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BACKGROUND: Whether patients with moderate left atrioventricular valve regurgitation (LAVVR) after surgical repair of complete atrioventricular septal defect (CAVSD) should be observed or undergo reoperation remains unclear. METHODS: Moderate LAVVR was diagnosed in 87 of 220 patients who underwent CAVSD repair: 47 during the initial hospital stay and 40 after a median of 7 months (interquartile range, 2-18 months) after the initial operation. RESULTS: Of these 87 patients who had moderate LAVVR, 15 died, for an overall mortality of 17%. The regurgitation became severe in 39 patients (45%) within a median of 2 months (interquartile range, 1-7 months) leading to 33 reoperations and 10 deaths. In 23 of 87 patients (26%), regurgitation remained at a moderate level over a median follow-up period of 8 months (interquartile range, 1-48 months). In 25 of 87 patients (29%), the regurgitation decreased to mild after a median of 9 months (interquartile range, 5-19 months). The only independent risk factor for increased severity of regurgitation and reoperation was the echocardiographic appearance of the jet centered around the cleft rather than central at the time of diagnosis of moderate regurgitation (odds ratio, 3.5; 95% CI, 1.5-9.0; P = .007). CONCLUSIONS: Moderate LAVVR after CAVSD repair is often linked to death and reoperation, but regurgitation remains stable in one-quarter of patients and improves in one-third. The deterioration usually occurs within the first year after surgery. The initial observation of patients with residual or new moderate regurgitation for up to 1 year or until further deterioration seems reasonable, as long as the regurgitation is centrally located.
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Introduction: Despite advances in treatment of children with critical heart disease, cardiac arrest (CA) remains a common occurrence. We provided virtual support to bedside teams (BTs) from a tele-critical care (TCC) unit in a pediatric cardiac intensive care unit (CICU) and focused on early detection of concerning trends (CT) and avoidance of CA. Virtual surveillance workflows included a review of remote monitoring, video feed from patient room cameras, medical records, and artificial intelligence tools. We present our initial experience with a focus on critical communications (CCs) to BTs. Methods: A retrospective, descriptive review of TCC activities was conducted from January 2019 to December 2022, involving electronic databases and electronic medical records of patients in the CICU, including related CCs to BTs, responses from BTs, and related CA. Results: We conducted 18,171 TCC activities, including 2,678 non-CCs and 248 CCs. Over time, there was a significant increase in the proportion of CCs related with CT (p = 0.002), respiratory concerns (<0.001), and abnormalities in cardiac rhythm (p = 0.04). Among a sample of 244 CCs, subsequent interventions by BTs resulted in adjustment of medical treatment (127), respiratory support (68), surgery or intervention (19), cardiac rhythm control (17), imaging study (14), early resuscitation (9), and others (10). Conclusions: CCs from a TCC unit in a pediatric CICU changed over time with an increased focus on CT and resulted in early interventions, potentially contributing to avoiding CA. This model of care in pediatric cardiac critical care has the potential to improve patient safety.
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Cuidados Críticos , Parada Cardíaca , Unidades de Terapia Intensiva Pediátrica , Telemedicina , Humanos , Estudos Retrospectivos , Telemedicina/organização & administração , Criança , Parada Cardíaca/terapia , Parada Cardíaca/prevenção & controle , Cuidados Críticos/métodos , Pré-Escolar , Masculino , Feminino , Unidades de Terapia Intensiva Pediátrica/organização & administração , Lactente , Cardiopatias , Adolescente , Recém-NascidoRESUMO
Background: We sought to evaluate the outcomes in patients who underwent the arterial switch operation (ASO) over a 20-year period at a single institution. Methods: The current study is a retrospective review of 180 consecutive patients who underwent the ASO for biventricular surgical correction of dextro-transposition of the great arteries (d-TGA) between 2002 and 2022. Results: Among 180 patients, 121 had TGA-intact ventricular septum, 47 had TGA-ventricular septal defect and 12 had Taussig-Bing Anomaly (TBA). The median follow-up time was 6.7 years (interquartile range: 3.9-8.7 years). There were five early (2.8%) and one late (0.6%) mortality. Survival was 96.6% at one year and beyond. Reoperations were performed in 31 patients (17%). Taussig Bing Anomaly was found to increase the risk of reoperation by 17 times (P < .0001). A total of 37 (21%) patients underwent 53 reinterventions (14 surgical procedures, 39 catheter interventions) specifically addressing pulmonary artery (PA) stenosis. Freedom from PA reintervention was 97%, 87%, 70%, and 55% at 1, 5, 10, and 15 years, respectively. By bivariable analysis, TBA (P = .003, odds ratio [OR]: 6.4, 95% confidence interval [CI]: 1.9-21.7), mild PA stenosis at discharge (P ≤ .001, OR: 6.1, 95% CI: 2.7-13.6), and moderate or severe PA stenosis at discharge (P ≤ .001, OR: 12.7, 95% CI: 5-32.2) were identified as predictors of reintervention on PA. In the last follow-up of 174 survivors, 24 patients (14%) had moderate or greater PA stenosis, two (1%) had moderate neoaortic valve regurgitation, and 168 were New York Heart Association status I. Conclusions: Our results demonstrated excellent survival and functional status following the ASO for d-TGA; however, patients remain subject to frequent reinterventions especially on the pulmonary arteries.
