Prediction of regaining consciousness despite an early epileptiform EEG after cardiac arrest

ObjectiveAfter cardiac arrest (CA), epileptiform EEG, occurring in about 1/3 of patients, often but not invariably heralds poor prognosis. We tested the hypothesis that a combination of specific EEG features identifies patients who may regain consciousness despite early epileptiform patterns.MethodsWe retrospectively analyzed a registry of comatose patients post-CA (2 Swiss centers), including those with epileptiform EEG. Background and epileptiform features in EEGs 12–36 hours or 36–72 hours from CA were scored according to the American Clinical Neurophysiology Society nomenclature. Best Cerebral Performance Category (CPC) score within 3 months (CPC 1–3 vs 4–5) was the primary outcome. Significant EEG variables were combined in a score assessed with receiver operating characteristic curves, and independently validated in a US cohort; its correlation with serum neuron-specific enolase (NSE) was also tested.ResultsOf 488 patients, 107 (21.9%) had epileptiform EEG <72 hours; 18 (17%) reached CPC 1–3. EEG 12–36 hours background continuity ≥50%, absence of epileptiform abnormalities (p < 0.00001 each), 12–36 and 36–72 hours reactivity (p < 0.0001 each), 36–72 hours normal background amplitude (p = 0.0004), and stimulus-induced discharges (p = 0.0001) correlated with favorable outcome. The combined 6-point score cutoff ≥2 was 100% sensitive (95% confidence interval [CI], 78%–100%) and 70% specific (95% CI, 59%–80%) for CPC 1–3 (area under the curve [AUC], 0.98; 95% CI, 0.94–1.00). Increasing score correlated with NSE (ρ = −0.46, p = 0.0001). In the validation cohort (41 patients), the score was 100% sensitive (95% CI, 60%–100%) and 88% specific (95% CI, 73%–97%) for CPC 1–3 (AUC, 0.96; 95% CI, 0.91–1.00).ConclusionPrognostic value of early epileptiform EEG after CA can be estimated combining timing, continuity, reactivity, and amplitude features in a score that correlates with neuronal damage.

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Assessment of Procalcitonin to Predict Outcome in Hypothermia-Treated Patients after Cardiac Arrest

Critical Care Research and Practice ◽

10.1155/2011/631062 ◽

2011 ◽

Vol 2011 ◽

pp. 1-7 ◽

Cited By ~ 6

Author(s):

Pascal Stammet ◽

Yvan Devaux ◽

Francisco Azuaje ◽

Christophe Werer ◽

Christiane Lorang ◽

...

Keyword(s):

Cardiac Arrest ◽

Neurological Outcome ◽

Outcome Prediction ◽

Cerebral Performance Category ◽

Area Under The Curve ◽

Simplified Acute Physiology Score ◽

Induced Hypothermia ◽

Neurological Sequelae ◽

Performance Category ◽

Good Outcome

Objective. Determine the potential of procalcitonin (PCT) to predict neurological outcome after hypothermia treatment following cardiac arrest.Methods. Retrospective analysis of patient data over a 2-year period. Mortality and neurological outcome of survivors were determined 6 months after cardiac arrest using the Cerebral Performance Category (CPC) score.Results. Data from 53 consecutive patients were analyzed. Median age was 63 (54–71) and 79% were male. Twenty-seven patients had good outcome (CPC ≤ 2) whereas 26 had severe neurological sequelae or died (CPC 3–5). At 48 h, after regaining normothermia, PCT was significantly higher in patients with bad outcome compared to those with good outcome: 3.38 (1.10–24.48) versus 0.28 (0–0.75) ng/mL (). PCT values correlated with bad neurological outcome (, ) and predicted outcome with an area under the curve of 0.84 (95% CI 0.73–0.96). A cutoff point of 1 ng/mL provided a sensitivity of 85% and a specificity of 81%. Above a PCT level of 16 ng/mL, no patient regained consciousness. PCT provided an additive value over simplified acute physiology score II.Conclusions. PCT might be an ancillary marker for outcome prediction after cardiac arrest treated by induced hypothermia.

