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Comparison of APACHE II, TRISS, and a proposed 24-hour ICU point system for prediction of outcome in ICU trauma patients.

The APACHE II system for predicting outcomes in critically ill patients is now being used to evaluate quality of care for patients in surgical intensive care units, including trauma patients. The trauma data, however, on which the APACHE outcomes are based, were derived from only 364 ICU trauma patients. We compared the outcome predictions by APACHE II, TRISS, and a proposed 24-hour ICU point system in 1,000 ICU patients. [table: see text] p less than 0.025 by unpaired t test for predictive power of ICU point system versus APACHE II. Values of more than 15.5 represent poor agreement between the outcomes estimated from the model and the observed outcomes; a low value represents good agreement. The APACHE system significantly overestimated the risk of death in the lower ranges of predicted risk and underestimated the deaths in the higher ranges. Although TRISS was not developed for ICU trauma patients, it tended to perform better than APACHE II in our sample. The 24-hour ICU point system performed well, with accurate agreement between the outcomes estimated from the model and the observed outcomes.

False Positive Reactions

Chronic neurological diseases with acute respiratory failure in a real-life cohort: insights into ICU and long-term survival-A retrospective study.

BACKGROUND: Patients with chronic neurological diseases (CND) are at increased risk of pulmonary complications that often require ICU admission. This study aimed to identify clinical factors associated with ICU mortality and long-term survival in patients with CND who developed acute respiratory failure (ARF). METHODS: This retrospective cohort study was conducted in a level III respiratory ICU. Patients with pre-existing CND admitted to the ICU with ARF were included. ICU mortality was analyzed using multivariable logistic regression. Long-term survival after ICU discharge was evaluated using Kaplan-Meier survival analysis and Cox proportional hazards models. Mortality timing was further characterized using hazard function analysis. RESULTS: A total of 220 patients were included; the most common neurological diagnoses were dementia (37.3%), stroke (22.7%), and amyotrophic lateral sclerosis (14.1%). ICU mortality was 33.6%. Higher APACHE II scores were independently associated with increased ICU mortality (OR 1.076 per point increase; 95% CI 1.029-1.126; p&#xa0;<&#xa0;0.001). Long-term survival differed significantly by post-discharge respiratory support strategy, with Kaplan-Meier analysis demonstrating more favorable survival patterns among patients receiving home non-invasive mechanical ventilation (NIMV) (p&#xa0;=&#xa0;0.003). In Cox regression analysis, age, home NIMV, and feeding modality at discharge were independently associated with long-term outcomes. Survival analyses revealed an early clustering of deaths within the first months after ICU discharge, particularly among patients with dementia. CONCLUSIONS: In patients with CND, acute physiological severity was the main determinant of ICU mortality, whereas long-term survival after ICU discharge was poor, with deaths clustering within the first months thereafter. Post-discharge respiratory support and nutritional management should be individualized according to the expected clinical trajectory and patient values.

Humans

Therapeutic intervention scoring system (TISS)--a method for measuring workload and calculating costs in the ICU.

The Therapeutic Intervention Scoring System (TISS) is an easily applicable method for measurement of workload in the intensive care unit (ICU). In the present study a modified TISS-scoring (mTISS) was performed daily during 1988-1989 on 2693 patients in a general ICU. Of these, 900 could be classified as 'true' ICU-patients (ICU-stay > or = 24 h or TISS > or = 20 points), whereas the rest were postoperative. In ICU-patients the average length of stay was 4.5 +/- 8.9 days and the average workload 114 +/- 218 mTISS-points. The workload was not significantly related to age or type of admission (scheduled vs unscheduled). Hospital non-survivors (13.6%) showed a significantly increased mean total mTISS-score (239 +/- 364, P < 0.001). Critically ill (TISS Class IV) patients (14% of the sample), with an average workload of 437 +/- 401 mTISS-points, consumed 53% of the total resources. Patients categorized (ICD-9) to respiratory and infectious diseases showed the greatest average workload (207 +/- 315 and 208 +/- 355 mTISS-points, respectively). A workload-index was also developed relating the actual workload to the ICU personnel. The cost of each mTISS-point was calculated. In conclusion, the present study showed that mTISS is a valuable tool when evaluating resource utilization in the ICU. Together with the proposed workload-index and calculation of costs, mTISS could be used for ICU management control.