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Transposição das Grandes Artérias , Artéria Pulmonar , Reoperação , Transposição dos Grandes Vasos , Humanos , Estudos Retrospectivos , Masculino , Feminino , Transposição dos Grandes Vasos/cirurgia , Transposição dos Grandes Vasos/mortalidade , Reoperação/estatística & dados numéricos , Transposição das Grandes Artérias/mortalidade , Artéria Pulmonar/cirurgia , Lactente , Taxa de Sobrevida , Recém-Nascido , Resultado do Tratamento , Seguimentos , Complicações Pós-Operatórias/mortalidade , Pré-Escolar , CriançaRESUMO
Objective: The best approach to minimize the observed higher mortality of newborn infants with low birth weight who require congenital heart surgery is unclear. This retrospective study was designed to review outcomes of newborn infants weighing <2000 g who have undergone cardiovascular surgery to identify patient parameters and clinical strategies for care associated with higher survival. Methods: A retrospective chart review of 103 patients who underwent cardiovascular surgery from 2010 to 2021 who were identified as having low birth weight (≤2000 g). Patients who underwent only patent ductus arteriosus ligation or weighing >3500 g at surgery were excluded. Results: Median age was 24 days and weight at the time of surgery was 1920 g. Twenty-six (25%) operative mortalities were recorded. Median follow-up period was 2.7 years. The 1- and 3-year overall Kaplan-Meier survival estimate was 72.4% ± 4.5% and 69.1% ± 4.6%. The 1-year survival of patients who had a weight increase >300 g from birth to surgery was far superior to the survival of those who did not achieve such a weight gain (81.4% ± 5.6% vs 64.0% ± 6.7%; log-rank P = .04). By multivariable Cox-hazard regression analysis, the independent predictor of 1-year mortality was genetic syndrome (hazard ratio, 3.54; 95% CI, 1.67-7.82; P < .001), whereas following a strategy of increasing weight from birth to surgery resulted in lower mortality (hazard ratio, 0.49; 95% CI, 0.24-0.90; P = .02). Conclusions: A strategy of wait and grow for newborn infants with very low birth weight requiring heart surgery results in better survival than immediate surgery provided that the patient's condition allows for this waiting period.
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Our limited understanding of the pathophysiological mechanisms that operate during sepsis is an obstacle to rational treatment and clinical trial design. There is a critical lack of data from low- and middle-income countries where the sepsis burden is increased which inhibits generalized strategies for therapeutic intervention. Here we perform RNA sequencing of whole blood to investigate longitudinal host response to sepsis in a Ghanaian cohort. Data dimensional reduction reveals dynamic gene expression patterns that describe cell type-specific molecular phenotypes including a dysregulated myeloid compartment shared between sepsis and COVID-19. The gene expression signatures reported here define a landscape of host response to sepsis that supports interventions via targeting immunophenotypes to improve outcomes.
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COVID-19 , Fenótipo , Sepse , Transcriptoma , Humanos , Sepse/genética , Sepse/sangue , Sepse/imunologia , COVID-19/imunologia , COVID-19/genética , COVID-19/sangue , COVID-19/virologia , Gana/epidemiologia , Masculino , Estudos de Coortes , SARS-CoV-2/imunologia , SARS-CoV-2/genética , Feminino , Adulto , Pessoa de Meia-Idade , Perfilação da Expressão Gênica , Análise de Sequência de RNARESUMO
Background: Health-related quality of life (HRQOL) is a critical issue for patients undergoing surgery for congenital heart disease (CHD) but has never been assessed in a low-income country. We conducted a cross-sectional mixed methods study with age-matched healthy siblings serving as controls at the Uganda Heart Institute. Methods: One-hundred fifteen CHD pediatric and young adult patients and sibling control participants were recruited. Health-related quality of life was assessed using the Pediatric Quality of Life Inventory Version 4.0 in participants ages 5-17 and 36-Item Short Form Survey for young adults aged 18-25. A subset of 27 participants completed face-to-face interviews to supplement quantitative findings. Results: Eighty-six pediatric (age 5-17) sibling and parent pairs completed Peds QOL surveys, and 29 young adult (age 18-25) sibling pairs completed SF-36 surveys. One third of patients had surgery in Uganda. Ventricular septal defects and tetralogy of Fallot were the most common diagnoses. Health-related quality of life scores in patients were lower across all domains compared to control participants in children. Reductions in physical and emotional domains of HRQOL were also statistically significant for young adults. Variables associated with lower HRQOL score on multivariate analysis in pediatric patients were younger age in the physical and emotional domains, greater number of surgeries in the physical domain and surgery outside Uganda in the school domain. The only predictor of lower HRQOL score in young adults was surgery outside Uganda in the social domain. Qualitative interviews identified a number of themes that correlated with survey results including abandonment by family, isolation from peers and community, financial hardship and social stigmatization. Conclusion: Health-related quality of life was lower in Ugandan patients after CHD surgery than siblings. Younger patients and those who had surgery outside of Uganda had lower HRQOL. These data have important implications for patients undergoing CHD surgery in LMIC and have potential to inform interventions.
