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1.
Pediatr Res ; 93(6): 1539-1545, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-36042330

RESUMEN

BACKGROUND: Peripheral intravenous analysis (PIVA) has been shown to be more sensitive than central venous pressure (CVP) for detecting hemorrhage and volume overload. We hypothesized that PIVA is superior to CVP for detecting right ventricular (RV) failure in a rat model of respiratory arrest. METHODS: Eight Wistar rats were studied in accordance with the ARRIVE guidelines. CVP, mean arterial pressure (MAP), and PIVA were recorded. Respiratory arrest was achieved with IV Rocuronium. PIVA utilizes Fourier transform to quantify the amplitude of the peripheral venous waveform, expressed as the "f1 amplitude". RV diameter was measured with transthoracic echocardiography. RESULTS: RV diameter increased from 0.34 to 0.54 cm during arrest, p = 0.001, and returned to 0.33 cm post arrest, p = 0.97. There was an increase in f1 amplitude from 0.07 to 0.38 mmHg, p = 0.01 and returned to 0.08 mmHg, p = 1.0. MAP decreased from 119 to 67 mmHg, p = 0.004 and returned to 136 mmHg, p = 0.50. There was no significant increase in CVP from 9.3 mmHg at baseline to 10.5 mmHg during respiratory arrest, p = 0.91, and recovery to 8.6 mmHg, p = 0.81. CONCLUSIONS: This study highlights the utility of PIVA to detect RV failure in small-caliber vessels, comparable to peripheral veins in the human pediatric population. IMPACT: Right ventricular failure remains a diagnostic challenge, particularly in pediatric patients with small vessel sizes limiting invasive intravascular monitor use. Intravenous analysis has shown promise in detecting hypovolemia and volume overload. Intravenous analysis successfully detects right ventricular failure in a rat respiratory arrest model. Intravenous analysis showed utility despite utilizing small peripheral venous access and therefore may be applicable to a pediatric population. Intravenous analysis may be helpful in differentiating various types of shock.


Asunto(s)
Insuficiencia Cardíaca , Insuficiencia Respiratoria , Humanos , Niño , Animales , Ratas , Ratas Wistar , Presión Venosa Central , Ecocardiografía , Infusiones Intravenosas
2.
Anesth Analg ; 136(5): 941-948, 2023 05 01.
Artículo en Inglés | MEDLINE | ID: mdl-37058731

RESUMEN

BACKGROUND: Early detection and quantification of perioperative hemorrhage remains challenging. Peripheral intravenous waveform analysis (PIVA) is a novel method that uses a standard intravenous catheter to detect interval hemorrhage. We hypothesize that subclinical blood loss of 2% of the estimated blood volume (EBV) in a rat model of hemorrhage is associated with significant changes in PIVA. Secondarily, we will compare PIVA association with volume loss to other static, invasive, and dynamic markers. METHODS: Eleven male Sprague Dawley rats were anesthetized and mechanically ventilated. A total of 20% of the EBV was removed over ten 5 minute-intervals. The peripheral intravenous pressure waveform was continuously transduced via a 22-G angiocatheter in the saphenous vein and analyzed using MATLAB. Mean arterial pressure (MAP) and central venous pressure (CVP) were continuously monitored. Cardiac output (CO), right ventricular diameter (RVd), and left ventricular end-diastolic area (LVEDA) were evaluated via transthoracic echocardiogram using the short axis left ventricular view. Dynamic markers such as pulse pressure variation (PPV) were calculated from the arterial waveform. The primary outcome was change in the first fundamental frequency (F1) of the venous waveform, which was assessed using analysis of variance (ANOVA). Mean F1 at each blood loss interval was compared to the mean at the subsequent interval. Additionally, the strength of the association between blood loss and F1 and each other marker was quantified using the marginal R2 in a linear mixed-effects model. RESULTS: PIVA derived mean F1 decreased significantly after hemorrhage of only 2% of the EBV, from 0.17 to 0.11 mm Hg, P = .001, 95% confidence interval (CI) of difference in means 0.02 to 0.10, and decreased significantly from the prior hemorrhage interval at 4%, 6%, 8%, 10%, and 12%. Log F1 demonstrated a marginal R2 value of 0.57 (95% CI 0.40-0.73), followed by PPV 0.41 (0.28-0.56) and CO 0.39 (0.26-0.58). MAP, LVEDA, and systolic pressure variation displayed R2 values of 0.31, and the remaining predictors had R2 values ≤0.2. The difference in log F1 R2 was not significant when compared to PPV 0.16 (95% CI -0.07 to 0.38), CO 0.18 (-0.06 to 0.04), or MAP 0.25 (-0.01 to 0.49) but was significant for the remaining markers. CONCLUSIONS: The mean F1 amplitude of PIVA was significantly associated with subclinical blood loss and most strongly associated with blood volume among the markers considered. This study demonstrates feasibility of a minimally invasive, low-cost method for monitoring perioperative blood loss.