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Impact of the cardiopulmonary resuscitation-related injuries on the prognosis after cardiac arrest

European Heart Journal ◽

10.1093/ehjci/ehaa946.1819 ◽

2020 ◽

Vol 41 (Supplement_2) ◽

Author(s):

C Merino Argos ◽

I Marco Clement ◽

S.O Rosillo Rodriguez ◽

L Martin Polo ◽

E Arbas Redondo ◽

...

Keyword(s):

Cardiac Arrest ◽

Cardiopulmonary Resuscitation ◽

Cerebral Performance Category ◽

University Hospital ◽

Temperature Management ◽

Performance Category ◽

Neurological Outcomes ◽

Cardiac Care Unit ◽

Sternal Fractures

Abstract Background Cardiopulmonary resuscitation (CPR) manoeuvres involve vigorous compressions with the proper depth and rate in order to keep sufficient perfusion to organs, especially the brain. Accordingly, high incidences of CPR-related injuries (CPR-RI) have been observed in survivors after cardiac arrest (CA). Purpose To analyse whether CPR-related injuries have an impact on the survival and neurological outcomes of comatose survivors after CA. Methods Observational prospective database of consecutive patients (pts) admitted to the acute cardiac care unit of a tertiary university hospital after in-hospital and out-of-hospital CA (IHCA and OHCA) treated with targeted temperature management (TTM 32–34°) from August 2006 to December 2019. CPR-RI were diagnosed by reviewing medical records and analysing image studies during hospitalization. Results A total of 498 pts were included; mean age was 62.7±14.5 years and 393 (78.9%) were men. We found a total of 145 CPR-RI in 109 (21.9%) pts: 79 rib fractures, 20 sternal fractures, 5 hepatic, 5 gastrointestinal, 3 spleen, 1 kidney, 26 lung and 6 heart injuries. Demographic characteristics and cardiovascular risk factors did not differ between the non-CPR-RI group and CPR-RI group. Also, we did not find differences in CA features (Table 1). Survival at discharge was higher in the CPR-RI group [74 (67.8%) vs 188 (48.3%); p<0.001]. Moreover, Cerebral Performance Category (CPC) 1–2 within a 3-month follow-up was significantly higher in the CPR-RI group [(71 (65.1%) vs 168 (43.2%); p<0.001; Figure 1]. Finally, pts who recieved blood transfusions were proportionally higher in the CPR-RI group [34 (32.1%) vs 65 (16.7%)]; p=0.004). Conclusions In our cohort, the presence of CPR-RI was associated with higher survival at discharge and better neurological outcomes during follow-up. Figure 1 Funding Acknowledgement Type of funding source: None

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Evaluation of alpha-l-fucosidase for the diagnosis of hepatocellular carcinoma based on meta-analysis

LaboratoriumsMedizin ◽

10.1515/labmed-2019-0152 ◽

2020 ◽

Vol 0 (0) ◽

Cited By ~ 1

Author(s):

Lei Xi ◽

Chunqing Yang

Keyword(s):

Hepatocellular Carcinoma ◽

Operating Characteristic ◽

Meta Analysis ◽

Area Under The Curve ◽

Diagnostic Odds Ratio ◽

Diagnostic Value ◽

Receiver Operating Characteristic Curves ◽

Sensitivity Specificity ◽

Review Manager

AbstractObjectivesThe main aim of the present study was to assess the diagnostic value of alpha-l-fucosidase (AFU) for hepatocellular carcinoma (HCC).MethodsStudies that explored the diagnostic value of AFU in HCC were searched in EMBASE, SCI, and PUBMED. The sensitivity, specificity, and DOR about the accuracy of serum AFU in the diagnosis of HCC were pooled. The methodological quality of each article was evaluated with QUADAS-2 (quality assessment for studies of diagnostic accuracy 2). Receiver operating characteristic curves (ROC) analysis was performed. Statistical analysis was conducted by using Review Manager 5 and Open Meta-analyst.ResultsEighteen studies were selected in this study. The pooled estimates for AFU vs. α-fetoprotein (AFP) in the diagnosis of HCC in 18 studies were as follows: sensitivity of 0.7352 (0.6827, 0.7818) vs. 0.7501 (0.6725, 0.8144), and specificity of 0.7681 (0.6946, 0.8283) vs. 0.8208 (0.7586, 0.8697), diagnostic odds ratio (DOR) of 7.974(5.302, 11.993) vs. 13.401 (8.359, 21.483), area under the curve (AUC) of 0.7968 vs. 0.8451, respectively.ConclusionsAFU is comparable to AFP for the diagnosis of HCC.

