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1.
Hepatobiliary Pancreat Dis Int ; 23(1): 77-82, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-37087368

RESUMO

BACKGROUND: Early systemic anticoagulation (SAC) is a common practice in acute necrotizing pancreatitis (ANP), and its impact on in-hospital clinical outcomes had been assessed. However, whether it affects long-term outcomes is unknown. This study aimed to evaluate the effect of SAC on 90-day readmission and other long-term outcomes in ANP patients. METHODS: During January 2013 and December 2018, ANP patients admitted within 7 days from the onset of abdominal pain were screened. The primary outcome was 90-day readmission after discharge. Cox proportional-hazards regression model and mediation analysis were used to define the relationship between early SAC and 90-day readmission. RESULTS: A total of 241 ANP patients were enrolled, of whom 143 received early SAC during their hospitalization and 98 did not. Patients who received early SAC experienced a lower incidence of splanchnic venous thrombosis (SVT) [risk ratio (RR) = 0.40, 95% CI: 0.26-0.60, P < 0.01] and lower 90-day readmission with an RR of 0.61 (95% CI: 0.41-0.91, P = 0.02) than those who did not. For the quality of life, patients who received early SAC had a significantly higher score in the subscale of vitality (P = 0.03) while the other subscales were all comparable between the two groups. Multivariable Cox regression model showed that early SAC was an independent protective factor for 90-day readmission after adjusting for potential confounders with a hazard ratio of 0.57 (95% CI: 0.34-0.96, P = 0.04). Mediation analysis showed that SVT mediated 37.0% of the early SAC-90-day readmission causality. CONCLUSIONS: The application of early SAC may reduce the risk of 90-day readmission in the survivors of ANP patients, and reduced SVT incidence might be the primary contributor.


Assuntos
Pancreatite Necrosante Aguda , Trombose Venosa , Humanos , Readmissão do Paciente , Estudos Retrospectivos , Pancreatite Necrosante Aguda/diagnóstico , Pancreatite Necrosante Aguda/tratamento farmacológico , Qualidade de Vida , Fatores de Risco , Trombose Venosa/tratamento farmacológico , Anticoagulantes/efeitos adversos
2.
Pancreatology ; 23(3): 314-320, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-36878824

RESUMO

BACKGROUND: Involvement of transverse mesocolon (TM) during acute necrotizing pancreatitis(ANP) indicates that inflammation has spread from retroperitoneal space to peritoneum. Nevertheless, the impact of TM involvement, as confirmed by contrast-enhanced computed tomography (CECT), on local complications and clinical outcomes was poorly investigated. PURPOSE: This study aimed to explore the association between CECT-diagnosed TM involvement and the development of colonic fistula in a cohort of ANP patients. METHODS: This is a single-center, retrospective cohort study involving ANP patients admitted from January 2020 to December 2020. TM involvement was diagnosed by two experienced radiologists. The study subjects were enrolled consecutively and divided into two groups: TM involvement and non-TM involvement. The primary outcome was colonic fistula during the index admission. Clinical outcomes were compared between the two groups, and the association between the TM involvement and the development of colonic fistula was assessed using multivariable analysis to adjust for baseline unbalances. RESULTS: A total of 180 patients with ANP were enrolled, and 86 (47.8%) patients had TM involvement. The incidence of the colonic fistula is significantly higher in patients with TM involvement (16.3% vs. 5.3%;p = 0.017). Moreover, the length of hospital stay was 24(13,68) days in patients with TM involvement and 15(7,31) days in those not (p = 0.001). Analysis of multivariable logistic regression revealed that TM involvement is an independent risk factor for the development of colonic fistula (odds ratio: 10.253, 95% CI: 2.206-47.650, p = 0.003). CONCLUSION: TM involvement in ANP patients is associated with development of colonic fistula in ANP patients.


Assuntos
Fístula , Mesocolo , Pancreatite Necrosante Aguda , Humanos , Pancreatite Necrosante Aguda/complicações , Pancreatite Necrosante Aguda/diagnóstico por imagem , Estudos Retrospectivos , Inflamação , Fístula/complicações
3.
Hepatobiliary Pancreat Dis Int ; 21(1): 63-68, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-33478932