Age Factors

Multisystem organ failure predicts mortality of ICU patients with acute respiratory failure secondary to AIDS-related PCP.

OBJECTIVE: To evaluate the ability of a variety of scoring systems to predict mortality of patients admitted to an intensive care unit (ICU) with acute respiratory failure (ARF) secondary to AIDS-related Pneumocystis carinii pneumonia (PCP). METHODS: All patients with AIDS-related PCP admitted to ICU at St. Paul's Hospital between January 1, 1985 and April 1, 1991 were reviewed. For each case, the following scores were calculated from data obtained within 24 h of ICU admission: acute physiology and chronic health evaluation II (APACHE II); acute lung injury score; AIDS score as described by Justice and Feinstein; and modified multisystem organ failure (MSOF) score. The serum lactate dehydrogenase (LDH) level was also recorded when obtained within 24 h of ICU admission. RESULTS: A total of 52 ICU admissions in 51 patients were studied. Overall mortality was 65 percent. Mortality increased with increasing MSOF (p < 0.05) score and LDH (p < 0.05). Based on receiver operating characteristic (ROC) curves, the MSOF score and the LDH were found to be good predictors of mortality. Multivariate logistic regression showed that the MSOF score was the only independent predictor of mortality (p < 0.05). The AIDS score, APACHE II, and the acute lung injury score were not significantly associated with mortality. Addition of the serum LDH level improved the performance of both the MSOF and AIDS scores, though the AIDS score plus LDH performed no better than the LDH alone. Of all the scores tested, the MSOF plus LDH level was the best (p < 0.005) predictor of mortality. CONCLUSIONS: The modified MSOF score and the serum LDH level are the best predictors of mortality of patients admitted to ICU with ARF secondary to AIDS-related PCP. The performance of the MSOF score was enhanced when the LDH level was added. The AIDS score, APACHE II, and the acute lung injury score were not found to be useful in this group of critically ill patients.

AIDS-Related Opportunistic Infections

Risk factors of venous thromboembolism in ICU patients: a systematic review and meta-analysis.

OBJECTIVE: This study aimed to identify risk factors associated with the development of VTE in patients admitted to the intensive care unit (ICU). METHODS: A systematic literature search was conducted via PubMed, Embase, Web of Science, and Cochrane databases up to 25 April 2025, to identify studies examining the association between risk factors and the occurrence of venous thromboembolism (VTE) in ICU patients. Data were pooled using odds ratios (ORs) and 95% confidence intervals (CIs). RESULTS: A total of 2465 relevant studies were identified through the systematic search, of which 30 were included in the meta-analysis. The pooled data showed that the following were significant risk factors for venous thromboembolism (VTE) in ICU patients: central venous catheterization (OR = 2.67, 95% CI: 1.67-4.28; I2 = 28%), invasive mechanical ventilation (OR = 2.08, 95% CI: 1.46-2.96; I2 = 0%), advanced age (OR = 2.06, 95% CI: 1.28-3.31; I2 = 86%), length of ICU stay (OR = 4.24, 95% CI: 1.43-12.57; I2 = 98%), malignancy (OR = 2.30, 95% CI: 1.03-5.12; I2 = 67%), elevated D-dimer levels (OR = 2.46, 95% CI: 1.37-4.40; I2 = 34%), and a history of VTE (OR = 2.84, 95% CI: 1.45-5.55; I2 = 51%). According to the GRADE assessment, the quality of evidence was rated as moderate for invasive mechanical ventilation, low for central venous catheterization and D-dimer levels, and very low for the remaining factors. CONCLUSION: Invasive mechanical ventilation, central venous catheterization, and elevated D-dimer levels are associated with VTE risk, supported by relatively high-quality evidence. These findings may help identify ICU patients at higher risk of VTE, inform the development of risk assessment models for patient stratification, and ultimately contribute to improved prognosis through optimal screening and management strategies.