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Usefulness of sialic acid for diagnosis of sepsis in critically ill patients: a retrospective study

BMC Anesthesiology ◽

10.1186/s12871-020-01197-2 ◽

2020 ◽

Vol 20 (1) ◽

Author(s):

Bo Yao ◽

Wen-juan Liu ◽

Di Liu ◽

Jin-yan Xing ◽

Li-juan Zhang

Keyword(s):

Sialic Acid ◽

Critically Ill ◽

Critically Ill Patients ◽

Incomplete Data ◽

Acid Level ◽

Operating Characteristic ◽

Area Under The Curve ◽

Diagnostic Efficacy ◽

Receiver Operating Characteristic Curves ◽

Sensitivity Specificity

Abstract Background Early diagnosis of sepsis is very important. It is necessary to find effective and adequate biomarkers in order to diagnose sepsis. In this study, we compared the value of sialic acid and procalcitonin for diagnosing sepsis. Methods Newly admitted intensive care unit patients were enrolled from January 2019 to June 2019. We retrospectively collected patient data, including presence of sepsis or not, procalcitonin level and sialic acid level. Receiver operating characteristic curves for the ability of sialic acid, procalcitonin and combination of sialic acid and procalcitonin to diagnose sepsis were carried out. Results A total of 644 patients were admitted to our department from January 2019 to June 2019. The incomplete data were found in 147 patients. Finally, 497 patients data were analyzed. The sensitivity, specificity and area under the curve for the diagnosis of sepsis with sialic acid, procalcitonin and combination of sialic acid and procalcitonin were 64.2, 78.3%, 0.763; 67.9, 84.0%, 0.816 and 75.2, 84.6%, 0.854. Moreover, sialic acid had good values for diagnosing septic patients with viral infection, with 87.5% sensitivity, 82.2% specificity, and 0.882 the area under the curve. Conclusions Compared to procalcitonin, sialic acid had a lower diagnostic efficacy for diagnosing sepsis in critically ill patients. However, the combination of sialic acid and procalcitonin had a higher diagnostic efficacy for sepsis. Moreover, sialic acid had good value for diagnosing virus-induced sepsis.

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Abstract 115: One-Year Outcomes in Individual Domains of the Cerebral Performance Category Extended

Circulation ◽

10.1161/circ.138.suppl_2.115 ◽

2018 ◽

Vol 138 (Suppl_2) ◽

Author(s):

Katharyn L Flickinger ◽

Melissa J Repine ◽

Stephany Jaramillo ◽

Allison C Koller ◽

Margo Holm ◽

...

Keyword(s):

