A Tool to Predict Readmission to the Intensive Care Unit in Surgical Critical Care Patients—The RISC Score

2020 ◽  
pp. 088506662094916
Author(s):  
Maximilian Hammer ◽  
Stephanie D. Grabitz ◽  
Bijan Teja ◽  
Karuna Wongtangman ◽  
Marjorie Serrano ◽  
...  

Background: Readmission to the Intensive Care Unit (ICU) is associated with a high risk of in-hospital mortality and higher health care costs. Previously published tools to predict ICU readmission in surgical ICU patients have important limitations that restrict their clinical implementation. We sought to develop a clinically intuitive score that can be implemented to predict readmission to the ICU after surgery or trauma. We designed the score to emphasize modifiable predictors. Methods: In this retrospective cohort study, we included surgical patients requiring critical care between June 2015 and January 2019 at Beth Israel Deaconess Medical Center, Harvard Medical School, MA, USA. We used logistic regression to fit a prognostic model for ICU readmission from a priori defined, widely available candidate predictors. The score performance was compared with existing prediction instruments. Results: Of 7,126 patients, 168 (2.4%) were readmitted to the ICU during the same hospitalization. The final score included 8 variables addressing demographical factors, surgical factors, physiological parameters, ICU treatment and the acuity of illness. The maximum score achievable was 13 points. Potentially modifiable predictors included the inability to ambulate at ICU discharge, substantial positive fluid balance (>5 liters), severe anemia (hemoglobin <7 mg/dl), hyperglycemia (>180 mg/dl), and long ICU length of stay (>5 days). The score yielded an area under the receiver operating characteristic curve of 0.78 (95% CI 0.74-0.82) and significantly outperformed previously published scores. The performance of the underlying model was confirmed by leave-one-out cross-validation. Conclusion: The RISC-score is a clinically intuitive prediction instrument that helps identify surgical ICU patients at high risk for ICU readmission. The simplicity of the score facilitates its clinical implementation across surgical divisions.

2016 ◽  
Vol 23 (2) ◽  
pp. 360-364 ◽  
Author(s):  
Tara Ann Collins ◽  
Matthew P Robertson ◽  
Corinna P Sicoutris ◽  
Michael A Pisa ◽  
Daniel N Holena ◽  
...  

Introduction There is an increased demand for intensive care unit (ICU) beds. We sought to determine if we could create a safe surge capacity model to increase ICU capacity by treating ICU patients in the post-anaesthesia care unit (PACU) utilizing a collaborative model between an ICU service and a telemedicine service during peak ICU bed demand. Methods We evaluated patients managed by the surgical critical care service in the surgical intensive care unit (SICU) compared to patients managed in the virtual intensive care unit (VICU) located within the PACU. A retrospective review of all patients seen by the surgical critical care service from January 1st 2008 to July 31st 2011 was conducted at an urban, academic, tertiary centre and level 1 trauma centre. Results Compared to the SICU group ( n = 6652), patients in the VICU group ( n = 1037) were slightly older (median age 60 (IQR 47–69) versus 58 (IQR 44–70) years, p = 0.002) and had lower acute physiology and chronic health evaluation (APACHE) II scores (median 10 (IQR 7–14) versus 15 (IQR 11–21), p < 0.001). The average amount of time patients spent in the VICU was 13.7 + /–9.6 hours. In the VICU group, 750 (72%) of patients were able to be transferred directly to the floor; 287 (28%) required subsequent admission to the surgical intensive care unit. All patients in the VICU group were alive upon transfer out of the PACU while mortality in the surgical intensive unit cohort was 5.5%. Discussion A collaborative care model between a surgical critical care service and a telemedicine ICU service may safely provide surge capacity during peak periods of ICU bed demand. The specific patient populations for which this approach is most appropriate merits further investigation.


2017 ◽  
Vol 2017 ◽  
pp. 1-7 ◽  
Author(s):  
Verena Martini ◽  
Ann-Kathrin Lederer ◽  
Claudia Laessle ◽  
Frank Makowiec ◽  
Stefan Utzolino ◽  
...  

Background. The aim of this study was to evaluate the influence of prolonged length of stay in an intensive care unit (ICU) on the mortality and morbidity of surgical patients.Methods. We performed a monocentric and retrospective observational study in the surgical critical care unit of the department of surgery at the Medical Center of the University of Freiburg, Germany. Clinical data was collected from patients assigned to the ICU with a length of stay (LOS) of 90 days and greater.Results. From the total of the 19 patients with ICU LOS over 90 days, ten patients died in the ICU whereas nine patients were discharged to the normal ward. The ICU mortality rate was 52%. The overall survival one year after ICU discharge was 32%. Regarding factors affecting mortality of the patients, significantly higher mortality was associated with age of the patients at the time point of the ICU admission and with postoperative need of renal replacement therapy.Conclusions. We found a high but in our opinion acceptable mortality rate in surgical patients with ICU LOS of 90 days and greater. We identified age and the need of renal replacement therapy as risk factors for mortality.


