scholarly journals Use of a Combination Biomarker Algorithm To Identify Medical Intensive Care Unit Patients with Suspected Sepsis at Very Low Likelihood of Bacterial Infection

2015 ◽  
Vol 59 (10) ◽  
pp. 6494-6500 ◽  
Author(s):  
Jennifer H. Han ◽  
Irving Nachamkin ◽  
Susan E. Coffin ◽  
Jeffrey S. Gerber ◽  
Barry Fuchs ◽  
...  

ABSTRACTSepsis remains a diagnostic challenge in the intensive care unit (ICU), and the use of biomarkers may help in differentiating bacterial sepsis from other causes of systemic inflammatory syndrome (SIRS). The goal of this study was to assess test characteristics of a number of biomarkers for identifying ICU patients with a very low likelihood of bacterial sepsis. A prospective cohort study was conducted in a medical ICU of a university hospital. Immunocompetent patients with presumed bacterial sepsis were consecutively enrolled from January 2012 to May 2013. Concentrations of nine biomarkers (α-2 macroglobulin, C-reactive protein [CRP], ferritin, fibrinogen, haptoglobin, procalcitonin [PCT], serum amyloid A, serum amyloid P, and tissue plasminogen activator) were determined at baseline and at 24 h, 48 h, and 72 h after enrollment. Performance characteristics were calculated for various combinations of biomarkers for discrimination of bacterial sepsis from other causes of SIRS. Seventy patients were included during the study period; 31 (44%) had bacterial sepsis, and 39 (56%) had other causes of SIRS. PCT and CRP values were significantly higher at all measured time points in patients with bacterial sepsis. A number of combinations of PCT and CRP, using various cutoff values and measurement time points, demonstrated high negative predictive values (81.1% to 85.7%) and specificities (63.2% to 79.5%) for diagnosing bacterial sepsis. Combinations of PCT and CRP demonstrated a high ability to discriminate bacterial sepsis from other causes of SIRS in medical ICU patients. Future studies should focus on the use of these algorithms to improve antibiotic use in the ICU setting.

2012 ◽  
Vol 33 (6) ◽  
pp. 558-564 ◽  
Author(s):  
Vanessa Stevens ◽  
Thomas P. Lodise ◽  
Brian Tsuji ◽  
Meagan Stringham ◽  
Jill Butterfield ◽  
...  

Objective.Bloodstream infections due to methicillin-resistant Staphylococcus aureus (MRSA) have been associated with significant risk of in-hospital mortality. The acute physiology and chronic health evaluation (APACHE) II score was developed and validated for use among intensive care unit (ICU) patients, but its utility among non-ICU patients is unknown. The aim of this study was to determine the ability of APACHE II to predict death at multiple time points among ICU and non-ICU patients with MRSA bacteremia.Design.Retrospective cohort study.Participants.Secondary analysis of data from 200 patients with MRSA bacteremia at 2 hospitals.Methods.Logistic regression models were constructed to predict overall in-hospital mortality and mortality at 48 hours, 7 days, 14 days, and 30 days using APACHE II scores separately in ICU and non-ICU patients. The performance of APACHE II scores was compared with age adjustment alone among all patients. Discriminatory ability was assessed using the c-statistic and was compared at each time point using X2 tests. Model calibration was assessed using the Hosmer-Lemeshow goodness-of-fit test.Results.APACHE II was a significant predictor of death at all time points in both ICU and non-ICU patients. Discrimination was high in all models, with c-statistics ranging from 0.72 to 0.84, and was similar between ICU and non-ICU patients at all time points. APACHE II scores significantly improved the prediction of overall and 48-hour mortality compared with age adjustment alone.Conclusions.The APACHE II score may be a valid tool to control for confounding or for the prediction of death among ICU and non-ICU patients with MRSA bacteremia.


2019 ◽  
Vol 35 (12) ◽  
pp. 1497-1504
Author(s):  
Elena Diaz ◽  
Irene Diaz ◽  
Cecilia del Busto ◽  
Dolores Escudero ◽  
Silvia Pérez