Asunto(s)
Presión Arterial , Volumen Sanguíneo , Masculino , Animales , Ratas , Ratas Sprague-Dawley , Presión Sanguínea , Hemorragia/diagnóstico , Hemodinámica
3.
Paediatr Anaesth ; 33(8): 665-667, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37128678

RESUMEN

Diabetic ketoacidosis is the leading cause of morbidity and mortality in children with type 1 diabetes. Management of diabetic ketoacidosis requires meticulous monitoring and treatment of severe dehydration and metabolic derangement. We present an adolescent patient who was diagnosed with diabetic ketoacidosis during spinal fusion for idiopathic scoliosis and discuss the management of this unexpected intraoperative emergency.


Asunto(s)
Diabetes Mellitus Tipo 1 , Cetoacidosis Diabética , Escoliosis , Niño , Adolescente , Humanos , Diabetes Mellitus Tipo 1/complicaciones , Cetoacidosis Diabética/diagnóstico , Cetoacidosis Diabética/terapia , Escoliosis/cirugía
4.
J Cardiothorac Vasc Anesth ; 36(7): 2046-2050, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-34272116

RESUMEN

Pulmonary venous thrombosis (PVT) is a rare but potentially devastating disease state with a largely unknown incidence. The most common etiologies of PVT are secondary to complications of lung surgery, malignancy, catheter ablation for atrial fibrillation, and idiopathic causes. Diagnosis can be challenging because presenting symptoms often are vague and nonspecific, or even asymptomatic, and traditional diagnostic modalities, such as chest radiography and arterial phase computed tomography scans, are poor techniques for diagnosis. The authors present a case of a patient presenting for pulmonary thromboendarterectomy for a presumed diagnosis of chronic thromboembolic pulmonary hypertension who was found incidentally to have a PVT, on intraoperative transesophageal echocardiography. Due to significant thrombus burden, the new finding of PVT, and known association of PVT and malignancy, a biopsy of mediastinal lymph nodes was obtained, which revealed metastatic cervical carcinoma. The pulmonary endarterectomy procedure was aborted.


Asunto(s)
Hipertensión Pulmonar , Embolia Pulmonar , Trombosis de la Vena , Endarterectomía/métodos , Humanos , Hipertensión Pulmonar/diagnóstico por imagen , Hipertensión Pulmonar/etiología , Hipertensión Pulmonar/cirugía , Pulmón , Embolia Pulmonar/complicaciones , Embolia Pulmonar/diagnóstico por imagen , Embolia Pulmonar/cirugía , Trombosis de la Vena/complicaciones , Trombosis de la Vena/diagnóstico por imagen
5.
J Cardiothorac Vasc Anesth ; 35(1): 176-186, 2021 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-32127269

RESUMEN

Williams syndrome (WS) is a relatively rare congenital disorder which manifests across multiple organ systems with a wide spectrum of severity. Cardiovascular anomalies are the most common and concerning manifestations of WS, with supravalvar aortic stenosis present in up to 70% of patients with WS. Although a relatively rare disease, these patients frequently require sedation or anesthesia for a variety of medical procedures. The risk of sudden death in this population is 25 to 100 times that of the general population, with many documented deaths associated with sedation or anesthesia. This increased risk coupled with a disproportionately frequent need for anesthetic care renders it prudent for the anesthesiologist to have a firm understanding of the manifestations of WS. In the following review, the authors discuss pertinent clinical characteristics of WS along with particular anesthetic considerations for the anesthesiologist caring for patients with WS presenting for non-cardiac surgery.