RESUMO

BACKGROUND: Current guidelines for the treatment of patients with necrotizing acute pancreatitis (NAP) recommend that invasive intervention for pancreatic necrosis should be deferred to 4 or more weeks from disease onset to allow necrotic collections becoming "walled-off". However, for patients showing signs of clinical deterioration, especially those with persistent organ failure (POF), it is controversial whether this delayed approach should always be adopted. In this study, we aimed to assess the impact of differently timed intervention on clinical outcomes in a group of NAP patients complicated by POF. METHODS: All NAP patients admitted to our hospital from January 2013 to December 2017 were screened for potential inclusion. They were divided into two groups based on the timing of initial intervention (within 4 weeks and beyond 4 weeks). All the data were extracted from a prospectively collected database. RESULTS: Overall, 131 patients were included for analysis. Among them, 100 (76.3%) patients were intervened within 4 weeks and 31 (23.7%) underwent delayed interventions. As for organ failure prior to intervention, the incidences of respiratory failure, renal failure and cardiovascular failure were not significantly different between the two groups (P > 0.05). The mortality was not significantly different between the two groups (35.0% vs. 32.3%, P = 0.83). The incidences of new-onset multiple organ failure (8.0% vs. 6.5%, P = 1.00), gastrointestinal fistula (29.0% vs. 12.9%, P = 0.10) and bleeding (35.0% vs. 35.5%, P = 1.00), and length of ICU (30.0 vs. 22.0 days, P = 0.61) and hospital stay (42.5 vs. 40.0 days, P = 0.96) were comparable between the two groups. CONCLUSION: Intervention within 4 weeks did not worsen the clinical outcomes in NAP patients complicated by POF.


Assuntos
Insuficiência de Múltiplos Órgãos/etiologia , Pancreatite Necrosante Aguda/complicações , Doença Aguda , Adulto , Idoso , Feminino , Doença Enxerto-Hospedeiro , Humanos , Masculino , Pessoa de Meia-Idade , Insuficiência de Múltiplos Órgãos/terapia , Necrose , Pancreatite Necrosante Aguda/diagnóstico , Pancreatite Necrosante Aguda/terapia , Tempo para o Tratamento
4.
J Clin Monit Comput ; 36(3): 839-848, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-33959858

RESUMO

To predict the mortality of acute respiratory distress syndrome (ARDS) by using a radial basis function (RBF) artificial neural network (ANN) model. This study included 217 patients who were admitted between June 2013 and November 2019. The RBF ANN model and logistic regression (LR) model were based on twelve factors related to ARDS. Statistical indexes were used to determine the value of the prediction in the two models. The sensitivity, specificity and accuracy of the RBF ANN model to predict mortality were 83.6%, 88.5% and 82.5%, respectively. Significant differences were found between the RBF ANN and LR models (P < 0.05). When the RBF ANN model was used to identify ARDS, the area under the ROC curve was 0.854 ± 0.029. LDH, organ failure, SP-D and PaO2/FiO2 were the most important independent variables. The RBF ANN model was more likely to predict the mortality of ARDS than the LR model. In addition, it can extract informative risk factors for ARDS.


Assuntos
Síndrome do Desconforto Respiratório , Humanos , Modelos Logísticos , Redes Neurais de Computação , Curva ROC , Fatores de Risco
5.
Psychol Health Med ; 27(2): 312-324, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-33779436

RESUMO

The aims of the study were to assess the contribution of resilience, coping style, and COVID-19 stress on the quality of life (QOL) in frontline health care workers (HCWs). The study was a cross-sectional surveyperformed among 309 HCWs in a tertiaryhospital during the outbreak of COVID-19 in China. Data were collected through an anonymous, self-rated questionnaire, including demographic data, a 10-item COVID-19 stress questionnaire, Generic QOL Inventory-74, Connor-Davidson Resilience Scale, and the Simplified Coping Style Questionnaire. Hierarchical regression was used to analyse the relationship between the study variables and the QOL. Among the 309 participants, resilience and active coping were positively correlated with the QOL (P<0.001), whereas, working in confirmed case wards, COVID-19 stress, and passive coping were negatively correlated with the QOL (P<0.001). Resilience and the active coping were negatively correlated with COVID-19 stress (P<0.001). Resilience, coping style,and COVID-19 stressaccounted for 32%, 13%, and 8% of the variance in predicting the Global QOL, respectively. In conclusion, working in confirmed COVID-19 case wards and COVID-19 stress impaired the QOL in HCWs. Psychological intervention to improve the resilience and coping style, and reduce COVID-19 stress are important in improving the QOL and mental health of HCWs.


