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1.
Lipids Health Dis ; 23(1): 119, 2024 Apr 22.
Artículo en Inglés | MEDLINE | ID: mdl-38649912

RESUMEN

BACKGROUND: Acute pancreatitis (AP) has become a significant global health concern, and a high body mass index (BMI) has been identified as a key risk factor exacerbating this condition. Within this context, lipid metabolism assumes a critical role. The complex relationship between elevated BMI and AP, mediated by lipid metabolism, markedly increases the risk of complications and mortality. This study aimed to accurately define the correlation between BMI and AP, incorporating a comprehensive analysis of the interactions between individuals with high BMI and AP. METHODS: Mendelian randomization (MR) analysis was first applied to determine the causal relationship between BMI and the risk of AP. Subsequently, three microarray datasets were obtained from the GEO database. This was followed by an analysis of differentially expressed genes and the application of weighted gene coexpression network analysis (WGCNA) to identify key modular genes associated with AP and elevated BMI. Functional enrichment analysis was then performed to shed light on disease pathogenesis. To identify the most informative genes, machine learning algorithms, including Random Forest (RF), Support Vector Machine-Recursive Feature Elimination (SVM-RFE), and Least Absolute Shrinkage and Selection Operator (LASSO), were employed. Subsequent analysis focused on the colocalization of the Quantitative Trait Loci (eQTL) data associated with the selected genes and Genome-Wide Association Studies (GWAS) data related to the disease. Preliminary verification of gene expression trends was conducted using external GEO datasets. Ultimately, the diagnostic potential of these genes was further confirmed through the development of an AP model in mice with a high BMI. RESULTS: A total of 21 intersecting genes related to BMI>30, AP, and lipid metabolism were identified from the datasets. These genes were primarily enriched in pathways related to cytosolic DNA sensing, cytokine‒cytokine receptor interactions, and various immune and inflammatory responses. Next, three machine learning techniques were utilized to identify HADH as the most prevalent diagnostic gene. Colocalization analysis revealed that HADH significantly influenced the risk factors associated with BMI and AP. Furthermore, the trend in HADH expression within the external validation dataset aligned with the trend in the experimental data, thus providing a preliminary validation of the experimental findings.The changes in its expression were further validated using external datasets and quantitative real-time polymerase chain reaction (qPCR). CONCLUSION: This study systematically identified HADH as a potential lipid metabolism-grounded biomarker for AP in patients with a BMI>30.


Asunto(s)
Índice de Masa Corporal , Estudio de Asociación del Genoma Completo , Análisis de la Aleatorización Mendeliana , Pancreatitis , Sitios de Carácter Cuantitativo , Humanos , Pancreatitis/genética , Ratones , Animales , Biomarcadores/sangre , Biomarcadores/metabolismo , Perfilación de la Expresión Génica , Transcriptoma/genética , Aprendizaje Automático , Metabolismo de los Lípidos/genética , Redes Reguladoras de Genes , Factores de Riesgo
2.
BMC Gastroenterol ; 21(1): 331, 2021 Aug 25.
Artículo en Inglés | MEDLINE | ID: mdl-34433425

RESUMEN

BACKGROUND: There are few reports about the effect of glucocorticoids in the treatment of acute pancreatitis in humans. This study aims to evaluate the effect of glucocorticoids in the treatment of acute pancreatitis by propensity score matching analysis. RESULTS: Acute pancreatitis patients admitted between 2014 and 2019 were collected from the database and analyzed. Included patients were divided into the glucocorticoids-used group (GC group) and the non-glucocorticoids-used group (NGC group) according to whether glucocorticoids were used. A total of 818 eligible patients were included in the final analysis. Seventy-six patients were treated with glucocorticoids, and 742 patients were treated without glucocorticoids. Before propensity score matching, the triglyceride levels (38.2 ± 18.5 vs. 20.2 ± 16.8, P < 0.05) and Acute Physiology and Chronic Health Evaluation II (APACHE II) scores (7.1 ± 2.5 vs. 4.5 ± 2.1, P < 0.05) at admission were significantly higher in the GC group than in the NGC group. The incidence of multi-organ failure (33.3% vs. 11.9%, P < 0.05) was significantly higher in the GC group than in the NGC group. Patients in the GC group showed a positive balance of fluid intake and output over 72 h. After 1:1 propensity score matching, 59 patients from each group (GC and NGC) were included in the analysis. There were no significant differences in age, sex, body mass index, triglycerides, or APACHE II scores between the two groups (P > 0.05), and the patients' clinical outcomes were reversed. The proportion of patients with organ failure (40.7% vs. 52.5%, p < 0.05) and multi-organ failure (35.0% vs. 67.7%, P < 0.05) was significantly lower in the GC group than in the NGC group. Furthermore, patients in the GC group had significantly shorter lengths of hospital stay (12.9 ± 5.5 vs. 16.3 ± 7.7, P < 0.05) and costs (25,348.4 ± 2512.6vs. 32,421.7 ± 2813.3, P < 0.05) than those in the NGC group. CONCLUSIONS: This study presents preliminary confirmation of the beneficial effect of glucocorticoids in the treatment of acute pancreatitis. More high-quality prospective studies are needed in the future.