Asunto(s)
Anestesia , Anestésicos , Estenosis Aórtica Supravalvular , Síndrome de Williams , Anestesia/efectos adversos , Anestésicos/efectos adversos , Humanos
6.
J Cardiovasc Electrophysiol ; 31(10): 2762-2764, 2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-33462878

RESUMEN

Patients with cardiac implantable electronic devices (CIED) and implantable cardioverter-defibrillator (ICD) devices frequently present for surgical procedures. If electrocautery is used, careful planning is needed to avoid inappropriate device function or device damage. Published consensus statements suggest that if the surgery is below the umbilicus, interference is typically minimal, and therefore it is not recommended to reprogram or disable the CIED. When these guidelines were published, full-body return electrodes were not commonly used in clinical practice, and therefore were not addressed in the recommendations. A 76-year-old male with a single chamber ICD underwent bladder surgery under general anesthesia. Monopolar cautery was used with a full-body return electrode. The patient had undergone a similar procedure multiple times prior utilizing a traditional thigh adhesive return electrode without any inappropriate ICD discharges. During the procedure, the patient's movement was noted with electrocautery use which was suspected to be an inappropriate discharge of his ICD. Device interrogation was performed confirming two antitachycardia pacing therapies and four defibrillations due to interference from the electrocautery. This case examines inappropriate ICD discharge related to interference from electrocautery when utilizing a full-body return electrode, despite a subumbilical location of surgery. Current consensus statement guidelines do not recommend device reprogramming or magnet used when surgery is below the umbilicus, however, these full-body return electrodes were not routinely used when these guidelines were published. Based on these results, the authors avoid full-body return electrodes in patients with CIEDs.


Asunto(s)
Desfibriladores Implantables , Marcapaso Artificial , Neoplasias de la Vejiga Urinaria , Anciano , Electrocoagulación/efectos adversos , Humanos , Masculino , Alta del Paciente , Neoplasias de la Vejiga Urinaria/cirugía
7.
J Card Fail ; 26(2): 136-141, 2020 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-31574315

RESUMEN

BACKGROUND: Outpatient monitoring and management of patients with heart failure (HF) reduces hospitalizations and health care costs. However, the availability of noninvasive approaches to assess congestion is limited. Noninvasive venous waveform analysis (NIVA) uses a unique physiologic signal, the morphology of the venous waveform, to assess intracardiac filling pressures. This study is a proof of concept analysis of the correlation between NIVA value and pulmonary capillary wedge pressure (PCWP) and the ability of the NIVA value to predict PCWP > 18 mmHg in subjects undergoing elective right heart catheterization (RHC). PCWP was also compared across common clinical correlates of congestion. METHODS AND RESULTS: A prototype NIVA device, which consists of a piezoelectric sensor placed over the skin on the volar aspect of the wrist, connected to a data-capture control box, was used to collect venous waveforms in 96 patients during RHC. PCWP was collected at end-expiration by an experienced cardiologist. The venous waveform signal was transformed to the frequency domain (Fourier transform), where a ratiometric algorithm of the frequencies of the pulse rate and its harmonics was used to derive a NIVA value. NIVA values were successfully captured in 83 of 96 enrolled patients. PCWP ranged from 4-40 mmHg with a median of 13 mmHg. NIVA values demonstrated a linear correlation with PCWP (r = 0.69, P < 0.05). CONCLUSIONS: This observational proof-of-concept study using a prototype NIVA device demonstrates a moderate correlation between NIVA value and PCWP in patients undergoing RHC. NIVA, thus, represents a promising developing technology for noninvasive assessment of congestion in spontaneously breathing patients.


