to opportunistic pathogens. However, the association of immunosuppression with the incidence, microbiology and outcomes of ICU-acquired bacterial bloodstream infections (BSI) has not been thoroughly investigated.MethodsRetrospective single-centered cohort study in France. All adult patients hospitalized in the ICU of Lille University-affiliated hospital for > 48 h between January 1st and December 31st, 2020, were included, regardless of their immune status. Immunosuppression was defined as active cancer or hematologic malignancy, neutropenia, hematopoietic stem cell and solid organ transplants, use of steroids or immunosuppressive drugs, human immunodeficiency virus infection and genetic immune deficiency. The primary objective was to compare the 28-day cumulative incidence of ICU-acquired bacterial BSI between immunocompromised and non-immunocompromised patients. Secondary objectives were to assess the microbiology and outcomes of ICU-acquired bacterial BSI in the two groups.ResultsA total of 1313 patients (66.9% males, median age 62 years) were included. Among them, 271 (20.6%) were immunocompromised at ICU admission. Severity scores at admission, the use of invasive devices and antibiotic exposure during ICU stay were comparable between groups. Both prior to and after adjustment for pre‐specified baseline confounders, the 28-day cumulative incidence of ICU-acquired bacterial BSI was not statistically different between immunocompromised and non-immunocompromised patients. The distribution of bacteria was comparable between groups, with a majority of Gram-negative bacilli (~ 64.1%). The proportion of multidrug-resistant bacteria was also similar between groups. Occurrence of ICU-acquired bacterial BSI was associated with a longer ICU length-of-stay and a longer duration of invasive mechanical ventilation, with no significant association with mortality. Immune status did not modify the association between occurrence of ICU-acquired bacterial BSI and these outcomes.ConclusionThe 28-day cumulative incidence of ICU-acquired bacterial BSI was not statistically different between patients with and without immunosuppression at ICU admission.

Assessment of Demographic and Clinical Characteristics of COVID-19 Patients Hospitalized in Intensive Care Unit of Afzalipour Hospital, Kerman, 2020

Background: Different types of coronaviruses, such as Middle East respiratory syndrome (MERS), severe acute respiratory syndrome (SARS), and COVID-19, cause different symptoms in individuals based on their clinical and demographic signatures, leading to either alleviation or exaggeration of the disease according to patients’ characteristics. This cross-sectional study aimed to investigate the demographic and clinical characteristics of COVID-19 patients admitted to the intensive care unit (ICU) of Afzalipur hospital of Kerman. Methods: This was a retrospective cross-sectional study in which we reviewed the medical files of COVID-19 patients admitted to the ICU of Afzalipur hospital, Kerman City, in 2019. Results: Out of a total of 143 COVID-19 patients, 87 (60.8%) were men, and the mean±standard deviation of the age of the patients was 56.9±22.7 years. The most common symptoms were dyspnea (81.1% n=116), fatigue (53.8%, n=77), and dry cough (44.8%, n=64). Lacrimation and pleuritic pain were observed in 3.5% (n=5) of the patients. Conclusion: Dyspnea and fatigue were the most common symptoms in COVID-19 patients at the beginning of the pandemic. Also, due to the relatively high mortality rate in our patients compared to other studies, there is a need for appropriate planning to cope with similar situations in the future.

Evaluating the Baby@Home program: Early discharge strategies for (pre)term infants are safe and benefit health outcomes.