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Cardiopatias Congênitas , Qualidade de Vida , Humanos , Criança , Adulto Jovem , Adolescente , Adulto , Pré-Escolar , Qualidade de Vida/psicologia , Uganda/epidemiologia , Estudos Transversais , Cardiopatias Congênitas/cirurgia , Nível de Saúde , Inquéritos e QuestionáriosRESUMO
BACKGROUND: The association between the prevalence of cirrhosis and the types of Fontan operations remains unclear. METHODS: We conducted a retrospective chart review of 332 patients who underwent the Fontan procedure at our institution. Four patients who underwent the atriopulmonary connection Fontan were excluded from the analysis. Patients who had intracardiac-extracardiac conduit (126) between 1989 and 2021 were pooled with those having extracardiac conduit (ECC) (134). The 260 patients who underwent the ECC and the 68 patients who had the lateral tunnel (LT) Fontan constitute the core of the study. RESULTS: Median age at the Fontan procedure was 23.7 months (interquartile range [IQR], 20.8-32.6) in the LT group, compared with 28.8 months (IQR, 24.6-39.5) in the ECC group (P < .01). The median follow-up was 14.8 years (IQR, 12.5-16.5) in the LT group and 7 years (IQR, 2.8-10.4) in the extracardiac conduit group. During the follow-up period, 3 patients (4.4%) with LT and 17 patients (6.5%) with ECC (11 patients with 16 mm or less conduit size) were diagnosed with cirrhosis. The prevalence of cirrhosis at 1, 5, 10, and 15 years was 0%, 0%, 0%, and 4.4% in the LT group, respectively, and 0%, 0.9%, 7.7%, and 29.8% in the ECC group (P < .01) Rates of mortality, Fontan revision, Fontan takedown, transplant, and complications were comparable between the 2 groups. CONCLUSIONS: The extracardiac conduit Fontan seems to be associated with faster development of cirrhosis.
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OBJECTIVES: To review outcomes after a uniform strategy of transventricular repair of tetralogy of Fallot. METHODS: A total of 244 consecutive patients underwent transventricular primary repair of tetralogy of Fallot from 2004 to 2019. Median age at operation was 71 days; 57 (23%) patients were premature; 57 (23%) patients had low birth weight (<2.5 kg), and 40 (16%) had genetic syndromes. The diameter of pulmonary valve annulus, right pulmonary artery (PA), and left PA were 6.0 ± 1.8 mm (z score, -1.7 ± 1.3), 4.3 ± 1.4 mm (z score, -0.9 ± 1.2) and 4.1 ± 1.5 mm (z score, -0.5 ± 1.3). RESULTS: Three (1.2%) operative deaths were recorded. Ninety patients (37%) underwent transannular patching. Postoperative echocardiographic peak right ventricular outflow tract gradient decreased from 72 ± 27 mm Hg to 21 ± 16 mm Hg. Median intensive care unit and hospital stay were 3 and 7 days. The survival rate at 10 years was 94.6% ± 1.8%. Reintervention was required 86 times (55 catheter interventions) in 56 patients following tetralogy of Fallot repair. The freedom from all-cause reintervention rate at 10 years was 70.5% ± 3.6%. Cyanotic spells (hazard ratio, 2.14; 95% CI, 1.22-3.90; P < .01) and smaller pulmonary valve annulus z score (hazard ratio, 1.26; 95% CI, 1.01-1.59; P = .04) were associated with increasing risk of all reinterventions. Freedom from redo surgery for right ventricular outflow tract obstruction and right ventricular dilatation at 10 years were, respectively, 85.0% ± 3.1% and 98.7% ± 0.9%. Freedom from valve implantation was 96.7% ± 1.5% at 10 years. CONCLUSIONS: A uniform strategy of primary repair of tetralogy of Fallot through a transventricular approach resulted in low reoperation rate in the first decade. The need of pulmonary valve implantation was limited to <4% at 10 years.