Assuntos
COVID-19 , Resiliência Psicológica , Adaptação Psicológica , COVID-19/epidemiologia , Estudos Transversais , Pessoal de Saúde/psicologia , Humanos , Qualidade de Vida , SARS-CoV-2
6.
J Microsc ; 282(2): 175-188, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-33616941

RESUMO

The charging of the polymer thin film irradiated by penetrating electron beam (e-beam) is investigated, in parallel with the numerical simulation and experiment. The simulation is performed by combining scattering, drift, diffusion, trapping and recombination. Results show that, due to the electron emission the net charge near the surface is distribution positively, but negatively inside the film because of low electron mobility. The surface potential is positive near surface and accordingly forces some of secondary electrons to return surface. As irradiation proceeds, currents flowing into and out of the film can tend to equilibrium. In the equilibrium state, with increasing beam energy, the surface potential and the efficient emission current decrease, and the electron beam-induced current and the transmission current tend to zero and the beam current valuable, respectively. E-beams of 10-30 keV cause positive charging on PMMA film of 2 µm, which means the high-energy e-beam can effectively discharge a thin film that has been charged negatively by irradiation with low-energy e-beam. With the increase of the film thickness from 1 to 3 µm, the positive surface potential and the emission current decreases and increases, respectively, and the transmission current tends to zero.

7.
BMC Gastroenterol ; 20(1): 212, 2020 Jul 08.
Artigo em Inglês | MEDLINE | ID: mdl-32640995

RESUMO

BACKGROUND: To evaluate an innovative open necrosectomy strategy with continuous positive drainage and prophylactic diverting loop ileostomy for the management of late infected pancreatic necrosis (LIPN). METHODS: Consecutive patients were divided into open necrosectomy (ON) group (n = 23), open necrosectomy with colonic segment resection (ON+CSR) group (n = 8) and open necrosectomy with prophylactic diverting loop ileostomy (ON+PDLI) group (n = 11). Continuous positive drainage (CPD) via double-lumen irrigation-suction tube (DLIST) was performed in ON+PDLI group. The primary endpoints were duration of organ failure after surgery, postoperative complication, the rate of re-surgery and mortality. The secondary endpoints were duration of hospitalization, cost, time interval between open surgery and total enteral nutrition (TEN). RESULTS: The recovery time of organ function in ON+PDLI group was shorter than that in other two groups. Colonic complications occurred in 13 patients (56.5%) in the ON group and 3 patients (27.3%) in the ON+PDLI group (p = 0.11). The length of stay in the ON+PDLI group was shorter than the ON group (p = 0.001). The hospitalization cost in the ON+PDLI group was less than the ON group (p = 0.0052). CONCLUSION: ON+PDLI can avoid the intestinal dysfunction, re-ileostomy, the resection of innocent colon and reduce the intraoperative trauma. Despite being of colonic complications before or during operation, CPD + PDLI may show superior effectiveness, safety, and convenience in LIPN.


Assuntos
Infecções Intra-Abdominais , Pancreatite Necrosante Aguda , Drenagem , Humanos , Ileostomia/efeitos adversos , Pancreatite Necrosante Aguda/cirurgia , Complicações Pós-Operatórias/etiologia , Complicações Pós-Operatórias/prevenção & controle , Estudos Retrospectivos , Resultado do Tratamento
8.
Lipids Health Dis ; 19(1): 63, 2020 Apr 07.
Artigo em Inglês | MEDLINE | ID: mdl-32264896

RESUMO

BACKGROUND: Hypertriglyceridemia (HTG) is a leading cause of acute pancreatitis. HTG can be caused by either primary (genetic) or secondary etiological factors, and there is increasing appreciation of the interplay between the two kinds of factors in causing severe HTG. OBJECTIVES: The main aim of this study was to identify the genetic basis of hypertriglyceridemia-induced acute pancreatitis (HTG-AP) in a Chinese family with three affected members (the proband, his mother and older sister). METHODS: The entire coding and flanking sequences of LPL, APOC2, APOA5, GPIHBP1 and LMF1 genes were analyzed by Sanger sequencing. The newly identified LPL nonsense variant was subjected to functional analysis by means of transfection into HEK-293 T cells followed by Western blot and activity assays. Previously reported pathogenic LPL nonsense variants were collated and compared with respect to genotype and phenotype relationship. RESULTS: We identified a novel nonsense variant, p.Gln118* (c.351C > T), in the LPL gene, which co-segregated with HTG-AP in the Chinese family. We provided in vitro evidence that this variant resulted in a complete functional loss of the affected LPL allele. We highlighted a role of alcohol abuse in modifying the clinical expression of the disease in the proband. Additionally, our survey of 12 previously reported pathogenic LPL nonsense variants (in 20 carriers) revealed that neither serum triglyceride levels nor occurrence of HTG-AP was distinguishable among the three carrier groups, namely, simple homozygotes, compound heterozygotes and simple heterozygotes. CONCLUSIONS: Our findings, taken together, generated new insights into the complex etiology and expression of HTG-AP.