Prolonged hospitalisation in the neonatal intensive care unit (NICU) can emotionally tax newborn infants and their families, resulting in developmental adversities and inadequate parent-infant bonding. This study aimed to assess the feasibility and value of the Baby@Home program in reducing prolonged hospital stays. This is a retrospective cohort study of 26 infants from a tertiary neonatology department, using qualitative data (gathered through interviews with parents (n = 15) and professionals (n = 5)) and quantitative data (retrieved from medical records and the Luscii application). Our study included 26 newborn infants. 76% were premature, born at an average term of 35 weeks and 2 days. During the study period, all infants thrived, and only two adverse events occurred (an allergic reaction and respiratory incident necessitating readmission). Interviews were conducted based on six major themes concerning the feasibility and value of the program. Despite the challenges of application utilisation, the program's overall value was evident. The Baby@Home program effectively facilitated early discharge, promoted family reunification, and yielded favourable safety and health outcomes. Innovative solutions such as Baby@Home have the potential to pave the way for more sustainable and patient-centred care models.

The influence of psychosocial work environment, personal perceived health and job crafting on nurses’ well-being: a cross-sectional survey study

BackgroundThe World Health Organization urged governments to prioritize the health and work well-being of nursing staff by promoting a positive working environment. A safe and healthy physical and psychosocial work environment is a basic human right for nurses. Job crafting is a necessary skill when facing challenging working conditions.ObjectivesThis cross-sectional correlational research based on the Job Demands-Resources Model aimed to explore the correlation between psychosocial work environment and work well-being among nurses working in the intensive care unit (ICU) and determine whether personal perceived health could mediate the relationship and whether job crafting can moderate the mediating effect. The study hypothesized that: 1. The psychosocial work environment would impact nurses' work well-being; 2. Personal perceived health would play a role as a mediator in the relationship between psychosocial work environment and work well‐being; 3. Job crafting would moderate the relationship between personal perceived health and work well‐being.MethodsA total of 655 registered nurses (RNs) from 7 ICUs in a teaching hospital in Beijing participated in this study. The RNs completed a battery questionnaire measuring their health, psychosocial work environment, well-being, and job crafting. PROCESS macros analysis was used to test mediating and moderating effects.ResultsPersonal perceived health mediated the relationship between psychosocial work environment and work well-being (b = 0.012, 95% CI [0.008, 0.016]). The moderated mediated analysis revealed that job crafting moderated perceived health’s impact on work well-being (b = -0.007, 95% CI [− 0.010, − 0.003]).ConclusionA better psychosocial work environment with well-designed work organization and job content through job crafting could positively impact nurses’ health and work well-being.

Review of clinical characteristics and mortality outcomes in patients on maintenance hemodialysis during the Omicron surge: a single center experience

BackgroundThis hemodialysis center experienced the pandemic from December 2022 to January 2023. Therefore, we sought to describe the clinical characteristics and mortality outcomes in hemodialysis patients during this Omicron surge.MethodsAccording to whether they are infected, they are divided into two groups: SARS-CoV-2-positive and SARS-CoV-2-negative. The SARS-CoV-2-positive group was divided into a survival group and a non-survival group for comparison.Results366 of 457 hemodialysis patients were infected with SARS-CoV-2. The most common symptoms observed were fever (43.2%) and cough (29.8%), Followed by diarrhea (1.4%). Hemodialysis patients with hypertension were more susceptible to SARS-CoV-2 infection. The lymphocyte count, serum creatinine, serum potassium, and serum phosphorus in the SARS-CoV-2-positive group were significantly lower than those in the SARS-CoV-2-negative group. The all-cause mortality rate for infection with SARS-CoV-2 was 5.2%. Only 7 of 366 SARS-CoV-2-positive patients were admitted to the intensive care unit, but 6 of them died. Intensive care unit hospitalization rates were significantly higher in the non-survival group compared with the survival group. White blood cells count, neutrophil count, C-reactive protein, AST, and D-dimer in the non-survival group were higher than those in the survival group. The lymphocyte count, hemoglobin concentration, serum creatinine, serum albumin, serum phosphorus and parathyroid hormone in the non-survival group were lower than those in the survival group. Age > 65 years, elevated C-reactive protein and AST are independent risk factors for death. Finally, no significant difference in vaccination status was found between the SARS-CoV-2-positive group and the negative group.ConclusionsHemodialysis patients are at high risk for SARS-CoV-2 infection. Ensuring the adequacy of hemodialysis treatment and maintaining good physical condition of patients are the top priorities.