Asunto(s)
Glucocorticoides , Pancreatitis , APACHE , Enfermedad Aguda , Glucocorticoides/uso terapéutico , Humanos , Pancreatitis/tratamiento farmacológico , Puntaje de Propensión
3.
Appl Nurs Res ; 62: 151491, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34814995

RESUMEN

BACKGROUND: Fragility hip fracture (FHF) is a significant cause of morbidity and mortality in older adults. In 2018, Best Practice Nursing Care Standards for Older Adults with Fragility Hip Fracture (NSOF) were released by The International Collaboration of Orthopaedic Nursing (ICON). However, there are only limited clinical data about the application of this standard in clinical practice in China. AIMS: To determine the clinical practice effect of the NSOF. METHODS: A retrospective single-centre cohort study was performed from January 2016 to June 2020. Patients were divided into the standardized nursing care group (SN group) and the conventional nursing care group (CN group) depending on whether they were cared for according to the NSOF criteria. The propensity score matched (PSM) analysis was conducted in this study. The perioperative and follow-up outcomes between the two groups were analyzed. RESULTS: A total of 204 patients diagnosed with FHF were included in the study. After a 1:1 matching, 56 cases were identified in the SN group as well as the CN group. Patients in the SN group had significantly shorter preoperative wait times for surgery (17.4 ± 4.6 vs. 24.4 ± 7.6 h, p < 0.05) and a higher proportion of individuals performing exercise within 24 h after surgery (94.6% vs. 66.1%, p < 0.05). Notably, patients in the SN group also had a significantly shorter length of stay than those in the CN group (9.4 ± 3.1 vs. 14.2 ± 5.1 days, p < 0.05). At the 6-month follow-up, the incidence of refracture was significantly lower (3.6% vs. 14.3%, p < 0.05), and the timed up and go mobility index was improved in the SN group compared to the CN group (20.3 ± 1.7 vs. 24.6 ± 2.2 s, p < 0.05). CONCLUSION: This study showed that application of the NSOF resulted in a significant improvement in the treatment of older adults patients with FHF.


Asunto(s)
Fracturas de Cadera , Nivel de Atención , Anciano , Estudios de Cohortes , Fracturas de Cadera/cirugía , Humanos , Puntaje de Propensión , Estudios Retrospectivos
4.
Med Sci Monit ; 23: 623-630, 2017 Feb 03.
Artículo en Inglés | MEDLINE | ID: mdl-28154369

RESUMEN

BACKGROUND The correlation between sham feeding and acute pancreatitis (AP) has only been examined in limited studies. We aimed to investigate the efficacy and safety of sham feeding in the early stage of AP. MATERIAL AND METHODS A randomized controlled clinical trial was performed. Equal groups of AP patients were recruited. Patients in the sham feeding group received chewing gum 4 times a day after admission. All patients in the trial received standard treatment consistent with the guidelines for AP. The primary outcomes were mortality, length of stay (LOS), and medical expenses. Secondary outcomes were the incidence of complications and other adverse events, return of gastrointestinal function, the details of enteral nutrition and intra-abdominal pressure. RESULTS From May 2014 to December 2015, a total of 204 patients were recruited. The LOS and hospital costs in the sham feeding group were reduced, although mortality was equivalent between groups. The return of gastrointestinal function occurred earlier in the sham feeding group, with no complications related to gum chewing. CONCLUSIONS Sham feeding with chewing gum is safe and efficacious in the early stage of AP.