Assuntos
Códon sem Sentido/genética , Hipertrigliceridemia/complicações , Lipase Lipoproteica/genética , Pancreatite/etiologia , Pancreatite/genética , Adulto , Heparina/farmacologia , Heterozigoto , Humanos , Hipertrigliceridemia/sangue , Masculino , Pancreatite/sangue , Pancreatite/diagnóstico por imagem , Triglicerídeos/sangue
9.
Asia Pac J Clin Nutr ; 29(3): 558-565, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32990616

RESUMO

BACKGROUND AND OBJECTIVES: To investigate whether the tempo of weight gain of children during infancy (from birth up to two years of age) or childhood (between two and five years old) is associated with metabolic and cardiovascular disease. METHODS AND STUDY DESIGN: Cluster sampling was employed to obtain a random sample of preschool children. In total, 1450 children aged five to six years participated in this survey. We obtained data on body weight, height, blood pressure (BP), and serum levels of total cholesterol, triglycerides, glucose, and uric acid, as well as anthropometry at birth and at age 2. RESULTS: The prevalence of obesity at five years old was 14.5%. At five years of age, children with rapid growth (change in body mass index, BMI z-score >0.67) during infancy had a higher odds ratio (OR) of childhood obesity (OR: 2.97 [95% CI: 2.15-4.11]) compared to children with non-rapid growth (change in BMI z-score ≤0.67). Also, children with rapid growth during childhood had a higher OR of childhood obesity (OR: 17.90 [95% CI: 12.31-26.04]), higher systolic BP (OR: 2.38 [95% CI: 1.68-3.39]), higher diastolic BP (OR: 2.42 [95% CI: 1.53-3.83]), and higher triglycerides (OR: 4.09 [95% CI: 1.47-11.33]) or hyperuricemia (OR: 2.23 [95% CI: 1.51-3.29]). CONCLUSIONS: Rapid growth in early childhood is associated with risk factors for both cardiovascular outcomes and metabolic outcomes among preschool children. Developing effective prevention and intervention programs for pre-school children might be important to reduce incidence of long-term metabolic and cardiovascular disease as adults.


Assuntos
Desenvolvimento Infantil , Hipertensão , Hipertrigliceridemia , Hiperuricemia , Obesidade Infantil , Criança , Pré-Escolar , Feminino , Humanos , Masculino , Razão de Chances , Fatores de Risco
10.
HPB (Oxford) ; 22(12): 1738-1744, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32349924

RESUMO

BACKGROUND: Colonic fistula is a potentially fatal complication in acute necrotizing pancreatitis (ANP), especially in patients with infected pancreatic necrosis (IPN). The aim of this study was to evaluate the feasibility of a step-up approach including percutaneous catheter drainage (PCD) and continuous negative pressure irrigation (CNPI) in a group of patients with colonic fistula. METHODS: A retrospective review of a prospectively collected data was performed. Data were extracted for patients complicated by colonic fistula from January 2010 to January 2017. RESULTS: A total of 1750 patients were admitted with ANP during the study period. Of these patients, 711 (41%) developed IPN and colonic fistula was present in 132 (19%). A step-up approach was adopted for all patients, with 47% avoiding surgery. The mortality in patients requiring surgery (37%) was higher than that in patients managed non-surgically (19%) constituting an overall mortality rate of 29%. In patients managed conservatively, 92% had spontaneous closure of the fistula. CONCLUSION: Colonic fistula is not a rare complication in ANP occurring in 19% of patients with IPN in the current study. A step-up approach was effective and safe in managing colonic fistula and surgery could be obviated in nearly half of the patients.