Asunto(s)
Cateterismo Cardíaco/métodos , Insuficiencia Cardíaca/diagnóstico , Presión Esfenoidal Pulmonar/fisiología , Análisis de la Onda del Pulso/métodos , Volumen Sistólico/fisiología , Adulto , Anciano , Femenino , Insuficiencia Cardíaca/fisiopatología , Insuficiencia Cardíaca/cirugía , Humanos , Masculino , Persona de Mediana Edad , Análisis de Componente Principal/métodos
8.
BMC Nephrol ; 21(1): 194, 2020 05 24.
Artículo en Inglés | MEDLINE | ID: mdl-32448178

RESUMEN

BACKGROUND: Accurate assessment of volume status to direct dialysis remains a clinical challenge. Despite current attempts at volume-directed dialysis, inadequate dialysis and intradialytic hypotension (IDH) are common occurrences. Peripheral venous waveform analysis has recently been developed as a method to accurately determine intravascular volume status through algorithmic quantification of changes in the waveform that occur at different volume states. A noninvasive method to capture peripheral venous signals is described (Non-Invasive Venous waveform Analysis, NIVA). The objective of this proof-of-concept study was to characterize changes in NIVA signal with dialysis. We hypothesized that there would be a change in signal after dialysis and that the rate of intradialytic change in signal would be predictive of IDH. METHODS: Fifty subjects undergoing inpatient hemodialysis were enrolled. A 10-mm piezoelectric sensor was secured to the middle volar aspect of the wrist on the extremity opposite to the access site. Signals were obtained fifteen minutes before, throughout, and up to fifteen minutes after hemodialysis. Waveforms were analyzed after a fast Fourier transformation and identification of the frequencies corresponding to the cardiac rate, with a NIVA value generated based on the weighted powers of these frequencies. RESULTS: Adequate quality (signal to noise ratio > 20) signals pre- and post- dialysis were obtained in 38 patients (76%). NIVA values were significantly lower at the end of dialysis compared to pre-dialysis levels (1.203 vs 0.868, p < 0.05, n = 38). Only 16 patients had adequate signals for analysis throughout dialysis, but in this small cohort the rate of change in NIVA value was predictive of IDH with a sensitivity of 80% and specificity of 100%. CONCLUSIONS: This observational, proof-of-concept study using a NIVA prototype device suggests that NIVA represents a novel and non-invasive technique that with further development and improvements in signal quality may provide static and continuous measures of volume status to assist with volume directed dialysis and prevent intradialytic hypotension.


Asunto(s)
Volumen Sanguíneo , Hipotensión/etiología , Monitoreo Fisiológico/métodos , Diálisis Renal/efectos adversos , Procesamiento de Señales Asistido por Computador , Adulto , Anciano , Anciano de 80 o más Años , Volumen Sanguíneo/fisiología , Femenino , Análisis de Fourier , Humanos , Masculino , Persona de Mediana Edad , Monitoreo Fisiológico/instrumentación , Prueba de Estudio Conceptual , Sensibilidad y Especificidad , Relación Señal-Ruido
9.
J Christ Nurs ; 37(3): 170-175, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32044846

RESUMEN

In an effort to improve students' comfort level and confidence with spiritual care, nursing faculty initiated a classroom activity to encourage students to think about and reflect upon 10 questions. Students responded by answering whether they had ever thought about the question being asked, then writing a short narrative response. Topics included issues about life, death, afterlife, spiritual well-being, truth, and God. Although 88.8% of participants (n = 107) considered themselves to be religious or spiritual, results revealed many had never thought about the questions being asked. Based on these findings, nurse educators should consider including a similar classroom reflection exercise to better prepare students for providing spiritual care prior to beginning clinical rotations.


Asunto(s)
Estudiantes de Enfermería , Docentes de Enfermería , Humanos , Narración , Espiritualidad , Escritura
10.
J Cardiothorac Vasc Anesth ; 33(7): 1926-1929, 2019 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-30642679