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Valva Pulmonar , Tetralogia de Fallot , Humanos , Lactente , Tetralogia de Fallot/diagnóstico por imagem , Tetralogia de Fallot/cirurgia , Tetralogia de Fallot/complicações , Reoperação/métodos , Resultado do Tratamento , Estudos Retrospectivos , Valva Pulmonar/diagnóstico por imagem , Valva Pulmonar/cirurgiaRESUMO
OBJECTIVES: We evaluated the performance of commonly used sepsis screening tools across prospective sepsis cohorts in the USA, Cambodia and Ghana. DESIGN: Prospective cohort studies. SETTING AND PARTICIPANTS: From 2014 to 2021, participants with two or more SIRS (Systemic Inflammatory Response Syndrome) criteria and suspected infection were enrolled in emergency departments and medical wards at hospitals in Cambodia and Ghana and hospitalised participants with suspected infection were enrolled in the USA. Cox proportional hazards regression was performed, and Harrell's C-statistic calculated to determine 28-day mortality prediction performance of the quick Sequential Organ Failure Assessment (qSOFA) score ≥2, SIRS score ≥3, National Early Warning Score (NEWS) ≥5, Modified Early Warning Score (MEWS) ≥5 or Universal Vital Assessment (UVA) score ≥2. Screening tools were compared with baseline risk (age and sex) with the Wald test. RESULTS: The cohorts included 567 participants (42.9% women) including 187 participants from Kumasi, Ghana, 200 participants from Takeo, Cambodia and 180 participants from Durham, North Carolina in the USA. The pooled mortality was 16.4% at 28 days. The mortality prediction accuracy increased from baseline risk with the MEWS (C-statistic: 0.63, 95% CI 0.58 to 0.68; p=0.002), NEWS (C-statistic: 0.68; 95% CI 0.64 to 0.73; p<0.001), qSOFA (C-statistic: 0.70, 95% CI 0.64 to 0.75; p<0.001), UVA score (C-statistic: 0.73, 95% CI 0.69 to 0.78; p<0.001), but not with SIRS (0.60; 95% CI 0.54 to 0.65; p=0.13). Within individual cohorts, only the UVA score in Ghana performed better than baseline risk (C-statistic: 0.77; 95% CI 0.71 to 0.83; p<0.001). CONCLUSIONS: Among the cohorts, MEWS, NEWS, qSOFA and UVA scores performed better than baseline risk, largely driven by accuracy improvements in Ghana, while SIRS scores did not improve prognostication accuracy. Prognostication scores should be validated within the target population prior to clinical use.
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Sepse , Adulto , Feminino , Humanos , Masculino , Estudos Prospectivos , Sepse/diagnóstico , Síndrome de Resposta Inflamatória Sistêmica/diagnóstico , Camboja , Estudos de CoortesRESUMO
The associations between clinical phenotypes of coronavirus disease 2019 (COVID-19) and the host inflammatory response during the transition from peak illness to convalescence are not yet well understood. Blood plasma samples were collected from 129 adult SARS-CoV-2 positive inpatient and outpatient participants between April 2020 and January 2021, in a multi-center prospective cohort study at 8 military hospitals across the United States. Plasma inflammatory protein biomarkers were measured in samples from 15 to 28 days post symptom onset. Topological Data Analysis (TDA) was used to identify patterns of inflammation, and associations with peak severity (outpatient, hospitalized, ICU admission or death), Charlson Comorbidity Index (CCI), and body mass index (BMI) were evaluated using logistic regression. The study population (n = 129, 33.3% female, median 41.3 years of age) included 77 outpatient, 31 inpatient, 16 ICU-level, and 5 fatal cases. Three distinct inflammatory biomarker clusters were identified and were associated with significant differences in peak disease severity (p < 0.001), age (p < 0.001), BMI (p < 0.001), and CCI (p = 0.001). Host-biomarker profiles stratified a heterogeneous population of COVID-19 patients during the transition from peak illness to convalescence, and these distinct inflammatory patterns were associated with comorbid disease and severe illness due to COVID-19.
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COVID-19 , Humanos , Feminino , Estados Unidos/epidemiologia , Masculino , SARS-CoV-2 , Estudos Prospectivos , Convalescença , Biomarcadores , Fenótipo , Índice de Gravidade de Doença , HospitalizaçãoRESUMO
BACKGROUND: Venous phlebotomy performed by trained personnel is critical for patient diagnosis and monitoring of chronic disease, but has limitations in resource-constrained settings, and represents an infection control challenge during outbreaks. Self-collection devices have the potential to shift phlebotomy closer to the point of care, supporting telemedicine strategies and virtual clinical trials. Here we assess a capillary blood micro-sampling device, the Tasso Serum Separator Tube (SST), for measuring blood protein levels in healthy subjects and non-hospitalized COVID-19 patients. METHODS: 57 healthy controls and 56 participants with mild/moderate COVID-19 were recruited at two U.S. military healthcare facilities. Healthy controls donated Tasso SST capillary serum, venous plasma and venous serum samples at multiple time points, while COVID-19 patients donated a single Tasso SST serum sample at enrolment. Concentrations of 17 protein inflammatory biomarkers were measured in all biospecimens by Ella multi-analyte immune-assay. RESULTS: Tasso SST serum protein measurements in healthy control subjects were highly reproducible, but their agreements with matched venous samples varied. Most of the selected proteins, including CRP, Ferritin, IL-6 and PCT, were well-correlated between Tasso SST and venous serum with little sample type bias, but concentrations of D-dimer, IL-1B and IL-1Ra were not. Self-collection at home with delayed sample processing was associated with significant concentrations differences for several analytes compared to supervised, in-clinic collection with rapid processing. Finally, Tasso SST serum protein concentrations were significantly elevated in in non-hospitalized COVID-19 patients compared with healthy controls. CONCLUSIONS: Self-collection of capillary blood with micro-sampling devices provides an attractive alternative to routine phlebotomy. However, concentrations of certain analytes may differ significantly from those in venous samples, and factors including user proficiency, temperature control and time lags between specimen collection and processing need to be considered for their effect on sample quality and reproducibility.