Cardiac Arrest ◽

Return To Work ◽

Short Term Memory ◽

Demographic Data ◽

Cerebral Performance Category ◽

Logical Thinking ◽

Short Term ◽

Performance Category ◽

Term Memory

Introduction: Cognitive and physical impairments are common in cardiac arrest survivors. Global measures including the Modified Rankin Scale (mRS), Cerebral Performance Category (CPC) and the 10-domain CPC-Extended (CPC-E) tend to improve over 1 year. The CPC-E is scored from 1-5 with higher scores signifying greater impairment. However, with the CPC-E, individual functional domains (alertness, logical thinking, attention, motor skills, short-term memory, basic and complex activities of daily living (ADL), mood, fatigue, and return to work) may recover at different rates. Hypothesis: We hypothesized that patients would have recovery in all domains of the CPC-E at 1 year after index cardiac arrest. Methods: A prospective cohort study of cardiac arrest survivors was conducted between 2/1/16 and 5/31/17. Chart review was done for baseline demographic data. Outcome measures including mRS, CPC, and CPC-E scores were assessed at discharge, 3 months, 6 months, and 1 year. We defined recovery of a CPC-E domain when >90% of patients had scores of 1-2 in that domain. Results: Of 71 subjects, 35 completed the CPC-E at discharge, 35 at 3 months, 25 at 6 months and 31 at 1 year. The most common reasons for exclusion were patient declined or were lost to follow up. The majority (N=37; 52%) were female, with a mean (SD) age of 58(17) years. Most arrests occurred out of hospital (N= 49; 69%), 27 (38%) had a shockable rhythm and the majority (N=37; 54%) were discharged home. CPC-E domains of alertness (N=35, 100%) logical thinking (N=35; 100%), and attention (N=33; 94%) recovered by hospital discharge. BADLs were recovered by 3 months (N=33; 94%). The majority of patients (N=24;77%) experienced slight-to-no disability or symptoms (mRS 0-2 / CPC 1-2) at 1 year follow up. CPC-E short term memory (67%), motor (87%), mood (87%), fatigue (13%), complex ADL (74%), and return to work (55%) did not recover fully by 1 year. Conclusions: In survivors of cardiac arrest, CPC-E domains of alertness, logical thinking, and attention recover rapidly, while domains of short term memory, motor, mood, fatigue, complex ADL and ability to return to work are chronically impaired 1 year after arrest. Interventions to improve recovery in these domains are needed.

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The Overall Performance Category and Cerebral Performance Category to assess neurologic intact survival at discharge from a cardiac arrest. A good estimate of patients’ functioning?

Resuscitation ◽

10.1016/j.resuscitation.2013.08.138 ◽

2013 ◽

Vol 84 ◽

pp. S53

Author(s):

Stefanie Beesems ◽

Kim Wittebrood ◽

Rob de Haan ◽

Rudolph Koster

Keyword(s):

Cardiac Arrest ◽

Cerebral Performance Category ◽

Performance Category ◽

Overall Performance

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Serum Levels of Neuron-Specific Enolase in Children With Diabetic Ketoacidosis

Journal of Child Neurology ◽

10.1177/0883073816686718 ◽

2017 ◽

Vol 32 (5) ◽

pp. 475-481 ◽

Cited By ~ 3

Author(s):

Sherifa Hamed ◽

Kotb Abbass Metwalley ◽

Hekma Saad Farghaly ◽

Tahra Sherief

Keyword(s):

Diabetic Ketoacidosis ◽

Neuronal Damage ◽

Neuron Specific Enolase ◽

Serum Levels ◽

Time Points ◽

Factors Associated ◽

Neurologic Disorders ◽

Younger Age ◽

Serum Neuron Specific Enolase ◽

Sensitive Marker

Neuron-specific enolase is a sensitive marker of neuronal damage in various neurologic disorders. This study aimed to measure serum neuron-specific enolase levels at different time points and severities of diabetic ketoacidosis. This study included 90 children (age 9.2 ± 3.4 years) with diabetic ketoacidosis. Neuron-specific enolase was measured at 3 time points (baseline and after 12 and 24 hours of starting treatment). Among patients, 74.4% had diagnosis of new diabetes, 60% had Glasgow Coma Scale score <15, and 75.6% had moderate/severe diabetic ketoacidosis. Compared with controls (n = 30), children with diabetic ketoacidosis had higher neuron-specific enolase levels at the 3 time points ( P = .0001). In multiple regression analysis, the factors associated with higher neuron-specific enolase levels were younger age, higher glucose, lower pH, and bicarbonate values. This study indicates that serum neuron-specific enolase is elevated in diabetic ketoacidosis and correlated with the severity of hyperglycemia, ketosis, and acidosis. This study indicates that diabetic ketoacidosis may cause neuronal injury from which the patients recovered partially but not completely.