Assuntos
Pancreatite Necrosante Aguda , Drenagem , Humanos , Pancreatite Necrosante Aguda/complicações , Pancreatite Necrosante Aguda/diagnóstico , Pancreatite Necrosante Aguda/terapia , Estudos Retrospectivos , Resultado do Tratamento
11.
Crit Care ; 23(1): 378, 2019 11 27.
Artigo em Inglês | MEDLINE | ID: mdl-31775838

RESUMO

BACKGROUND: This study examined the feasibility of transabdominal intestinal ultrasonography in evaluating acute gastrointestinal injury (AGI). METHODS: A total of 116 patients were included. Intestinal ultrasonography was conducted daily within 1 week after admission to the intensive care unit. Ultrasonography indicators including intestinal diameter, changes in the intestinal folds, thickness of the intestinal wall, stratification of the intestinal wall, and intestinal peristalsis (movement of the intestinal contents) were observed to determine the acute gastrointestinal injury ultrasonography (AGIUS) score. The gastrointestinal and urinary tract sonography ultrasound (GUTS) protocol score was also calculated. During the first week of the study, the gastrointestinal failure (GIF) score was determined daily. The correlations between transabdominal intestinal scores (AGIUS and GUTS) and the GIF score were analyzed to clarify the feasibility of evaluating AGI through observation of the intestine. The utility of intestinal ultrasonography indicators in predicting feeding intolerance was investigated to improve the ability of clinicians to manage AGI. RESULTS: A total of 751 ultrasonic examinations were performed with 511 images (68%) considered to be of "good quality." AGIUS and GUTS scores differed significantly between AGI patients (GIF score 0-2) and non-AGI patients (GIF score 3-4) (p < 0.001). Both scores correlated positively with GIF score (r = 0.54, p < 0.001; r = 0.66, p < 0.001). These ultrasonography indicators could predict feeding intolerance, with an area under the receiver operating characteristic curve of 0.60 (0.48-0.71; intestinal diameter), 0.76 (0.67-0.85; intestinal folds), 0.71 (0.62-0.80; wall thickness), 0.77 (0.69-0.86; wall stratification), and 0.78 (0.68-0.88; intestinal peristalsis). Compared to patients with a normal rate of peristalsis (5-10/min), patients with abnormal peristalsis rates (< 5/min or > 10/min) have increased risk for feeding intolerance (16/83 vs. 25/33, p < 0.001). CONCLUSIONS: The transabdominal intestinal ultrasonography represents an effective means for assessing gastrointestinal injury in critically ill patients. Intestinal ultrasonography indicators, especially the degree of intestinal peristalsis, may be used to predict feeding intolerance. TRIAL REGISTRATION: ClinicalTrial.gov, NCT03589248. Registered 04 July 2018-retrospectively registered.


Assuntos
Traumatismos Abdominais/classificação , Trato Gastrointestinal/diagnóstico por imagem , Valor Preditivo dos Testes , Ultrassonografia/normas , APACHE , Traumatismos Abdominais/diagnóstico , Adulto , Idoso , China , Estado Terminal/terapia , Feminino , Trato Gastrointestinal/fisiopatologia , Hospitalização/estatística & dados numéricos , Humanos , Unidades de Terapia Intensiva/organização & administração , Unidades de Terapia Intensiva/estatística & dados numéricos , Tempo de Internação/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Sistemas Automatizados de Assistência Junto ao Leito , Estudos Prospectivos , Curva ROC , Ultrassonografia/métodos , Ultrassonografia/estatística & dados numéricos
12.
Lipids Health Dis ; 18(1): 68, 2019 Mar 18.
Artigo em Inglês | MEDLINE | ID: mdl-30885219

RESUMO

BACKGROUND: Hypertriglyceridemia (HTG) is one of the most common etiologies of acute pancreatitis (AP). Variants in five genes involved in the regulation of plasma lipid metabolism, namely LPL, APOA5, APOC2, GPIHBP1 and LMF1, have been frequently reported to cause or predispose to HTG. METHODS: A Han Chinese patient with HTG-induced AP was assessed for genetic variants by Sanger sequencing of the entire coding and flanking sequences of the above five genes. RESULTS: The patient was a 32-year-old man with severe obesity (Body Mass Index = 35) and heavy smoking (ten cigarettes per day for more than ten years). At the onset of AP, his serum triglyceride concentration was elevated to 1450.52 mg/dL. We sequenced the entire coding and flanking sequences of the LPL, APOC2, APOA5, GBIHBP1 and LMF1 genes in the patient. We found no putative deleterious variants, with the exception of a novel and heterozygous nonsense variant, c.1024C > T (p.Arg342*; rs776584760), in exon 7 of the LMF1 gene. CONCLUSIONS: This is the first time that a heterozygous LMF1 nonsense variant was found in a HTG-AP patient with severe obesity and heavy smoking, highlighting an important interplay between genetic and lifestyle factors in the etiology of HTG.