Asunto(s)
Goma de Mascar , Pancreatitis/terapia , Enfermedad Aguda , Adulto , China , Ingestión de Alimentos/fisiología , Femenino , Motilidad Gastrointestinal/fisiología , Humanos , Tiempo de Internación , Masculino , Persona de Mediana Edad , Pancreatitis/mortalidad , Pancreatitis/fisiopatología , Placebos , Recuperación de la Función , Resultado del Tratamiento
5.
Lipids Health Dis ; 15: 110, 2016 Jun 24.
Artículo en Inglés | MEDLINE | ID: mdl-27341816

RESUMEN

BACKGROUND: Our previous reports demonstrated that abdominal paracentesis drainage (APD) exerts a beneficial effect on severe acute pancreatitis (SAP) patients. However, the underlying mechanisms for this effectiveness are not well understood. METHODS: A retrospective cohort of 132 consecutive non-hypertriglyceridemia (HTG)-induced SAP patients with triglyceride (TG) elevation and pancreatitis-associated ascitic fluid (PAAF) was recruited from May 2010 to May 2015 and included in this study. The patients were divided into two groups: the APD group (n = 68) and the non-APD group (n = 64). The monitored parameters mainly included mortality, hospital stay, the incidence of further intervention, levels of serum lipid metabolites and inflammatory factors, parameters related to organ failure and infections, and severity scores. RESULTS: The demographic data and severity scores were comparable between the two groups. Compared with the non-APD group, the primary outcomes (including mortality, hospital stay and the incidence of percutaneous catheter drainage) in the APD group were improved. The serum levels of lipid metabolites were significantly lower in the APD group after 2 weeks of treatment than in the non-APD group. Logistic regression analysis indicated that the decreased extent of free fatty acid (FFA)(odds ratio, 1.435; P = 0.015) was a predictor of clinical improvement after 2 weeks of treatment. CONCLUSION: Treatment with APD benefits non-HTG-induced SAP patients with serum TG elevation by decreasing serum levels of FFA.


Asunto(s)
Ácidos Grasos no Esterificados/sangre , Pancreatitis/sangre , Pancreatitis/cirugía , Paracentesis , Triglicéridos/sangre , Abdomen/cirugía , Enfermedad Aguda , Adulto , Líquido Ascítico/química , Drenaje , Femenino , Humanos , Tiempo de Internación/estadística & datos numéricos , Modelos Logísticos , Persona de Mediana Edad , Oportunidad Relativa , Pancreatitis/mortalidad , Pancreatitis/patología , Estudios Retrospectivos , Índice de Severidad de la Enfermedad , Análisis de Supervivencia , Resultado del Tratamiento
6.
J Clin Gastroenterol ; 49(9): 757-63, 2015 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-26053169

RESUMEN

GOALS: To demonstrate the relationship between abdominal paracentesis drainage (APD) and infectious complications in moderately severe acute pancreatitis (MSAP) or severe acute pancreatitis (SAP) patients. BACKGROUND: The effectiveness of APD for SAP was demonstrated in our previous study. However, the relationship between APD and infectious complications has not been fully elucidated. STUDY: We conducted a prospective cohort study of 255 patients with MSAP or SAP. The patients were divided into 2 groups: patients with acute pancreatitis who underwent APD (group 1) and patients with acute pancreatitis who did not undergo APD (group 2). Four types of infectious complications were evaluated: bacteremia, infected necrosis, pneumonia, and sepsis. The pathogens responsible for infectious complications were analyzed. The need for percutaneous catheter drainage and mortality were also compared between the 2 groups. RESULTS: A total of 255 patients were included with analogous baseline features. The rate of overall infectious complications in group 1 was 38.1%, which was lower than that in group 2 (52.7%, P=0.019). This difference was mainly based on infected necrosis (12.7% and 23.3% in groups 1 and 2, respectively, P=0.034). The microbial spectrum was similar in the 2 groups. Percutaneous catheter drainage was used less frequent in group 1 (18.3%) than in group 2 (31.8%, P=0.014). The infection-related mortality in groups 1 and 2 was 6.5% and 8.5%, respectively, and there was no significant difference (P=0.457). CONCLUSION: Our results indicate that APD did not increase the infectious complications and infection-related mortality compared with the strategy without APD in patients with MSAP or SAP.