Background: Intensive care unit (ICU) environment disrupts the circadian rhythms due to environmental and other nonphotic synchronizers. The main purpose of this article is to establish whether critically patients have desynchronization at the molecular level after 1 week of stay in the ICU. Methods: The rhythm of Clock, Bmal1, Cry1, and Per2 genes in neuro-ICU patients (n = 11) on the first day after admission in the unit (1 day) and 1 week later (1 week) was studied, 4 time points throughout the day, at 6, 12, 18, and 24 hours. Human whole blood samples were obtained from neuro-ICU patients. The total RNA was isolated and each sample was reverse transcribed to complementary DNA and quantitative polymerase chain reaction (PCRq) was performed. The possible rhythm was studied using Fourier Series. Results: After 1 week, the clock gene rhythmicity completely disappeared. Messenger RNA (mRNA) expression for the 4 clock genes was shown rhythmicity at the first day after admission in the ICU. Circadian rhythmicity for none of them was observed but rather, ultradian rhythmicity was found. The expression of Clock, Bmal1, and Per2 mRNA after 1 week was similar in the 4-time point studies without significant fluctuation among the 4 time points analyzed. Discussion: Rhythmic mRNA expression is present at the first day after admission in the ICU. However, ICU stay during 1 week affects the molecular machinery of the biological clock generating chronodisruption. Circadian disruption is associated with the risk of several pathologies, thus, it seems to be clear that ICU stay in constant conditions could adversely affect patient evolution and probably, circadian resynchronization restoring clock gene expression could lead to a better clinical evolution of the patient. Conclusions: Clock genes disruption is observed in neuro-ICU patients. Light therapy as well as melatonin treatment could reduce the impact of ICU stay period in biological clock, thereby improving patients’ recovery.


2008 ◽  
Vol 29 (11) ◽  
pp. 1054-1065 ◽  
Author(s):  
Caroline Landelle ◽  
Alain Lepape ◽  
Adrien Français ◽  
Eve Tognet ◽  
Hélène Thizy ◽  
...  

Objectives.To measure the incidence of nosocomial infection (NI) among patients with septic shock according to the place of septic shock acquisition and to evaluate the increase in the risk of pulmonary infection associated with septic shock.Design.Prospective cohort study.Setting.TWO intensive care units (ICUs) of a French university hospital.Patients and Methods.The study included a total of 209 septic shock patients during the period December 1, 2001 through April 30, 2005. The place of septic shock acquisition for 108 patients was the community; for 87, the hospital; and for 14, the ICU. To evaluate the impact of septic shock on the development of pulmonary infection, a competitive and adjusted hazard ratio (aHR) model was applied to nontrauma ICU patients.Results.Among the 209 study patients, 48 (23%) experienced 66 NIs after septic shock. There was no significant difference in the NI attack rates according to place of acquisition: for the community acquisition group, 24 cases per 100 patients (95% confidence interval [CI], 16-32); for the hospital acquisition group, 20 cases per 100 patients (95% CI, 11-28); and for the ICU acquisition group, 36 cases per 100 patients (95% CI, 11-61) (P = .3). For nontrauma ICU patients, the presence of community-acquired septic shock was found to be independently associated with a higher incidence of pulmonary infection, compared with the absence of septic shock (aHR, 2.12 [95% CI, 1.08-4.16]; P = .03).Conclusions.The risk of NI did not differ by the place of septic shock acquisition. The risk of pulmonary infection was higher for ICU patients with community-acquired septic shock who were admitted for underlying nontrauma disease. Studies are needed to investigate the pathogenic mechanisms that facilitate pulmonary infection in this population, taking into account exposure to invasive devices and immunosuppression after the initial phase of septic shock.


2021 ◽  
pp. 014556132110185
Author(s):  
Mats Døving ◽  
Steven Anandan ◽  
Kjetil Gudmundson Rogne ◽  
Tor Paaske Utheim ◽  
Cathrine Brunborg ◽  
...  

Objectives: Open surgical tracheostomy (OST) is a common procedure performed on intensive care unit (ICU) patients. The procedure can be performed bedside in the ICU (bedside open surgical tracheostomy, BeOST) or in the operating room (operating room open surgical tracheostomy, OROST), with comparable safety and long-term complication rates. We aimed to perform a cost analysis and evaluate the use of human resources and the total time used for both BeOSTs and OROSTs. Methods: All OSTs performed in 2017 at 5 different ICUs at Oslo University Hospital Ullevål were retrospectively evaluated. The salaries of the personnel involved in the 2 procedures were obtained from the hospital’s finance department. The time taken and the number of procedures performed were extracted from annual reports and from the electronic patient record system, and the annual expenditures were calculated. Results: Altogether, 142 OSTs were performed, of which 122 (86%) and 20 (14%) were BeOSTs and OROSTs, respectively. A BeOST cost 343 EUR (95% CI: 241.4-444.6) less than an OROST. Bedside open surgical tracheostomies resulted in an annual cost efficiency of 41.818 EUR. In addition, BeOSTs freed 279 hours of operating room occupancy during the study year. Choosing BeOST instead of OROST made 1 nurse, 2 surgical nurses, and 1 anesthetic nurse redundant. Conclusion: Bedside open surgical tracheostomy appears to be cost-, time-, and resource-effective than OROST. In the absence of contraindications, BeOSTs should be performed in ICU patients whenever possible.