Humans

Acquisition of ICU data: concepts and demands.

As the issue of data overload is a problem in critical care today, it is of utmost importance to improve acquisition, storage, integration, and presentation of medical data, which appears only feasible with the help of bedside computers. The data originates from four major sources: (1) the bedside medical devices, (2) the local area network (LAN) of the ICU, (3) the hospital information system (HIS) and (4) manual input. All sources differ markedly in quality and quantity of data and in the demands of the interfaces between source of data and patient database. The demands for data acquisition from bedside medical devices, ICU-LAN and HIS concentrate on technical problems, such as computational power, storage capacity, real-time processing, interfacing with different devices and networks and the unmistakable assignment of data to the individual patient. The main problem of manual data acquisition is the definition and configuration of the user interface that must allow the inexperienced user to interact with the computer intuitively. Emphasis must be put on the construction of a pleasant, logical and easy-to-handle graphical user interface (GUI). Short response times will require high graphical processing capacity. Moreover, high computational resources are necessary in the future for additional interfacing devices such as speech recognition and 3D-GUI. Therefore, in an ICU environment the demands for computational power are enormous. These problems are complicated by the urgent need for friendly and easy-to-handle user interfaces. Both facts place ICU bedside computing at the vanguard of present and future workstation development leaving no room for solutions based on traditional concepts of personal computers.(ABSTRACT TRUNCATED AT 250 WORDS)

Artificial Intelligence

Applicability of Nanopore-only whole-genome sequencing for Pseudomonas aeruginosa outbreak investigation in the ICU setting: a multicentric study.

UNLABELLED: Pseudomonas aeruginosa outbreaks frequently occur in intensive care units (ICUs). In particular, ICU patients requiring mechanical ventilation are vulnerable to P. aeruginosa ventilator-associated pneumonia, which is associated with high morbidity and mortality. Fast and accurate genotyping during the early stage is crucial to document and manage P. aeruginosa outbreaks at the ICU. In this study, we have evaluated the applicability of Oxford Nanopore whole-genome sequencing (WGS) for outbreak investigation and antimicrobial resistance (AMR) prediction. To evaluate whether a Nanopore-only WGS workflow was able to reproduce Illumina-confirmed transmission clusters, 19 P. aeruginosa isolates from ICUs at UZ Brussels (Belgium) that were previously sequenced with Illumina were sequenced using a Nanopore-only workflow based on the latest V14 chemistry, followed by bioinformatic analysis via BugSeq and MBioSEQ Ridom Typer. Although both bioinformatic platforms showed high concordance between Illumina and Nanopore data, MBioSEQ Ridom Typer yielded the lowest allelic distance (maximum one cgMLST allele), confirming all outbreak clusters. When applying the Nanopore-only workflow to longitudinally collected isolates, low genetic heterogeneity (maximum three cgMLST alleles) was observed between isolates from the same patient. WGS and subsequent outbreak analysis of 65 respiratory P. aeruginosa isolates collected from 38 different ICU patients across six Belgian hospitals during a 9-month period showed no intra- or inter-hospital transmission. When the Nanopore-only WGS data were used to predict AMR, there was high categorical agreement (95%) between AMR genotype and phenotype. These findings highlight the potential of Nanopore WGS as a rapid and accurate tool for outbreak investigation of P. aeruginosa. IMPORTANCE: In recent years, Nanopore sequencing has found its way to clinical laboratories because of its affordability, scalability, and, most importantly, its ability to obtain sequencing results in near-real time. However, despite improved raw read accuracies with the latest generation R10.4.1 flow cells, the question remains whether the achieved accuracy is sufficient for accurate bacterial outbreak investigation, particularly in high-risk settings such as intensive care units (ICUs). In this study, we show that Nanopore-only whole-genome sequencing (WGS) is able to match Illumina-only WGS in terms of accuracy for Pseudomonas aeruginosa outbreak investigation in the ICU setting, although important sequence type-dependent and even strain-specific methylation issues need to be resolved in order to guarantee this accuracy. By providing a fast and accurate workflow for reliable P. aeruginosa outbreak investigation, this study could pave the way for large-scale implementation of Nanopore-only WGS, leading to faster outbreak response times.