Asunto(s)
Drenaje/métodos , Infecciones/epidemiología , Pancreatitis/terapia , Paracentesis/métodos , Enfermedad Aguda , Adulto , Anciano , Cateterismo/métodos , Estudios de Cohortes , Drenaje/efectos adversos , Femenino , Humanos , Infecciones/etiología , Infecciones/mortalidad , Masculino , Persona de Mediana Edad , Pancreatitis/fisiopatología , Paracentesis/efectos adversos , Estudios Prospectivos , Índice de Severidad de la Enfermedad
7.
Cell Tissue Res ; 357(1): 173-84, 2014 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-24737489

RESUMEN

In a previous study, the Notch pathway inhibited with N-[N-(3,5-difluorophenacetyl)-L-alanyl]-S-phenylglycine t-butyl ester (also called DAPT) was shown to promote the differentiation of fetal liver stem/progenitor cells (FLSPCs) into hepatocytes and to impair cholangiocyte differentiation. The precise mechanism for this, however, was not elucidated. Two mechanisms are possible: Notch inhibition might directly up-regulate hepatocyte differentiation via HGF (hepatocyte growth factor) and HNF (hepatocyte nuclear factor)-4α or might impair cholangiocyte differentiation thereby indirectly rendering hepatocyte differentiation as the dominant state. In this study, HGF and HNF expression was detected after the Notch pathway was inhibited. Although our initial investigation indicated that the inhibition of Notch induced hepatocyte differentiation with an efficiency similar to the induction via HGF, the results of this study demonstrate that Notch inhibition does not induce significant up-regulation of HGF or HNF-4α in FLSPCs. This suggests that Notch inhibition induces hepatocyte differentiation without the influence of HGF or HNF-4α. Moreover, significant down-regulation of HNF-1ß was observed, presumably dependent on an impairment of cholangiocyte differentiation. To confirm this presumption, HNF-1ß was blocked in FLSPCs and was followed by hepatocyte differentiation. The expression of markers of mature cholangiocyte was impaired and hepatocyte markers were elevated significantly. The data thus demonstrate that the inhibition of cholangiocyte differentiation spontaneously induces hepatocyte differentiation and further suggest that hepatocyte differentiation from FLSPCs occurs at the expense of the impairment of cholangiocyte differentiation, probably being enhanced partially via HNF-1ß down-regulation or Notch inhibition.


Asunto(s)
Células Madre Embrionarias/citología , Factor Nuclear 1-beta del Hepatocito/antagonistas & inhibidores , Hepatocitos/citología , Hígado/citología , Hígado/embriología , Receptores Notch/antagonistas & inhibidores , Animales , Técnicas de Cultivo de Célula , Diferenciación Celular/fisiología , Dipéptidos/farmacología , Ratas , Ratas Endogámicas F344 , Transducción de Señal , Transfección
8.
Surg Endosc ; 28(7): 2236-42, 2014 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-24570012

RESUMEN

BACKGROUND: Cholecystolithiasis is the most common disease treated by general surgery, with an incidence of about 0.15-0.22%. The most common therapies are open cholecystectomy (OC) or laparoscopic cholecystectomy (LC). However, with a greater understanding of the function of the cholecyst, more and more patients and surgeons are aware that preserving the functional cholecyst is important for young patients, as well as patients who would not tolerate anesthesia associated with either OC or LC. Based on these considerations, we have introduced a notable, minimally invasive treatment for cholecystolithotomy. METHODS: We performed a retrospective review of patients with cholecystolithiasis who were unable to tolerate surgery or who insisted on preserving the functional cholecyst. Our particular approach can be simply described as ultrasound-guided percutaneous cholecystostomy combined with a choledochoscope for performing a cholecystolithotomy under local anesthesia. RESULTS: Ten patients with cholecystolithiasis were treated via this approach. All except one patient had their gallbladder stones totally removed under local anesthesia, without the aggressive procedures associated with OC or LC. The maximum number of gallbladder stones removed was 16, and the maximum diameter was 13 mm without lithotripsy. After the minimally invasive surgery, the cholecyst contractile functions of all patients were normal, confirmed via ultrasound after a high-fat diet. Complications such as bile duct injury, biliary fistula, and bleeding occurred significantly less often than with OC and LC. The recurrence rates for each of 2 post-operative years were about 11.11% (1/9, excluding a failure case) with uncertainty surrounding recurrence or residue, and 22.22% (2/9, including one non-recurrence patient with follow-up time of 22 months), respectively. CONCLUSIONS: Ultrasound-guided percutaneous cholecystostomy combined with choledochoscope is a safe, efficient, and minimally invasive cholecystolithotomy method. We recommend this technique for the management of small stones (less than 15 mm) in high-risk surgical patients.