2018 ◽  
Vol 7 (2) ◽  
pp. e000239 ◽  
Author(s):  
Krishna Aparanji ◽  
Shreedhar Kulkarni ◽  
Megan Metzke ◽  
Yvonne Schmudde ◽  
Peter White ◽  
...  

Delirium is a key quality metric identified by The Society of Critical Care Medicine for intensive care unit (ICU) patients. If not recognised early, delirium can lead to increased length of stay, hospital and societal costs, ventilator days and risk of mortality. Clinical practice guidelines recommend ICU patients be assessed for delirium at least once per shift. An initial audit at our urban tertiary care hospital in Illinois, USA determined that delirium assessments were only being performed 31% of the time. Nurses completed simulation based education and were trained using delirium screening videos. After the educational sessions, delirium documentation increased from 40% (12/30) to 69% (41/59) (two-proportion test, p<0.01) for dayshift nurses and from 27% (8/30) to 61% (36/59) (two-proportion test, p<0.01) during the nightshift. To further increase the frequency of delirium assessments, the delirium screening tool was standardised and a critical care progress note was implemented that included a section on delirium status, management strategy and discussion on rounds. After the documentation changes were implemented, delirium screening during dayshift increased to 93% (75/81) (two-proportion test, p<0.01). Prior to this project, physicians were not required to document delirium screening. After the standardised critical care note was implemented, documentation by physicians was 95% (106/111). Standardising delirium documentation, communication of delirium status on rounds, in addition to education, improved delirium screening compliance for ICU patients.


2002 ◽  
Vol 126 (4) ◽  
pp. 377-381 ◽  
Author(s):  
Stilianos E. Kountakis ◽  
Ioannis G. Skoulas

OBJECTIVE: The study goal was to compare endoscopically guided middle meatal cultures with cultures of antral lavage aspirate in intensive care unit (ICU) patients with sinusitis. METHODS: Prospective study of febrile ICU patients seen for sinusitis at a tertiary medical center. RESULTS: Of 31 antral lavages performed in 18 patients, 19 lavages yielded purulent or mucopurulent aspirate. Endoscopically guided middle meatal cultures yielded the same pathogen, as did cultures of the lavage aspirate in 4 (21%) of these 19 cases. The antral lavage was negative (absence of purulent/mucopurulent aspirate) in 12 cases, and of those, 5 (42%) of the 12 middle meatal cultures showed no growth (sensitivity = 21%, specificity = 58%, χ2-1.52, P = 0.218). CONCLUSION: Endoscopically guided middle meatal cultures did not correlate well with cultures from the antral lavage aspirate in febrile ICU patients evaluated for sinusitis.


1990 ◽  
Vol 10 (5) ◽  
pp. 47-57 ◽  
Author(s):  
CS Bolgiano ◽  
PT Subramaniam ◽  
JM Montanari ◽  
L Minick

The use of invasive lines with heparinized fluid for hemodynamic monitoring is a routine procedure in critical care areas. The main objective of this study was to compare the duration of patency of indwelling arterial catheter lines and patient coagulation values when the recommended dilution of 1.0 U heparin/mL was used versus the use of only 0.25 U heparin/mL. One hundred four intensive care unit (ICU) patients were studied. There were no significant differences between the two groups in patency or coagulation values. The results of the study demonstrated that 0.25 U heparin/mL was sufficient to maintain arterial line patency for patients with lines in place for up to 3 days.


2014 ◽  
Vol 2014 ◽  
pp. 1-6 ◽  
Author(s):  
Keith Killu ◽  
Victor Coba ◽  
Michael Mendez ◽  
Subhash Reddy ◽  
Tanja Adrzejewski ◽  
...  

Objectives. This study was designed to assess the clinical applicability of a Point-of-Care (POC) ultrasound curriculum into an intensive care unit (ICU) fellowship program and its impact on patient care.Methods. A POC ultrasound curriculum for the surgical ICU (SICU) fellowship was designed and implemented in an urban, academic tertiary care center. It included 30 hours of didactics and hands-on training on models. Minimum requirement for each ICU fellow was to perform 25–50 exams on respective systems or organs for a total not less than 125 studies on ICU. The ICU fellows implemented the POC ultrasound curriculum into their daily practice in managing ICU patients, under supervision from ICU staff physicians, who were instructors in POC ultrasound. Impact on patient care including finding a new diagnosis or change in patient management was reviewed over a period of one academic year.Results. 873 POC ultrasound studies in 203 patients admitted to the surgical ICU were reviewed for analysis. All studies included were done through the POC ultrasound curriculum training. The most common exams performed were 379 lung/pleural exams, 239 focused echocardiography and hemodynamic exams, and 237 abdominal exams. New diagnosis was found in 65.52% of cases (95% CI 0.590, 0.720). Changes in patient management were found in 36.95% of cases (95% CI 0.303, 0.435).Conclusions. Implementation of POC ultrasound in the ICU with a structured fellowship curriculum was associated with an increase in new diagnosis in about 2/3 and change in management in over 1/3 of ICU patients studied.