Humans

[Prevention of hospital-acquired infection. Efficacy of isolation procedures in a neurological intensive care unit (ICU) (author's transl)].

Isolation procedures were adopted after usual measures failed to control hospital-acquired infection in a neurological ICU. All patients with an intubation or a tracheostomy were treated in individual rooms following the rules of strict isolation. The circulation of contaminated equipments was strictly isolated from the rest of the ICU. The efficacy of this isolation policy was aasessed by comparing the rates of hospital-acquired infections during the year before and the year after its adoption. The rates of pulmonary infections and venous catheters infections were significantly reduced (p less than or equal to 0.001). The rates of septicemias and urinary infections were relatively unaffected. The mortality caused by nosocomial infections showed a 64% fall (p less than 0.001) which accounted for a 29% reduction in the overall mortality (p less than 0.05). The average stay in the ICU was shortened by 20% and antibiotics consumption declined by 64% leading to substantial savings of money. The activity of the ICU as reflected by the number of admitted patients was unaffected.

Adolescent

The nursing care recording system. A preliminary study of a system for assessment of nursing care demands in the ICU.

A new system, Nursing Care Recording (NCR), for the recording of nursing care in a general ICU is presented. NCR classifies ICU patients according to their need for intensive nursing care. Comparing the NCR with the Therapeutic Intervention Scoring System (TISS), a correlation coefficient of 0.60 was found. The main difference between the two systems was related to recording procedures allowing changes in nursing intensity within a 24-h period, reflecting patient improvement due to therapy, which was detected by NCR but not by TISS. NCR can be used to estimate nursing capacity during different shifts and may be useful in the assessment of the total nursing staff necessary for a given ICU. It is suggested that NCR will allow detection of changes in the nursing care work load, whether this change is due to new activities in the unit or to alterations in the individual patient care.

Adult

Time course of pulmonary function before admission into ICU. A two-year retrospective study of COLD patients with hypercapnia.

Changes in cardiopulmonary function were retrospectively evaluated back to two years before acute exacerbations requiring ICU admission in 16 COLD patients with chronic hypercapnic respiratory insufficiency (age: 61 +/- 6 years, group A). Fifteen hypercapnic COLD patients matched for age, sex, lung function, and blood gas values not requiring an ICU admission in a period of two years, served as control subjects (age: 66 +/- 7, group B). Periodic assessments of spirometry, arterial blood gas values, echocardiography, body weight, and red blood cell count performed in stable state were compared for differences between groups and changes over a period of two years. The results indicated that basal body weight, rate of deterioration over time in FEV1, VC, blood gas values, bicarbonates, and RVD may be related to the necessity of ICU admission in COLD patients with hypercapnic respiratory insufficiency.

Aged

Nursing theory based changes of work organisation in an ICU: effects on quality of care.

The study evaluated the effects of an organisational change programme on quality of care in a Swedish intensive care unit (ICU). The programme included: structural components e.g. converting assistant nurse positions to nurse positions; behavioural components e.g. improvements of report routines; and attitudinal components e.g. explication of what quality of care could mean in the ICU. Planning and implementation of the programme took about 1 year. Quality of care was studied on 40 patients 3 months before the intervention and on 40 patients 18 months after. An observation and question scheme was used for data collection. using Henderson's (1960) nursing model of patient's needs as point of departure. Statistically significant improvements of quality of care were noted on several observations at the postintervention assessment. Most of the improvements were noted on activities aimed at assisting the patient with basic physical needs such as breathing, nutrition, elimination, movement, sleep and rest, and avoiding dangers. No effects were noted on activities aimed at assisting the patient with psychological and spiritual needs. Discussing the results, the multimodal character of the intervention programme was believed to be a significant factor.

Clinical Nursing Research