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COVID-19 , Proteínas Sanguíneas , Coleta de Amostras Sanguíneas , COVID-19/diagnóstico , Voluntários Saudáveis , Humanos , Reprodutibilidade dos Testes , Manejo de EspécimesRESUMO
BACKGROUND: The aim of this analysis was to determine whether optimal outcomes have increased in recent years. Hepatic surgery is high risk, but regionalization and minimally invasive approaches have evolved. Best practices also have been defined with the goal of improving outcomes. METHODS: The American College of Surgeons National Surgical Quality Improvement Program database was queried. Analyses were performed separately for partial (≤2 segments), major (≥3 segments), and all hepatectomies. Optimal hepatic surgery was defined as the absence of mortality, serious morbidity, need for a postoperative invasive procedure or reoperation, prolonged length of stay (<75th percentile) or readmission. Tests of trend, χ2, and multivariable analyses were performed. RESULTS: From 2014 to 2018, 17,082 hepatectomies, including 11,862 partial hepatectomies and 5,220 major hepatectomies, were analyzed. Minimally invasive approaches increased from 25.6% in 2014 to 29.6% in 2018 (P < .01) and were performed more frequently for partial hepatectomies (34.2%) than major hepatectomies (14.4%) (P < .01). Operative time decreased from 220 minutes in 2014 to 208 minutes in 2018 (P < .05) and was lower in partial hepatectomies (189 vs 258 minutes for major hepatectomies) (P < .01). Mortality (0.7%) and length of stay (4 days) were lower for partial hepatectomies compared with major hepatectomies (1.9%; 6 days), and length of stay decreased for both partial hepatectomies (5 days in 2014 to 4 days in 2018) and major hepatectomies (6 days in 2014 to 6 days in 2018) (all P < .01). Postoperative sepsis (2.9% in 2014 and 2.4% in 2018), bile leaks (6% in 2014 and 4.8% in 2018), and liver failure (3.7% in 2014 and 3.3% in 2018) decreased for all patients (<.05). On multivariable analyses, overall morbidity decreased for major hepatectomies (OR 0.95, 95% CI 0.91-0.99) and all hepatectomies (OR 0.97, 95% CI 0.94-0.99, both P < .01), and optimal hepatic surgery increased over time for partial hepatectomies (OR 1.05, 95% CI 1.02-1.09) and all hepatectomies (OR 1.04, 95% CI 1.02-1.07, both P < .01). CONCLUSION: Over a 5-year period in North America, minimally invasive hepatectomies have increased, while operative time, postoperative sepsis, bile leaks, liver failure, and prolonged length of stay have decreased. Optimal hepatic surgery has increased for partial and all hepatectomies and is achieved more often in partial than in major resections.
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Hepatectomia/tendências , Laparoscopia/tendências , Complicações Pós-Operatórias/epidemiologia , Melhoria de Qualidade , Procedimentos Cirúrgicos Robóticos/tendências , Idoso , Feminino , Hepatectomia/efeitos adversos , Hepatectomia/métodos , Hepatectomia/estatística & dados numéricos , Humanos , Laparoscopia/efeitos adversos , Laparoscopia/estatística & dados numéricos , Tempo de Internação/estatística & dados numéricos , Tempo de Internação/tendências , Masculino , Pessoa de Meia-Idade , América do Norte/epidemiologia , Duração da Cirurgia , Complicações Pós-Operatórias/etiologia , Reoperação/estatística & dados numéricos , Estudos Retrospectivos , Procedimentos Cirúrgicos Robóticos/efeitos adversos , Procedimentos Cirúrgicos Robóticos/estatística & dados numéricosRESUMO
BACKGROUND: The relationship between hospital Magnet status recognition and postoperative outcomes following complex cancer surgery remains ill-defined. We sought to characterize Textbook Outcome (TO) rates among patients undergoing (HP) surgery for cancer in Magnet versus non-Magnet centers. METHODS: Medicare beneficiaries undergoing HP surgery between 2015 and 2017 were identified. The association of postoperative TO (no complications/extended length-of-stay/90-day mortality/90-day readmission) with Magnet designation was examined after adjusting for competing risk factors. RESULTS: Among 10,997 patients, 21.3% (n = 2337) patients underwent surgery at Magnet hospitals (non-Magnet centers: 78.7%, n = 8660). On multivariable analysis, patients undergoing HP surgery had comparable odds of achieving a TO at Magnet versus non-Magnet hospitals (hepatectomy: odds ratio [OR]: 1.05, 95% confidence interval [CI]: 0.94-1.17; pancreatectomy-OR: 0.88, 95% CI: 0.74-1.06). Patients treated at hospitals with a high nurse-to-bed ratio had higher odds of achieving a TO irrespective of whether they received surgery at Magnet (high vs. low nurse-to-bed ratio; OR: 1.38; 95% CI: 1.01-1.89) or non-Magnet centers (OR: 1.26; 95% CI: 1.10-1.45). Similarly, hospital HP volume was strongly associated with higher odds of TO following HP surgery in both Magnet (Leapfrog compliant vs. noncompliant; OR: 1.24, 95% CI: 1.06-1.44) and non-Magnet centers (OR: 1.18; 95% CI: 1.11-1.26). CONCLUSION: Hospital Magnet designation was not an independent factor of superior outcomes after HP surgery. Rather, hospital-level factors such as nurse-to-bed ratio and HP procedural volume drove outcomes.