2016 ◽  
Vol 8 (7) ◽  
pp. 1374-1376 ◽  
Author(s):  
Regis Goulart Rosa ◽  
Juçara Gasparetto Maccari ◽  
Ricardo Viegas Cremonese ◽  
Tulio Frederico Tonietto ◽  
Rafael Viegas Cremonese ◽  
...  

2019 ◽  
Vol 50 (4) ◽  
pp. 312-319 ◽  
Author(s):  
Joerg C. Schefold ◽  
Mette Krag ◽  
Søren Marker ◽  
Anders Perner ◽  
Jørn Wetterslev ◽  
...  

Background: Intensive care unit (ICU) patients with acute kidney injury requiring renal replacement therapy (RRT) are considered at high risk of gastrointestinal (GI) bleeding and stress ulcer prophylaxis (SUP) is often prescribed. We aimed to assess the incidence of GI bleeding and effects of SUP in these patients. Methods: We assessed GI bleeding in ICU patients receiving RRT at baseline (and at any time in the ICU) and effects of prophylactic pantoprazole versus placebo in the international SUP in the ICU (SUP-ICU) trial. All analyses were conducted according to a published protocol and statistical analysis plan. Results: Data of 3,291 acutely admitted adult ICU patients with one or more risk factors for GI bleeding randomized to pantoprazole or placebo intravenously once daily during ICU stay (until ICU discharge, death, or a maximum of 90 days) were analyzed. Some 20 out of 258 (7.8%, 95% CI 4.5–11.1%) and 52 out of 568 (9.2%, 95% CI 6.8–11.6%) of the patients receiving RRT at baseline and at any time in ICU, respectively, developed clinically important GI bleeding in the ICU. We did not observe statistically significant differences in the intervention effect (pantoprazole vs. placebo) in the proportion of patients with clinically important GI bleeding, clinically important events, infectious adverse events, use of interventions to stop GI bleeding, or 90-day mortality in patients with versus without RRT at baseline. Conclusions: In adult ICU patients receiving RRT at baseline, we observed high incidences of clinically important GI bleeding, but did not observe effects of pantoprazole versus placebo in this subgroup.


2020 ◽  
Vol 11 ◽  
pp. 117955732095122
Author(s):  
Chelsea N Lopez ◽  
Amaris Fuentes ◽  
Atiya Dhala ◽  
Jonathan Balk

In intensive care unit (ICU) patients, delirium contributes to prolonged hospitalization, long-term cognitive impairment and increased mortality. Sleep disturbance, a risk factor for delirium, has been attributed to impaired melatonin secretion in critically ill patients. Ramelteon, a synthetic melatonin receptor agonist, is indicated for insomnia; there is limited, but growing evidence, to support its use for the prevention of delirium. The primary objective of this study is to describe the use of ramelteon and the incidence of delirium, assessed by Confusion Assessment Method for the ICU (CAM-ICU) scores, in adult surgical ICU patients from May 22, 2016 to June 30, 2018. The primary endpoint is the number of delirium free days in the week prior to and post first ramelteon administration. A total of 231 patients were included in the study with 201 (87%) positive for delirium at least once during the study timeframe. The median number of CAM-ICU negative days in the week pre-ramelteon administration was 4 days (IQR 2-7 days) compared to 6 days (IQR 3-7 days) in the week post-first ramelteon administration ( P < .05). The time to CAM-ICU positive increased slightly to 3 days (IQR 1-7 days) following ramelteon initiation compared to 2 days (IQR 1-5 days) from initial ICU admission. Additionally, the median number of antipsychotic doses per patient decreased from 4 doses (IQR 1.25-14 doses) prior to ramelteon to 2 doses (IQR 1-4 doses) after ramelteon. Ramelteon administration was associated with a greater number of CAM-ICU negative days in surgical ICU patients. These findings describe a potential role for ramelteon in mitigating delirium in this patient population.


2016 ◽  
Vol 26 (4) ◽  
pp. 504-524 ◽  
Author(s):  
Elem Kocaçal Güler ◽  
İsmet Eşer ◽  
Imad Hussein Deeb Fashafsheh

Eye care is an important area of critical care. However, lack of eye care studies is a common issue across the globe. The aim of this study is to determine the views and practices of intensive care unit (ICU) nurses on eye care in Turkey and Palestine. This descriptive study was conducted using a self-administrated questionnaire. The data were collected from 111 nurses in nine kinds of ICUs in two education hospital. Normal saline (75.9%) was the most commonly reported solution for eye hygiene among the Palestinian nurses, and gauze soaked in normal saline or sterile water (64.3%) were the most frequently used supplies by the Turkish nurses. Although both Palestinian and Turkish ICU nurses took some precautions to prevent eye complications in critical patients, there were some gaps and insufficiencies in the eye care of ICU patients. There is a need for continuing training in this area.


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