2021 ◽  
Vol 9 (1) ◽  
Author(s):  
Thomas Daix ◽  
Robin Jeannet ◽  
Ana Catalina Hernandez Padilla ◽  
Philippe Vignon ◽  
Jean Feuillard ◽  
...  

AbstractDuring COVID-19, immature granulocyte (IG) concentration is heterogeneous with higher concentrations than those found in bacterial sepsis. We investigated the relationship between IG levels at ICU admission and on days 7 (± 2) and 15 (± 2) and associated pulmonary bacterial infections in intensive care unit (ICU) patients hospitalized for an acute respiratory distress syndrome (ARDS) related to SARS-CoV-2. Patients with associated pulmonary bacterial infection had a peak of IGs. IG thresholds of 18% or 2 G/L allowed discriminating patients with ventilator associated pneumonia with 100% sensitivity and specificity. Our study supports that IGs could help identifying pulmonary bacterial infections in this population.


2016 ◽  
Vol 21 (30) ◽  
Author(s):  
Judith van Paassen ◽  
Anne Russcher ◽  
Astrid WM in 't Veld - van Wingerden ◽  
Paul E Verweij ◽  
Eduard J Kuijper

The prevalence of invasive aspergillosis (IA) at the intensive care unit (ICU) is unknown and difficult to assess since IA also develops in patients lacking specific host factors. In the Netherlands, increasing azole-resistance in Aspergillus fumigatus complicates treatment of patients with IA. The aim of this study was to determine the prevalence of IA by azole-resistant A. fumigatus at the ICU among patients receiving antifungal treatment and to follow their clinical outcome and prognosis. A retrospective cohort study was conducted in a university hospital ICU from January 2010 to December 2013. From all patients who received antifungal treatment for suspected IA, relevant clinical and microbiological data were collected using a standardised questionnaire. Of 9,121 admitted ICU-patients, 136 had received antifungal treatment for suspected IA, of which 38 had a positive A. fumigatus culture. Ten of the 38 patients harboured at least one azole-resistant isolate. Resistance mechanisms consisted of alterations in the cyp51A gene, more specific TR34/L98H and TR46/T289A/Y121F. Microsatellite typing did not show clonal relatedness, though isolates from two patients were genetically related. The overall 90-day mortality of patients with IA by azole-resistant A. fumigatus and patients with suspicion of IA by azole-susceptible isolates in the ICU was 100% (10/10) vs 82% (23/28) respectively. We conclude that the changing pattern of IA in ICU patients requires appropriate criteria for recognition, diagnosis and rapid resistance tests. The increase in azole resistance rates also challenges a reconsideration of empirical antifungal therapy.


Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 1119-1119
Author(s):  
Vassiliki Galea ◽  
Francoise Robert ◽  
Patrick Van Dreden ◽  
Barry J Woodhams ◽  
Grigoris T Gerotziafas ◽  
...  

Abstract Abstract 1119 Introduction Diagnosis of heparin-induced thrombocytopenia (HIT) in intensive care unit (ICU) patients represents a major challenge mainly because both the use of unfractionated heparin and the presence of thrombocytopenia are quite common. Despite the existence of several laboratory tests, accurate and prompt HIT diagnostics remains difficult. The ideal combination of an immunological and a functional test is restrictedto specialized laboratories, due to the complexity of the latter. We are in need of an easy-to-perform, widely accessible, rapid and reliably assay. Aim of the study To prospectively evaluate the performance of the latelar-flow immunoassay STic HIT Expert® (Diagnostica Stago, France) for the detection in ICU patients suspected for HIT. Patients-methods Seventy two patients (40 males/32 females) hospitalized in ICU from January to June 2012 were included. Thirty one patients presented with sepsis, 27 underwent extracorporeal circulation (ECC), 21 were hemodialysed and 3 patients were receiving chemotherapy. Sixty one patients were treated with unfractionated heparin and 11 patients received low molecular weight heparin (LMWH). A 4T's score was performed for all patients. All samples were tested in polyspecific ELISA (Zymutest Hyphen Biomed, Neuville-Sur-Oise, France), STic HIT Expert® (Diagnostica Stago, France) and serotonin release assay. In case of a positive polyspecific ELISA, IgG, IgM et IgA isotypes were also performed. Sensitivity, specificity, positive and negative predictive values (PPV an NPV) of STic HIT Expert® were determined against SRA. Results All three tests (polyspecific ELISA, STic HIT Expert®, SRA) were negative in forty patients and had a low HIT suspicion (4T's score: 0–4). In 10 out of 72 patients polyspecific all immunological tests and SRA were positive and HIT suspicion was intermediate or high (4T's score: 4–7). In 9 patients, ELISA tests and STic HIT Expert® were positive but SRA was negative. These patients had a low HIT suspicion (4T's score: 1–4) and underwent ECC (6 out of 9), were hemodialyzed (3 out of 9) or complicated by sepsis (2 out of 9). On the other hand 13 out of 72 patients had ELISA tests positive but STic HIT Expert® and SRA negative. The prevalence of sepsis was high in these patients (8 out of 13), 3 patients underwent ECC and one patient was hemodialysed. STic HIT Expert®, polyspecific and IgG specific ELISA had an excellent sensitivity and negative predictive value at 100%. Moreover STic HIT Expert® was associated with a smaller number of false positive results than the ELISAs. (Table) Conclusion STic HIT Expert® has an excellent performance with a high negative predictive value (100%) and a satisfactory specificity (85%). Less false positive results are detected with STic HIT Expert® than with polyspecific and IgG specific ELISAs. Moreover the test offers a shorter turnaround than ELISA tests and is an easy-to-use single sample test. These characteristics could help avoid HIT over diagnosis in ICU patients. Disclosures: No relevant conflicts of interest to declare.