RESUMEN

OBJECTIVE: To evaluate the effect of dynamic ultrasound (US) on the need for surgical intervention to achieve successful arterial cannulation in the pediatric cardiac surgery population. DESIGN: Retrospective, observational study. SETTING: Single, academic, pediatric hospital in the United States. PARTICIPANTS: The study comprised 3,569 consecutive patients who had an arterial catheter placed in the operating room before undergoing congenital heart surgery between January 2004 and September 2016. INTERVENTIONS: Dynamic US was used in 2,064 cases (57.83%) to obtain arterial access. Arterial cannulation by palpation was performed in the remaining 37.8% of cases. Surgical cutdown for arterial access was required in 192 cases after failed cannulation attempts by the anesthesia team. MEASUREMENTS AND MAIN RESULTS: Use of US was associated with an overall decrease in the need for surgical access from 10.43% to 1.70% (p < 0.0001). In patients younger than 30 days, US decreased the rate of surgical access, from 19.62% to 2.65% (p < 0.0001). This significant decrease also was observed in patients 1 to 6 months old (13.93% v 3.73%; p < 0.0001), 7 to 12 months old (7.34% v 0.00%, p < 0.0001), and older than 2 years (1.12% v 0%; p = 0.0083). For children between 13 and 24 months old, there was no statistically significant benefit to using US for avoiding surgical access (3.33% v 0.79%; p = 0.1411). Throughout all age groups, use of US was associated with a significant improvement in optimal arterial line location, defined as placement in an upper extremity (73.75% v 91.13%; p < 0.0001). CONCLUSIONS: Dynamic US resulted in a significant reduction in surgical intervention to achieve arterial cannulation in children presenting for cardiac surgery.


Asunto(s)
Procedimientos Quirúrgicos Cardíacos/métodos , Cateterismo Periférico/métodos , Ultrasonografía Intervencional/métodos , Adolescente , Niño , Preescolar , Humanos , Lactante , Estudios Retrospectivos
11.
J Sch Nurs ; 35(4): 256-261, 2019 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-29681230

RESUMEN

Complementary, alternative, and integrative therapies (CAIs) involve the use of practices outside of mainstream, conventional medicine. Few studies have been conducted on nurses' perception and knowledge of CAI therapies. There is limited information on the protocols school nurses must follow in their practice on CAI use. The purpose of this study is to assess school nurses' perception and knowledge of CAI therapies. A cross-sectional, nonexperimental survey study design was used, and participants were sampled with a cross-sectional convenience method. Members of four state School Nurses Associations were invited to participate in the study. Of the 290 participants, 100% of certified school nurses and 63% of non-certified school nurses believed CAI therapies have a place in their current practice (χ2 = 1.83, df = 1, p < .05). The study found that school nurses believe CAI therapies have a role in the school setting; however, the participants were not comfortable with assessing and administering these therapies.


Asunto(s)
Terapias Complementarias/psicología , Conocimientos, Actitudes y Práctica en Salud , Estudiantes de Enfermería/psicología , Adulto , Competencia Clínica , Terapias Complementarias/enfermería , Estudios Transversales , Femenino , Humanos , Medicina Integrativa/métodos , Masculino , Estados Unidos
12.
J Card Fail ; 24(8): 525-532, 2018 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-29777760

RESUMEN

BACKGROUND: To determine the feasibility of peripheral intravenous volume analysis (PIVA) of venous waveforms for assessing volume overload in patients admitted to the hospital with acute decompensated heart failure (ADHF). METHODS: Venous waveforms were captured from a peripheral intravenous catheter in subjects admitted for ADHF and healthy age-matched controls. Admission PIVA signal, brain natriuretic peptide, and chest radiographic measurements were related to the net volume removed during diuresis. RESULTS: ADHF patients had a significantly greater PIVA signal on admission compared with the control group (P = .0013, n = 18). At discharge, ADHF patients had a PIVA signal similar to the control group. PIVA signal, not brain natriuretic peptide or chest radiographic measures, accurately predicted the amount of volume removed during diuresis (R2 = 0.781, n = 14). PIVA signal at time of discharge greater than 0.20, demonstrated 83.3% 120-day readmission rate. CONCLUSIONS: This study demonstrates the feasibility of PIVA for assessment of volume overload in patients admitted to the hospital with ADHF.