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Hospitais/normas , Neoplasias Hepáticas/cirurgia , Medicare/estatística & dados numéricos , Neoplasias Pancreáticas/cirurgia , Idoso , Feminino , Hepatectomia/normas , Hepatectomia/estatística & dados numéricos , Hospitais/estatística & dados numéricos , Humanos , Neoplasias Hepáticas/mortalidade , Masculino , Análise Multivariada , Pancreatectomia/normas , Pancreatectomia/estatística & dados numéricos , Neoplasias Pancreáticas/mortalidade , Qualidade da Assistência à Saúde , Resultado do Tratamento , Estados Unidos/epidemiologiaRESUMO
BACKGROUND: Machine learning to predict morbidity and mortality-especially in a population traditionally considered low risk-has not been previously examined. We sought to characterize the incidence of death among patients with a low estimated morbidity and mortality risk based on the National Surgical Quality Improvement Program (NSQIP) estimated probability (EP), as well as develop a machine learning model to identify individuals at risk for "unpredicted death" (UD) among patients undergoing hepatopancreatic (HP) procedures. METHODS: The NSQIP database was used to identify patients who underwent elective HP surgery between 2012-2017. The risk of morbidity and mortality was stratified into three tiers (low, intermediate, or high estimated) using a k-means clustering method with bin sorting. A machine learning classification tree and multivariable regression analyses were used to predict 30-day mortality with a 10-fold cross validation. C statistics were used to compare model performance. RESULTS: Among 63,507 patients who underwent an HP procedure, median patient age was 63 (IQR: 54-71) years. Patients underwent either pancreatectomy (n=38,209, 60.2%) or hepatic resection (n=25,298, 39.8%). Patients were stratified into three tiers of predicted morbidity and mortality risk based on the NSQIP EP: low (n=36,923, 58.1%), intermediate (n=23,609, 37.2%) and high risk (n=2,975, 4.7%). Among 36,923 patients with low estimated risk of morbidity and mortality, 237 patients (0.6%) experienced a UD. According to the classification tree analysis, age was the most important factor to predict UD (importance 16.9) followed by preoperative albumin level (importance: 10.8), disseminated cancer (importance: 6.5), preoperative platelet count (importance: 6.5), and sex (importance 5.9). Among patients deemed to be low risk, the c-statistic for the machine learning derived prediction model was 0.807 compared with an AUC of only 0.662 for the NSQIP EP. CONCLUSIONS: A prognostic model derived using machine learning methodology performed better than the NSQIP EP in predicting 30-day UD among low risk patients undergoing HP surgery.
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BACKGROUND: The objective of the current study was to evaluate the impact of the individual surgeon on the use of minimally invasive pancreatic resection. METHODS: The Medicare 100% Standard Analytic Files were reviewed to identify Medicare beneficiaries who underwent pancreatic resection between 2013 and 2017. The impact of patient- and procedure-related factors on the likelihood of minimally invasive pancreatic resection was investigated. RESULTS: A total of 12,652 (85.4%) patients underwent open pancreatic resection, whereas minimally invasive pancreatic resection was performed in 2,155 (14.6%) patients. Unadjusted rates of minimally invasive pancreatic resection ranged from 0% in the bottom volume tertile to 35.3% in the top tertile. Although patients with emergency admission were less likely to undergo minimally invasive pancreatic resection (odds ratio = 0.43, 95% confidence interval 0.32-0.58), patients operated on more recently had a higher chance of minimally invasive pancreatic resection (year 2017; odds ratio = 1.51, 95% confidence interval 1.28-1.79). On multivariable analysis, there was over a 3-fold variation in the odds that a patient underwent minimally invasive versus open pancreatic resection based on the individual surgeon (median odds ratio = 3.27, 95% confidence interval 2.98-3.56). Patients who underwent pancreatectomy by a low-volume, minimally invasive pancreatic resection surgeon had higher odds of 90-day mortality after surgery (odds ratio = 1.33, 95% confidence interval: 1.16-1.59), as well as higher observed/expected mortality compared with individuals treated by high-volume surgeons. CONCLUSION: The likelihood of undergoing minimally invasive pancreatic resection among Medicare beneficiaries was markedly influenced by the individual treating surgeon rather than patient- or procedure-level factors.