Assuntos
Códon sem Sentido , Hipertrigliceridemia/complicações , Proteínas de Membrana/genética , Obesidade Mórbida/genética , Pancreatite/genética , Fumar/genética , Adulto , Predisposição Genética para Doença , Heterozigoto , Humanos , Hipertrigliceridemia/genética , Estilo de Vida , Masculino , Pancreatite/etiologia
13.
HPB (Oxford) ; 21(7): 891-897, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-30591306

RESUMO

BACKGROUND: To predict the risk and severity of acute respiratory distress syndrome (ARDS) following severe acute pancreatitis (SAP) by artificial neural networks (ANNs) model. METHODS: ANNs model was constructed by clinical data of 217 SAP patients. The model was first trained on 152 randomly chosen patients, validated and tested on the 33 patients and 32 patients respectively. Statistical analysis was used to assess the value of it. RESULTS: The training, validation, and test set were not significantly different for 13 variables. After training, ANNs retained excellent pattern recognition ability. When ANNs model was applied to the test set, it revealed a sensitivity of 87.5%, and an accuracy of 84.43%. Significant differences were found between ANNs model and logistic regression model. When ANNs model is used to identify ARDS, the area under ROC was 0.859 + 0.048. Meanwhile, pancreatic necrosis rate, lactic dehydrogenase and oxyhemoglobin saturation were the most important independent variables. Compared with the Berlin definition, the ANN model shows a good accuracy of 73.1% for total severity of ARDS. CONCLUSION: ANNs model is a valuable tool in dealing with risk prediction of ARDS following SAP. In addition, it can extract informative risk factors of ARDS via the ANNs model.


Assuntos
Técnicas de Apoio para a Decisão , Redes Neurais de Computação , Pancreatite/diagnóstico , Síndrome do Desconforto Respiratório/diagnóstico , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pancreatite/complicações , Valor Preditivo dos Testes , Prognóstico , Reprodutibilidade dos Testes , Síndrome do Desconforto Respiratório/etiologia , Medição de Risco , Fatores de Risco , Índice de Gravidade de Doença
14.
Pancreatology ; 18(8): 892-899, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-30268673

RESUMO

OBJECTIVE: The aim of this study is to predict the risk of severe acute pancreatitis (SAP) associated with acute lung injury (ALI) by artificial neural networks (ANNs) model. METHODS: The ANNs and logistic regression model were constructed using clinical and laboratory data of 217 SAP patients. The models were first trained on 152 randomly chosen patients, validated and tested on the 33 patients and 32 patients respectively. Statistical indices were used to evaluate the value of the forecast in two models. RESULTS: The training set, validation set and test set were not significantly different for any of the 13 variables. After training, the back propagation network retained excellent pattern recognition ability. When the ANNs model was applied to the test set, it revealed a sensitivity of 87.5%, specificity of 83.3%. The accuracy was 84.43%. Significant differences could be found between ANNs model and logistic regression model in these parameter. When ANNs model was used to identify ALI, the area under receiver operating characteristic curve was 0.859 ± 0.048, which demonstrated the better overall properties than logistic regression modeling (AUC = 0.701 + 0.041) (95% CI: 0.664-0.857). Meanwhile, pancreatic necrosis rate, lactic dehydrogenase and oxyhemoglobin saturation were the important factors among all thirteen independent variable for ALI. CONCLUSION: The ANNs model was a valuable tool in dealing with the clinical risk prediction problem of ALI following to SAP. In addition, our approach can extract informative risk factors of ALI via the ANNs model.


Assuntos
Injúria Renal Aguda/etiologia , Algoritmos , Redes Neurais de Computação , Pancreatite/complicações , Doença Aguda , Adulto , Área Sob a Curva , Feminino , Humanos , L-Lactato Desidrogenase/sangue , Modelos Logísticos , Aprendizado de Máquina , Masculino , Pessoa de Meia-Idade , Oxiemoglobinas/análise , Valor Preditivo dos Testes , Prognóstico , Curva ROC , Medição de Risco , Adulto Jovem
15.
Ann Vasc Surg ; 47: 78-84, 2018 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-28943487