The Effect of Hospitalization in the Neonatal Intensive Care Unit on Maternal Stress and Attachment: Neonatal Intensive Care Unit Environment Effect.

This study investigated the effects of hospitalization in the neonatal intensive care unit (NICU) due to congenital pneumonia (CP) on maternal stress and attachment, focusing on how the duration of invasive and noninvasive mechanical ventilation, length of NICU stay, and postpartum breastfeeding initiation time influence mother-infant attachment. Conducted among 30 mothers of 3-month-old infants admitted to the NICU with CP and a control group (n = 30), it analyzed the impact of medical intervention durations and breastfeeding initiation on maternal stress and attachment using statistical methods. The maternal stress in the NICU group was significantly higher than in the control group (P = .014). However, there was no significant difference between the groups in attachment scores (P = .141). The study revealed that longer invasive mechanical ventilation (P < .001) and NICU stay (P < .001) significantly increased maternal stress. Maternal stress (P < .001) and breastfeeding initiation time(P < .001) exhibit a negative correlation with attachment scores (P < .001). It is crucial to implement interventions aimed at reducing maternal stress and fostering maternal-infant attachment for mothers of newborns admitted to the NICU. The sustained application of these interventions post discharge holds significance for the mental health of mothers and mother-infant attachment.

LDSG-Net: an efficient lightweight convolutional neural network for acute hypotensive episode prediction during ICU hospitalization

Objective. Acute hypotension episode (AHE) is one of the most critical complications in intensive care unit (ICU). A timely and precise AHE prediction system can provide clinicians with sufficient time to respond with proper therapeutic measures, playing a crucial role in saving patients’ lives. Recent studies have focused on utilizing more complex models to improve predictive performance. However, these models are not suitable for clinical application due to limited computing resources for bedside monitors. Approach. To address this challenge, we propose an efficient lightweight dilated shuffle group network. It effectively incorporates shuffling operations into grouped convolutions on the channel and dilated convolutions on the temporal dimension, enhancing global and local feature extraction while reducing computational load. Main results. Our benchmarking experiments on the MIMIC-III and VitalDB datasets, comprising 6036 samples from 1304 patients and 2958 samples from 1047 patients, respectively, demonstrate that our model outperforms other state-of-the-art lightweight CNNs in terms of balancing parameters and computational complexity. Additionally, we discovered that the utilization of multiple physiological signals significantly improves the performance of AHE prediction. External validation on the MIMIC-IV dataset confirmed our findings, with prediction accuracy for AHE 5 min prior reaching 93.04% and 92.04% on the MIMIC-III and VitalDB datasets, respectively, and 89.47% in external verification. Significance. Our study demonstrates the potential of lightweight CNN architectures in clinical applications, providing a promising solution for real-time AHE prediction under resource constraints in ICU settings, thereby marking a significant step forward in improving patient care.

Prognostic role of unmeasured anions determined by the Stewart approach in septic shock: A prospective cohort study

Background: Unlike standard methods for the analysis of acid-base disturbances, the Stewart approach allows for a precise quantification of unmeasured anions (strong ion gap, SIG). The prognostic value of these unmeasured anions has been reported in various clinical situations in the intensive care unit (ICU), but not specifically in septic shock. The aim of the present study was to assess whether or not the SIG could be a prognostic marker for 28-day mortality in critically ill patients admitted to the ICU for septic shock. Methods: This prospective cohort study was conducted from June 2016 to December 2017 in three ICUs of a French teaching hospital. All patients admitted to the ICU for septic shock and equipped with an arterial blood line were eligible. Oral consent was collected after delivering oral and written information to the patient or his/her family. The SIG was calculated from a complete blood sampling (blood electrolytes and arterial blood gas) collected immediately upon ICU admission. Receiver operating characteristics (ROC) curves were determined to assess the ability of SIG to predict 28-day mortality. Results: A total of 116 patients were analyzed. The 28-day mortality rate was 41.4%. Median (interquartile range [IQR]) SIG at admission was 7.1 (4.6-9.6) mEq/L for the 28-day survivors and 8.0 (6.1-10.3) mEq/L for non-survivors (P = 0.051). The area under ROC of SIG at admission for 28-day mortality prediction was 0.607 (95% confidence interval [CI] 0.504-0.710; P = 0.051). Conclusion: SIG is not a relevant prognostic marker for mortality in septic shock.