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Benefícios do Seguro , Medicare , Procedimentos Cirúrgicos Minimamente Invasivos , Pâncreas/cirurgia , Pancreatectomia , Padrões de Prática Médica , Cirurgiões , Idoso , Idoso de 80 Anos ou mais , Tomada de Decisão Clínica , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Procedimentos Cirúrgicos Minimamente Invasivos/métodos , Razão de Chances , Pancreatectomia/métodos , Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/epidemiologia , Neoplasias Pancreáticas/cirurgia , Estados UnidosRESUMO
BACKGROUND: The association of national quality benchmarking metrics with postoperative outcomes following complex surgery remains unknown. We assessed the relationship between the "quality trifactor" of Leapfrog minimum volume standards, Hospital Safety Grade A, and Magnet Recognition with outcomes of Medicare patients undergoing pancreatectomy. METHODS: The Standard Analytic Files (SAF) merged with Leapfrog Hospital Survey and Leapfrog Safety Scores Denominator Files were reviewed to identify Medicare patients who underwent pancreatic procedures between 2013 and 2015. Primary outcomes were overall and serious complications, as well as 30- and 90-day mortality. Multivariable logistic regression analyses were conducted to evaluate possible associations among hospitals meeting the quality trifactor and short-term outcomes. RESULTS: Among 4853 Medicare patients, 909 (18.7%) underwent pancreatectomy at hospitals meeting the quality trifactor. Among 260 hospitals, 7.3% (n = 19) met the quality trifactor. Safety Grade A (48.8%, n = 127) was the most commonly met criterion followed by Magnet Recognition (36.2%, n = 94); the Leapfrog minimum volume standards were achieved by 25% (n = 65) of hospitals. Patients undergoing surgery at hospitals that were only Safety Grade A and Magnet designated, but did not meet Leapfrog criteria, had higher odds of serious complications (OR 1.59, 95% CI 1.00-2.51). In contrast, patients undergoing treatment at hospitals having all three designations (i.e., the quality trifactor) had 40% and 39% lower odds of both serious complications (OR 0.60, 95% CI 0.37-0.97) and 90-day mortality (OR 0.61, 95% CI 0.42-0.89), respectively. In turn, patients undergoing pancreatectomy at quality trifactor hospitals had higher odds of experiencing the composite quality measure textbook outcome (OR 1.28, 95% CI 1.03-1.59) versus patients undergoing pancreatectomy at non-trifactor hospitals. CONCLUSION: While Safety Grade A and Magnet designation alone were not associated with higher odds of an optimal composite outcome following pancreatectomy, compliance with Leapfrog criteria to achieve the "quality trifactor" metric was associated with lower odds of serious complications and mortality.
Assuntos
Benchmarking , Procedimentos Cirúrgicos do Sistema Digestório , Idoso , Humanos , Imãs , Medicare , Padrões de Referência , Estados UnidosRESUMO
BACKGROUND: The adoption of spleen-preserving distal pancreatectomy (SPDP) for malignant disease such as pancreatic neuroendocrine tumors (pNETs) has been controversial. The objective of the current study was to assess the impact of SPDP on outcomes of patients with pNETs. METHODS: Patients undergoing a distal pancreatectomy for pNET between 2002 and 2016 were identified in the US Neuroendocrine Tumor Study Group database. Propensity score matching (PSM) was used to compare short- and long-term outcomes of patients undergoing SPDP versus distal pancreatectomy with splenectomy (DPS). RESULTS: Among 621 patients, 103 patients (16.6%) underwent an SPDP. Patients who underwent SPDP were more likely to have lower BMI (median, 27.5 [IQR 24.0-31.2] vs. 28.7 [IQR 25.7-33.6]; p = 0.005) and have undergone minimally invasive surgery (n = 56, 54.4% vs. n = 185, 35.7%; p < 0.001). After PSM, while the median total number of lymph nodes examined among patients who underwent an SPDP was lower compared with DPS (3 [IQR 1-8] vs. 9 [5-13]; p < 0.001), 5-year overall survival (OS) and recurrence-free survival (RFS) were comparable (OS: 96.8 vs. 92.0%, log-rank p = 0.21, RFS: 91.1 vs. 84.7%, log-rank p = 0.93). In addition, patients undergoing SPDP had less intraoperative blood loss (median, 100 mL [IQR 10-250] vs. 150 mL [IQR 100-400]; p = 0.001), lower incidence of serious complications (n = 13, 12.8% vs. n = 28, 27.5%; p = 0.014), and shorter length of stay (median: 5 days [IQR 4-7] vs. 6 days [IQR 5-13]; p = 0.049) compared with patients undergoing DPS. CONCLUSION: SPDP for pNET was associated with acceptable perioperative and long-term outcomes that were comparable to DPS. SPDP should be considered for patients with pNET.
Assuntos
Tumores Neuroendócrinos/mortalidade , Tumores Neuroendócrinos/cirurgia , Pancreatectomia , Neoplasias Pancreáticas/mortalidade , Neoplasias Pancreáticas/cirurgia , Esplenectomia , Idoso , Feminino , Humanos , Linfonodos/cirurgia , Masculino , Pessoa de Meia-Idade , Tempo , Resultado do Tratamento , Estados UnidosRESUMO
BACKGROUND: The objective of this study was to define the relative impact of alcohol and/or hepatitis-related HCC etiology on the outcomes of patients who underwent resection or transplantation for HCC. METHODS: The SEER-Medicare database was used to identify patients with HCC between 2004 and 2015. Patients with history of alcohol abuse or hepatitis were identified. Overall survival (OS) and cancer-specific survival (CSS) were calculated using the Kaplan-Meier method and multivariable Cox regression analysis. RESULTS: Among 1140 patients, 11.9% (n = 136) of patients had alcohol-related HCC, 30.0% (n = 342) hepatitis-related HCC, and 58.1% (n = 662) had other cause-related HCC. On multivariable analysis, patients with alcohol-related HCC (HR:1.06, 95%CI:0.82-1.35) or hepatitis-related HCC (HR:1.05, 95%CI:0.88-1.26) had similar hazards of death compared with patients who had non-alcohol/non-hepatitis-related HCC. Patients who had tumor size ≤5 cm had lower hazards of death (HR:0.81, 95%CI:0.68-0.97), while individuals who underwent liver resection (vs. transplantation) had almost a two-fold higher hazards of death (HR:1.99, 95%CI:1.47-2.69). CONCLUSION: Tumor specific factors (i.e. tumor size and stage) and operative approach (i.e. resection vs. transplantation) -rather than HCC etiology- dictated both OS and CSS.