RESUMO

BACKGROUND: Acute pancreatitis (AP) can induce portosplenomesenteric vein thrombosis (PVT), which may generate higher morbidity and mortality. However current diagnostic modalities for PVT are still controversial. In recent decades, artificial neural networks have been increasingly applied in medical research. The aim of this study is to predict the risk of AP-induced PVT by radial basis function (RBF) artificial neural networks (ANNs) model. METHODS: A retrospective or consecutive study of 426 individuals with AP at our unit between January 1, 2011 and July 31, 2016 was conducted. All individuals were subjected to RBF ANNs. Variables included age, gender, red blood cell specific volume (Hct), prothrombin time (PT), fasting blood glucose, D-Dimer, concentration of serum calcium ([Ca2+]), triglyceride, serum amylase (AMY), acute physiology and chronic health evaluation II score, and Ranson score. All outcomes were derived after subjecting the variables to a statistical analysis. RESULTS: In the RBF ANNs model, D-dimer, AMY, Hct, and PT were the important factors among all 11 independent variables for PVT. The normalized importance of them was 100%, 96.3%, 71.9%, and 68.2%, respectively. The predict sensitivity, specificity, and accuracy by RBF ANNs model for PVT were 76.2%, 92.0%, and 88.1%, respectively. There were significant differences between the RBF ANNs and logistic regression models in these parameters (95% CI: 110.9% [-0.4 to 15.8%]; 8.4% [-3.3 to 19.2%]; and 12.8% [1.6-20.7%], respectively). In addition, the area under receiver operating characteristic curves value for identifying thrombosis when using the RBF ANNs model was 0.892 ± 0.091 (95% CI: 0.805-0.951), demonstrating better overall performance than the logistic regression model (0.762 ± 0.073; 95% CI: 0.662-0.839). CONCLUSIONS: The RBF ANNs model was a valuable tool in predicting the risk of PVT following AP. AMY, D-dimer, PT, and Hct were important prediction factors of approval for AP-induced PVT.


Assuntos
Modelos Teóricos , Redes Neurais de Computação , Pancreatite/complicações , Veia Porta , Medição de Risco/métodos , Trombose Venosa/etiologia , APACHE , Doença Aguda , Adulto , Biomarcadores/análise , Feminino , Testes Hematológicos , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Curva ROC , Estudos Retrospectivos , Sensibilidade e Especificidade
16.
Chin J Traumatol ; 20(5): 305-307, 2017 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-28784327

RESUMO

Central venous catheters (CVCs) are widely used in various puncture and drainage operations in intensive care units (ICUs) in recent years. Compared to conventional operating devices, CVC was welcomed by clinicians because of the advantages of easy use, less damage to the body and convenient fixation process. We came across a patient with severe acute pancreatitis (SAP) who developed cardiac arrest due to thoracic cavity massive bleeding 24 h after thoracocentesis with CVC. Thoracotomy surgery was carried out immediately, which confirmed an intercostal artery injury. The patient was discharged from hospital without any neurological complications two months later. Here we report this case to remind all the emergency department and ICU physicians to pay more attention to the complication of thoracic cavity bleeding following thoracocentesis conducted by CVC.


Assuntos
Cateteres Venosos Centrais , Hemotórax/etiologia , Toracentese/efeitos adversos , Adulto , Feminino , Humanos , Unidades de Terapia Intensiva
17.
Chirurgia (Bucur) ; 112(2): 143-151, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28463673

RESUMO

OBJECT: To discover whether cirrhotic portal hypertension patients with symptomatic cholelithiasis would benefit from cholecystolithotomy combined with Armillarisin A in the authors hospital. Methods: Sixty-one patients with cirrhotic portal hypertension and symptomatic gallstone disease who underwent either cholecystolithotomy combined with Armillarisin A (group A) or cholecystectomy (group B) for cholelithiasis from Feb 2007 to March 2011 were retrospectively reviewed. These patients were undergoing simultaneous procedure for esophageal varices. The operation-relevant information, change of laboratory examination data, postoperative complications and symptoms were analyzed. Results: There were no significant differences between group A and group B in mean operative time, intraoperative blood loss, time to resume diet postoperatively and length of hospital stay (P 0.05). The hepatic function biochemical profile and Child-Pugh'™s score at 2 weeks and 1 month after operations were both altered significantly less in group A than in group B (ALT, 0.008, 0.011; AST, 0.006, 0.003; Child-Pugh'™s score, 0.010, 0.016, respectively). However, at 6 months postoperatively, the changes were not significant (P 0.05). Except for gallstone recurrence and wound infection, occurrences or development of postoperative complications including biliary fistula, liver failure and subphrenic infection showed significant differences between the two groups (P = 0.037, P = 0.041, P = 0.019, respectively). After a mean follow-up of 4.2 years, all patients remain alive. Twenty-seven patients in group A (93%) are free of biliary symptoms. CONCLUSION: Cholecystolithotomy combined with using Armillarisin A is a useful treatment for symptomatic gallstones in patients with cirrhotic portal hypertension who are at high risk for cholecystectomy. It preserves gallbladder function and reduces the possibility of liver failure; moreover the rate of recurrent gallstones are relatively low.