Asunto(s)
Colecistectomía/métodos , Colecistostomía/métodos , Colelitiasis/cirugía , Ultrasonografía Intervencional , Adulto , Anciano , Anciano de 80 o más Años , Anestesia Local , Cateterismo , Femenino , Humanos , Masculino , Persona de Mediana Edad , Complicaciones Posoperatorias , Recurrencia , Estudios Retrospectivos
9.
Front Mol Biosci ; 11: 1375360, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38962282

RESUMEN

Background: High altitude de-acclimatization (HADA) is gradually becoming a public health concern as millions of individuals of different occupations migrate to high-altitude areas for work due to economic growth in plateau areas. HADA affects people who return to lower elevations after exposure to high altitudes. It causes significant physiological and functional changes that can negatively impact health and even endanger life. However, uncertainties persist about the detailed mechanisms underlying HADA. Methods: We established a population cohort of individuals with HADA and assessed variations in metabolite composition. Plasm samples of four groups, including subjects staying at plain (P) and high altitude (H) as well as subjects suffering from HADA syndrome with almost no reaction (r3) and mild-to-moderate reaction (R3) after returning to plain from high altitude, were collected and analyzed by Liquid Chromatography-Mass Spectrometry metabolomic. Multivariate statistical analyses were used to explore significant differences and potential clinical prospect of metabolites. Result: Although significantly different on current HADAS diagnostic symptom score, there were no differences in 17 usual clinical indices between r3 and R3. Further multivariate analyses showed isolated clustering distribution of the metabolites among the four groups, suggesting significant differences in their metabolic characteristics. Through K-means clustering analysis, we identified 235 metabolites that exhibited patterns of abundance change consistent with phenotype of HADA syndrome. Pathway enrichment analysis indicated a high influence of polyunsaturated fatty acids under high-altitude conditions. We compared the metabolites between R3 and r3 and found 107 metabolites with differential abundance involved in lipid metabolism and oxidation, suggesting their potential role in the regulation of oxidative stress homeostasis. Among them, four metabolites might play a key role in the occurrence of HADA, including 11-beta-hydroxyandrosterone-3-glucuronide, 5-methoxyindoleacetate, 9,10-epoxyoctadecenoic acid, and PysoPC (20:5). Conclusion: We observed the dynamic variation in the metabolic process of HADA. Levels of four metabolites, which might be provoking HADA mediated through lipid metabolism and oxidation, were expected to be explore prospective indices for HADA. Additionally, metabolomics was more efficient in identifying environmental risk factors than clinical examination when dramatic metabolic disturbances underlying the difference in symptoms were detected, providing new insights into the molecular mechanisms of HADAS.

10.
Nurs Open ; 10(7): 4570-4577, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-36864671

RESUMEN

AIM: Nurse-led transitional care programmes (TCPs) have been shown to facilitate patient recovery in several illness settings, but its role among patients discharged with T-tubes remains uncertain. The aim of the study was to investigate the effects of a nurse-led TCP among patients discharged with T-tubes. DESIGN: This retrospective cohort study was conducted at a tertiary medical centre. METHODS: From January 2018 to December 2020, a total of 706 patients discharged with T-tubes after biliary surgery were included in the study. Patients were divided into a TCP group (n = 255) and a control group (n = 451) based on whether they participated in a TCP. The baseline characteristics, discharge readiness, self-care ability, transitional care quality and quality of life (QoL) were compared between the groups. RESULTS: Self-care ability and transitional care quality were significantly higher in the TCP group. Patients in the TCP group also exhibited improved QoL and satisfaction. The results suggest that the incorporation of a nurse-led TCP among patients discharged with T-tubes after biliary surgery is feasible and effective. No Patient or Public Contribution.