Asunto(s)
Volumen Sanguíneo/fisiología , Insuficiencia Cardíaca/fisiopatología , Pacientes Internos , Volumen Sistólico/fisiología , Venas/fisiopatología , Enfermedad Aguda , Cateterismo Periférico , Diuresis/fisiología , Estudios de Factibilidad , Femenino , Insuficiencia Cardíaca/diagnóstico , Humanos , Masculino , Persona de Mediana Edad , Proyectos Piloto
16.
J Cardiothorac Vasc Anesth ; 31(1): 54-60, 2017 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-27493094

RESUMEN

OBJECTIVE: Inspired by the limited facility of the Penn classification, the authors aimed to determine a rapid and optimal preoperative assessment tool to predict surgical mortality after acute Stanford type-A aortic dissection (AAAD) repair. DESIGN: Patients who underwent an attempted surgical repair of AAAD were determined using a de-identified single institution database. The charts of 144 patients were reviewed retrospectively for preoperative demographics and surrogates for disease severity and malperfusion. Bivariate analysis was used to determine significant (p≤0.05) predictors of in-hospital and 1-year mortality, the primary endpoints. Receiver operating characteristic curve generation was used to define optimal cut-off values for continuous predictors. SETTING: Single center, level 1 trauma, university teaching hospital. PARTICIPANTS: The study included 144 cardiac surgical patients with acute type-A aortic dissection presenting for surgical correction. INTERVENTIONS: Surgical repair of aortic dissection with preoperative laboratory samples drawn before patient transfer to the operating room or immediately after arterial catheter placement intraoperatively. MEASUREMENTS AND MAIN RESULTS: The study cohort comprised 144 patients. In-hospital mortality was 9%, and the 1-year mortality rate was 17%. Variables that demonstrated a correlation with in-hospital mortality included an elevated serum lactic acid level (odds ratio [OR] 1.5 [1.3-1.9], p<0.001), a depressed ejection fraction (OR 0.91 [0.86-0.96], p = .001), effusion (OR 4.8 [1.02-22.5], p = 0.04), neurologic change (OR 5.3 [1.6-17.4], p = 0.006), severe aortic regurgitation (OR 8.2 [2.0-33.9], p = 0.006), and cardiopulmonary resuscitation (OR 6.8 [1.7-26.9], p = 0.01). Only an increased serum lactic acid level demonstrated a trend with 1-year mortality using univariate Cox regression (hazard ratio 1.1 [1.0-1.1], p = 0.006). Receiver operating characteristic analysis revealed optimal cut-off lactic acid levels of 6.0 mmol/L and 6.9 mmol/L for in-hospital and 1-year mortality, respectively. CONCLUSION: Lactic acidosis, ostensibly as a surrogate for systemic malperfusion, represents a novel, accurate, and easily obtainable preoperative predictor of short-term mortality after attempted AAAD repair. These data may improve identification of patients who would not benefit from surgery.


Asunto(s)
Aneurisma de la Aorta/cirugía , Disección Aórtica/cirugía , Hiperlactatemia/diagnóstico , Enfermedad Aguda , Anciano , Disección Aórtica/mortalidad , Aneurisma de la Aorta/mortalidad , Biomarcadores/sangre , Femenino , Mortalidad Hospitalaria , Humanos , Hiperlactatemia/complicaciones , Ácido Láctico/sangre , Masculino , Persona de Mediana Edad , Complicaciones Posoperatorias/mortalidad , Valor Predictivo de las Pruebas , Cuidados Preoperatorios/métodos , Pronóstico , Curva ROC , Estudios Retrospectivos , Factores de Riesgo , Procedimientos Quirúrgicos Vasculares/efectos adversos , Procedimientos Quirúrgicos Vasculares/mortalidad
17.
Heart Surg Forum ; 20(1): E007-E014, 2017 02 24.
Artículo en Inglés | MEDLINE | ID: mdl-28263144