Dynamic changes of diaphragm and limb skeletal muscle in patients with sepsis assessed by bedside ultrasound and their correlation with blood urea/creatinine ratio

To investigate the dynamic changes of diaphragm and limb skeletal muscle in patients with sepsis by bedside ultrasound and their correlation with the ratio of blood urea/creatinine ratio (UCR) in 7 days after intensive care unit (ICU) admission. A prospective observational study was conducted. A total of 55 patients with sepsis admitted to ICU of General Hospital of Ningxia Medical University from June 2022 to February 2023 were selected as the research objects. General information, laboratory indicators [urea, serum creatinine (SCr), and UCR] on days 1, 4, and 7 of ICU admission, and prognostic indicators were observed. Bedside ultrasound was used to assess the dynamic changes of diaphragm morphology [including diaphragmatic excursion (DE), end-inspiratory diaphragm thickness (DTei), and end-expiratory diaphragm thickness (DTee)] on days 1, 4, and 7 of ICU admission, as well as limb skeletal muscle (quadriceps femoris) morphology [including rectus femoris-muscle layer thickness (RF-MLT), vastus intermedius-muscle layer thickness (VI-MLT), and rectus femoris-cross sectional area (RF-CSA)]. Diaphragm thickening fraction (DTF) and RF-CSA atrophy rate were calculated, and the incidence of diaphragm and limb skeletal muscle dysfunction was recorded. The correlation between ultrasound morphological parameters of diaphragm and quadriceps and UCR at each time points in 7 days after ICU admission was analyzed by Pearson correlation. A total of 55 patients with sepsis were included, of which 29 were in septic shock. As the duration of ICU admission increased, the incidence of diaphragm dysfunction in patients with sepsis increased first and then decreased (63.6%, 69.6%, and 58.6% on days 1, 4, and 7 of ICU admission, respectively), while the incidence of limb skeletal muscle dysfunction showed an increasing trend (54.3% and 62.1% on days 4 and 7 of ICU admission, respectively), with a probability of simultaneous occurrence on days 4 and 7 of ICU admission were 32.6% and 34.5%, respectively. The UCR on day 7 of ICU admission was significantly higher than that on day 1 [121.77 (95.46, 164.55) vs. 97.00 (70.26, 130.50)], and RF-CSA atrophy rate on day 7 was significantly higher than that on day 4 [%: -39.7 (-52.4, -22.1) vs. -26.5 (-40.2, -16.4)]. RF-CSA was significantly lower on day 7 compared to day 1 [cm2: 1.3 (1.0, 2.5) vs. 2.1 (1.7, 2.9)], with all differences being statistically significant (all P < 0.05). Pearson correlation analysis showed that RF-CSA on day 7 of ICU admission was negatively associated with the UCR on the same day (r = -0.407, P = 0.029). Diaphragmatic dysfunction in patients with sepsis occurred early and can be improved. Limb skeletal muscle dysfunction occurred relatively later and progresses progressively. The RF-CSA on day 7 of ICU admission may be a reliable measure of limb skeletal muscle dysfunction in patients with sepsis, can be an indicator of early identification and diagnosis of ICU-acquired weakness (ICU-AW). Continuous loss of muscle mass occurring in septic patients is mainly associated with persistent organismal catabolism, and undergoes significant changes around a week in ICU.