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Considerations on the region of interest in the ROC space

Statistical Methods in Medical Research ◽

10.1177/09622802211060515 ◽

2021 ◽

pp. 096228022110605

Author(s):

Luigi Lavazza ◽

Sandro Morasca

Keyword(s):

Receiver Operating Characteristic ◽

Operating Characteristic ◽

False Positive Rate ◽

Area Under The Curve ◽

Region Of Interest ◽

True Positive Rate ◽

True Positive ◽

Receiver Operating Characteristic Curves ◽

Positive Rate ◽

Receiver Operating

Receiver Operating Characteristic curves have been widely used to represent the performance of diagnostic tests. The corresponding area under the curve, widely used to evaluate their performance quantitatively, has been criticized in several respects. Several proposals have been introduced to improve area under the curve by taking into account only specific regions of the Receiver Operating Characteristic space, that is, the plane to which Receiver Operating Characteristic curves belong. For instance, a region of interest can be delimited by setting specific thresholds for the true positive rate or the false positive rate. Different ways of setting the borders of the region of interest may result in completely different, even opposing, evaluations. In this paper, we present a method to define a region of interest in a rigorous and objective way, and compute a partial area under the curve that can be used to evaluate the performance of diagnostic tests. The method was originally conceived in the Software Engineering domain to evaluate the performance of methods that estimate the defectiveness of software modules. We compare this method with previous proposals. Our method allows the definition of regions of interest by setting acceptability thresholds on any kind of performance metric, and not just false positive rate and true positive rate: for instance, the region of interest can be determined by imposing that [Formula: see text] (also known as the Matthews Correlation Coefficient) is above a given threshold. We also show how to delimit the region of interest corresponding to acceptable costs, whenever the individual cost of false positives and false negatives is known. Finally, we demonstrate the effectiveness of the method by applying it to the Wisconsin Breast Cancer Data. We provide Python and R packages supporting the presented method.

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Abstract 240: Are the Same Resuscitation Protocols Needed for Highly Aged Victims With Out-of-Hospital Cardiac Arrest as Middle or Younger Aged?

Circulation ◽

10.1161/circ.138.suppl_2.240 ◽

2018 ◽

Vol 138 (Suppl_2) ◽

Author(s):

Hiroyuki Hanada ◽

Yoshio Tahara ◽

Satoshi Yasuda ◽

Teruo Noguchi ◽

Kunihiro Nishimura ◽

...

Keyword(s):

Cardiac Arrest ◽

Total Population ◽

Cerebral Performance Category ◽

Population Based ◽

Aged Patients ◽

Performance Category ◽

Aging Society ◽

Shockable Rhythm ◽

Activity Of Daily Life ◽

Hospital Cardiac Arrest

Backgrounds: The population of elderly people aged 65 years or older in 2014 is 33 million, and the aging rate (proportion of the total population) is 26.0% in Japan. Victims facing to out of hospital cardiac arrest (OHCA) are getting older and older. Emergency medical system (EMS) in Japan must do the same resuscitation protocols once called to the patient with OHCA, even when he or she is very old and activity of daily life is very low. We need to clarify whether same resuscitation protocols are required to very highly aged patients with OHCA or not. Methods and Results: From January 2005 through December 2014, we conducted a prospective, population-based, observational study involving the consecutive patients across Japan who had OHCA (n= 1,299,784). The percentage of patients with OHCA aged more than 80 years old was increasing from 37.1% in 2005 to 47.8% in 2014 by 1% each year. Survival at one month after OHCA with cerebral performance category (CPC) scale 1 or 2 were 4,368 out of total 318,590 OHCA (1.4%) in 80’s, 1043 out of 126,546 (0.8%) in 90’s, and 35 out of 5,544 (0.6%) in aged more than 100 (from 100 to 114). Survival at one month after OHCA with CPC scale 1 or 2 was 11.084 out of 234,366 (4.7%) in 50- 60’s. Patients with witnessed OHCA with shockable rhythm and by-stander CPR survived to CPC 1 or 2 at one month after OHCA were 8.0% in 80’s, 4.1% in 90’s, 0 in aged more than 100, and 22.2% in 50-60’s respectably. Conclusion: Number of survivors with CPC 1 or 2 were very few in patients with OHCA aged more than 80 years old, but still existed. Although the same resuscitation protocols are needed for highly aged victims with OHCA, another system which arrow EMS to stop resuscitation should be established in the highly aging society.

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