RESUMEN

OBJECTIVES: The need for mechanical ventilation 24 hours after coronary artery bypass grafting (CABG) is considered a morbidity by the Society of Thoracic Surgeons. The purpose of this investigation was twofold: to identify simple preoperative patient factors independently associated with prolonged ventilation and to optimize prediction and early identification of patients prone to prolonged ventilation using an artificial neural network (ANN). METHODS: Using the institutional Adult Cardiac Database, 738 patients who underwent CABG since 2005 were reviewed for preoperative factors independently associated with prolonged postoperative ventilation. Prediction of prolonged ventilation from the identified variables was modeled using both "traditional" multiple logistic regression and an ANN. The two models were compared using Pearson r2 and area under the curve (AUC) parameters. RESULTS: Of 738 included patients, 14% (104/738) required mechanical ventilation ≥ 24 hours postoperatively. Upon multivariate analysis, higher body-mass index (BMI; odds ratio [OR] 1.10 per unit, P < 0.001), lower ejection fraction (OR 0.97 per %, P = 0.01) and use of cardiopulmonary bypass (OR 2.59, P = 0.02) were independently predictive of prolonged ventilation. The Pearson r2 and AUC of the multivariate nominal logistic regression model were 0.086 and 0.698 ± 0.05, respectively; analogous statistics of the ANN model were 0.159 and 0.732 ± 0.05, respectively.BMI, ejection fraction and cardiopulmonary bypass represent three simple factors that may predict prolonged ventilation after CABG. Early identification of these patients can be optimized using an ANN, an emerging paradigm for clinical outcomes modeling that may consider complex relationships among these variables.


Asunto(s)
Puente de Arteria Coronaria/efectos adversos , Enfermedad de la Arteria Coronaria/cirugía , Redes Neurales de la Computación , Complicaciones Posoperatorias/prevención & control , Respiración Artificial/métodos , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Oportunidad Relativa , Complicaciones Posoperatorias/diagnóstico , Pronóstico , Curva ROC , Estudios Retrospectivos , Factores de Riesgo
19.
J Vasc Surg ; 62(1): 49-56, 2015 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-25776188

RESUMEN

OBJECTIVE: Prompt carotid endarterectomy (CEA) in clinically significant carotid stenosis is important in the prevention of neurologic sequelae. The greatest benefit from surgery is obtained by prompt revascularization on diagnosis. It has been demonstrated that black patients both receive CEA less frequently than white patients do and experience worse postoperative outcomes. We sought to test our hypothesis that black race is an independent risk factor for a prolonged time from sonographic diagnosis of carotid stenosis warranting surgery to the day of operation (TDO). METHODS: From 1998 to 2013 at a single institution, 166 CEA patients were retrospectively reviewed using Synthetic Derivative, a de-identified electronic medical record. Factors potentially affecting TDO, including demographics, preoperative cardiac stress testing, degree of stenosis, smoking status, and comorbidities, were noted. Multivariate analysis was performed on variables that trended with prolonged TDO on univariate analysis (P < .10) to determine independent (P < .05) predictors of TDO. Subgroup analyses were further performed on the symptomatic and asymptomatic stenosis cohorts. RESULTS: There were 32 black patients and 134 white patients studied; the mean TDO was 78 ± 17 days vs 33 ± 3 days, respectively (P < .001). In addition to the need for preoperative cardiac stress testing, black race was the only variable that demonstrated a trend with (P < .10) or was an independent risk factor for (P < .05) prolonged TDO among all patients (B = 42 days; P < .001) and within the symptomatic (B = 35 days; P = .08) and asymptomatic (B = 35 days; P = .003) cohorts. On Kaplan-Meier analysis, black patients in each stratum of symptomatology (all, symptomatic, and asymptomatic patients) experienced prolonged TDO (log-rank, P < .03 for all three groups). CONCLUSIONS: Black race is a risk factor for a temporal delay in CEA for carotid stenosis. Awareness of this disparity may help surgeons avoid undesirable delays in operation for their black patients.


Asunto(s)
Negro o Afroamericano , Estenosis Carotídea/etnología , Estenosis Carotídea/cirugía , Endarterectomía Carotidea , Disparidades en Atención de Salud/etnología , Tiempo de Tratamiento , Anciano , Estenosis Carotídea/diagnóstico por imagen , Registros Electrónicos de Salud , Femenino , Humanos , Estimación de Kaplan-Meier , Modelos Lineales , Masculino , Análisis Multivariante , Valor Predictivo de las Pruebas , Estudios Retrospectivos , Factores de Riesgo , Índice de Severidad de la Enfermedad , Tennessee/epidemiología , Factores de Tiempo , Ultrasonografía , Población Blanca
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