Assuntos
Benzopiranos/uso terapêutico , Colecistectomia Laparoscópica , Colelitíase/complicações , Colelitíase/cirurgia , Hipertensão Portal/etiologia , Hipertensão Portal/cirurgia , Cirrose Hepática/complicações , Adulto , Perda Sanguínea Cirúrgica/prevenção & controle , Colagogos e Coleréticos/uso terapêutico , Colecistectomia Laparoscópica/efeitos adversos , Colecistectomia Laparoscópica/métodos , Varizes Esofágicas e Gástricas/etiologia , Varizes Esofágicas e Gástricas/cirurgia , Feminino , Seguimentos , Humanos , Hipertensão Portal/complicações , Tempo de Internação , Masculino , Pessoa de Meia-Idade , Duração da Cirurgia , Recidiva , Estudos Retrospectivos , Fatores de Risco , Resultado do Tratamento
19.
Eur J Pediatr ; 173(11): 1467-71, 2014 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-24889335

RESUMO

UNLABELLED: Kawasaki disease (KD) is associated with the development of coronary arterial lesions (CALs) in children. We aimed to test the hypothesis that circulating 25-hydroxyvitamin D3 [25-(OH)D3] could be identified as a clinical parameter for predicting CALs secondary to KD in children. We enrolled 35 children with KD in the acute phase and measured serum 25-(OH)D3 levels in all of them, then followed up by echocardiography for CALs. Additionally, serum 25-(OH)D3 levels were obtained in 23 febrile children with respiratory tract infections and 30 healthy children. Of the 35 KD children, nine had CALs according to echocardiography and 26 did not (NCALs). Serum 25-(OH)D3 levels were not significantly different between NCALs and healthy children (49.2 ± 23.8 versus 44.1 ± 30.2 ng/ml; P = 0.49). Serum 25-(OH)D3 levels were significantly higher in children with CALs than those without CALs (83.9 ± 26.3 versus 49.2 ± 23.8 ng/ml; P = 0.001). The cutoff value of 65 ng/ml to predict subsequent CALs had a specificity of 0.73, sensitivity of 0.78, and diagnostic accuracy of 0.74. CONCLUSION: Serum 25-(OH)D3 levels were elevated dur-ing the acute phase in KD children who had subsequent CALs. Serum 25-(OH)D3 levels in the acute phase of KD may be used to predict subsequent CALs.


Assuntos
Biomarcadores/sangue , Calcifediol/sangue , Doença da Artéria Coronariana/sangue , Vasos Coronários/patologia , Síndrome de Linfonodos Mucocutâneos/sangue , Criança , Pré-Escolar , Doença da Artéria Coronariana/etiologia , Feminino , Humanos , Lactente , Masculino , Síndrome de Linfonodos Mucocutâneos/complicações , Curva ROC , Fatores de Risco , Sensibilidade e Especificidade
20.
Chin J Cancer ; 33(4): 176-88, 2014 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24636232

RESUMO

Air pollution in China comes from multiple sources, including coal consumption, construction and industrial dust, and vehicle exhaust. Coal consumption in particular directly determines the emissions of three major air pollutants: dust, sulfur dioxide (SO(2)), and nitrogen oxide (NOx). The rapidly increasing number of civilian vehicles is expected to bring NOx emission to a very high level. Contrary to expectations, however, existing data show that the concentrations of major pollutants [particulate matter-10 (PM10), SO(2), and nitrogen dioxide (NO(2))] in several large Chinese cities have declined during the past decades, though they still exceed the national standards of ambient air quality. Archived data from China does not fully support that the concentrations of pollutants directly depend on local emissions, but this is likely due to inaccurate measurement of pollutants. Analyses on the cancer registry data show that cancer burden related to air pollution is on the rise in China and will likely increase further, but there is a lack of data to accurately predict the cancer burden. Past experience from other countries has sounded alarm of the link between air pollution and cancer. The quantitative association requires dedicated research as well as establishment of needed monitoring infrastructures and cancer registries. The air pollution-cancer link is a serious public health issue that needs urgent investigation.


Assuntos
Poluentes Atmosféricos/toxicidade , Poluição do Ar/efeitos adversos , Carcinógenos Ambientais/toxicidade , Neoplasias/etiologia , China , Carvão Mineral , Humanos , Dióxido de Nitrogênio/toxicidade , Material Particulado/toxicidade , Dióxido de Enxofre/toxicidade , Emissões de Veículos/toxicidade
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