PLoS ONE ◽  
2021 ◽  
Vol 16 (7) ◽  
pp. e0254316
Author(s):  
Eun-Young Lee ◽  
Jin-Hee Park

Objectives This study aimed to derive an in-depth understanding of the transfer experience of intensive care unit (ICU) patients in South Korea through a phenomenological analysis. Methods Participants were 15 adult patients who were admitted to a medical or surgical ICU at a university hospital for more than 48 hours before being transferred to a general ward. Data were collected three to five days after their transfer to the general ward from January to December 2017 through individual in-depth interviews and were analyzed using Colaizzi’s phenomenological data analysis method, phenomenological reduction, intersubjective reduction, and hermeneutic circle. Data analysis yielded eight themes and four theme clusters related to the unique experiences of domestic ICU patients in the process of transfer to the general ward. Results The four main themes of the patients’ transfer experiences were “hope amid despair,” “gratitude for being alive,” “recovery from suffering,” and “seeking a return to normality.” Conclusion Our findings expand the realistic and holistic understanding from the patient’s perspective. This study’s findings can contribute to the development of appropriate nursing interventions that can support preparation and adaptation to the transfer of ICU patients.


2019 ◽  
Vol 70 (8) ◽  
pp. 3008-3013
Author(s):  
Silvia Maria Stoicescu ◽  
Ramona Mohora ◽  
Monica Luminos ◽  
Madalina Maria Merisescu ◽  
Gheorghita Jugulete ◽  
...  

Difficulties in establishing the onset of neonatal sepsis has directed the medical research in recent years to the possibility of identifying early biological markers of diagnosis. Overdiagnosing neonatal sepsis leads to a higher rate and duration in the usage of antibiotics in the Neonatal Intensive Care Unit (NICU), which in term leads to a rise in bacterial resistance, antibiotherapy complications, duration of hospitalization and costs.Concomitant analysis of CRP (C Reactive Protein), procalcitonin, complete blood count, presepsin in newborn babies with suspicion of early or late neonatal sepsis. Presepsin sensibility and specificity in diagnosing neonatal sepsis. The study group consists of newborns admitted to Polizu Neonatology Clinic between 15th February- 15th July 2017, with suspected neonatal sepsis. We analyzed: clinical manifestations and biochemical markers values used for diagnosis of sepsis, namely the value of CRP, presepsin and procalcitonin on the onset day of the disease and later, according to evolution. CRP values may be influenced by clinical pathology. Procalcitonin values were mainly influenced by the presence of jaundice. Presepsin is the biochemical marker with the fastest predictive values of positive infection. Presepsin can be a useful tool for early diagnosis of neonatal sepsis and can guide the antibiotic treatment. Presepsin value is significantly higher in neonatal sepsis compared to healthy newborns (939 vs 368 ng/mL, p [ 0.0001); area under receiver operating curve (AUC) for presepsine was 0.931 (95% confidence interval 0.86-1.0). PSP has a greater sensibility and specificity compared to classical sepsis markers, CRP and PCT respectively (AUC 0.931 vs 0.857 vs 0.819, p [ 0.001). The cut off value for presepsin was established at 538 ng/mLwith a sensibility of 79.5% and a specificity of 87.2 %. The positive predictive value (PPV) is 83.8 % and negative predictive value (NPV) is 83.3%.


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