Assuntos
Carcinoma Hepatocelular/cirurgia , Hepatectomia/estatística & dados numéricos , Hepatite B Crônica/complicações , Hepatopatias Alcoólicas/complicações , Neoplasias Hepáticas/cirurgia , Idoso , Carcinoma Hepatocelular/etiologia , Carcinoma Hepatocelular/mortalidade , Feminino , Hepatite B Crônica/mortalidade , Hepatite B Crônica/cirurgia , Humanos , Estimativa de Kaplan-Meier , Hepatopatias Alcoólicas/mortalidade , Hepatopatias Alcoólicas/cirurgia , Neoplasias Hepáticas/etiologia , Neoplasias Hepáticas/mortalidade , Masculino , Medicare/estatística & dados numéricos , Programa de SEER/estatística & dados numéricos , Taxa de Sobrevida , Estados Unidos/epidemiologiaRESUMO
BACKGROUND: The objective of the current study was to develop a model to predict the likelihood of occult lymph node metastasis (LNM) prior to resection of intrahepatic cholangiocarcinoma (ICC). METHODS: Patients who underwent hepatectomy for ICC between 2000 and 2017 were identified using a multi-institutional database. A novel model incorporating clinical and preoperative imaging data was developed to predict LNM. RESULTS: Among 980 patients who underwent resection of ICC, 190 (19.4%) individuals had at least one LNM identified on final pathology. An enhanced imaging model incorporating clinical and imaging data was developed to predict LNM ( https://k-sahara.shinyapps.io/ICC_imaging/ ). The performance of the enhanced imaging model was very good in the training data set (c-index 0.702), as well as the validation data set with bootstrapping resamples (c-index 0.701) and outperformed the preoperative imaging alone (c-index 0.660). The novel model predicted both 5-year overall survival (OS) (low risk 48.4% vs. high risk 18.4%) and 5-year disease-specific survival (DSS) (low risk 51.9% vs. high risk 25.2%, both p < 0.001). When applied among Nx patients, 5-year OS and DSS of low-risk Nx patients was comparable with that of N0 patients, while high-risk Nx patients had similar outcomes to N1 patients (p > 0.05). CONCLUSION: This tool may represent an opportunity to stratify prognosis of Nx patients and can help inform clinical decision-making prior to resection of ICC.
Assuntos
Neoplasias dos Ductos Biliares , Colangiocarcinoma , Neoplasias dos Ductos Biliares/diagnóstico por imagem , Neoplasias dos Ductos Biliares/cirurgia , Ductos Biliares Intra-Hepáticos , Colangiocarcinoma/diagnóstico por imagem , Colangiocarcinoma/cirurgia , Hepatectomia , Humanos , Linfonodos/diagnóstico por imagem , Linfonodos/cirurgia , Metástase Linfática , PrognósticoRESUMO
BACKGROUND: Although previous studies have suggested that drain management is highly variable, data on drain placement and timing of drain removal among patients undergoing hepatic resection remain scarce. The objective of the current study was to define the utilization of drain placement among patients undergoing major hepatic resection. METHODS: The ACS NSQIP-targeted hepatectomy database was used to identify patients who underwent major hepatectomy between 2014 and 2017. Association between day of drain removal, timing of discharge, and drain fluid bilirubin on postoperative day (POD) 3 (DFB-3) was assessed. Propensity score matching (PSM) was used to compare outcomes of patients with a drain removed before and after POD 3. RESULTS: Among 5330 patients, most patients had an abdominal drain placed at the time of hepatic resection (n = 3075, 57.7%). Of 2495 patients with data on timing of drain removal, only 380 patients (15.2%) had their drain removed by POD 3. Almost 1 in 6 patients (n = 441, 17.7%) were discharged home with the drain in place. DFB-3 values correlated poorly with POD of drain removal (R2 = 0.0049). After PSM, early drain removal (≤ POD 3) was associated with lower rates of grade B or C bile leakage (2.1% vs. 7.1%, p = 0.008) and prolonged length of hospital stay (6.0% vs. 12.7%, p = 0.009) compared with delayed drain removal (> POD 3). CONCLUSIONS: Roughly 3 in 5 patients had a drain placed at the time of major hepatectomy and only 1 in 7 patients had the drain removed early. This study demonstrated the potential benefits of early drain removal in an effort to improve the quality of care following major hepatectomy.