Asunto(s)
Alta del Paciente , Cuidado de Transición , Humanos , Calidad de Vida , Rol de la Enfermera , Estudios Retrospectivos
11.
Heliyon ; 9(2): e13200, 2023 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-36798767

RESUMEN

Background and aims: Improved mortality prediction among intensive care unit (ICU) inpatients is a valuable and challenging task. Limited clinical data, especially with appropriate labels, are an important element restricting accurate predictions. Generative adversarial networks (GANs) are excellent generative models and have shown great potential for data simulation. However, there have been no relevant studies using GANs to predict mortality among ICU inpatients. In this study, we aim to evaluate the predictive performance of a variant of GAN called conditional medical GAN (c-med GAN) compared with some baseline models, including simplified acute physiology score II (SAPS II), support vector machine (SVM), and multilayer perceptron (MLP). Methods: Data from a publicly available intensive care database, the Medical Information Mart for Intensive Care III (MIMIC-III) database (v1.4), were included in this study. The area under the precision-recall curve (PR-AUC), area under the receiver operating characteristic curve (ROC-AUC), and F1 score were used to evaluate the predictive performance. In addition, the size of the dataset was artificially reduced, and the performance of the c-med GAN was compared in different size datasets. Results: The results showed that c-med GAN achieves the best PR-AUC, ROC-AUC, and F1 score compared with SAPS II, SVM, and MLP when training in the full MIMIC-III dataset. When the size of the dataset was reduced, the prediction performances of both MLP and c-med GAN were affected. However, the c-med GAN still outperformed MLP on smaller datasets and had less degradation. Conclusion: The prediction of in-hospital mortality based on the c-med GAN for ICU patients showed better performance than the baseline models. Despite some inadequacies, this model may have a promising future in clinical applications which will be explored by further research.

12.
Clin Nurs Res ; 32(2): 298-305, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36514816

RESUMEN

This study aimed to investigate whether mobile health (mHealth)-based transitional care, which utilized WeChat, could benefit patients undergoing hepatectomy. From January 2019 to December 2020, 807 patients who underwent hepatectomy in a tertiary care hospital were included in the study. Patients were divided into a transitional care group (TC group) (n = 238) and a control group (n = 569) based on whether they participated in mHealth-based transitional care, which utilized the WeChat application. Depending on the type of variables, t-tests, χ2 tests, and other statistical methods were used to compare differences between groups. Propensity score matching analysis was conducted for factors that differed in basic characteristics. After 1:1 matching, 238 patients were included in each group. Less readmission within 90 days of discharge, better quality of life, and higher satisfaction were found in the TC group both before and after matching (p < .05). This study showed the potential of applying mHealth-based transitional care among post-hepatectomy patients.


Asunto(s)
Telemedicina , Cuidado de Transición , Humanos , Proyectos Piloto , Hepatectomía , Calidad de Vida , Telemedicina/métodos
13.
Heliyon ; 9(2): e13573, 2023 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-36852025

RESUMEN

Background and aims: Accurately predicting length of stay (LOS) is considered a challenging task for health care systems globally. In previous studies on LOS range prediction, researchers commonly pre-classified the LOS ranges, which were the same for all patients in the same classification, and then utilized a classifier for prediction. In this study, we innovatively aimed to predict the specific LOS range for each patient (the LOS range was different for each patient). Methods: In the modified deep neural network (DNN), the overall sample error (root mean square error (RMSE) method), the estimated sample error (ERRpred method), the probability distribution with different loss functions (Dispred_Loss1, Dispred_Loss2, and Dispred_Loss3 method), and the generative adversarial networks (WGAN-GP for LOS method) are used for LOS range prediction. The Medical Information Mart for Intensive Care III (MIMIC-III) database is used to validate these methods. Results: The RMSE method is convenient for LOS range prediction, but the predicted ranges are all consistent in the same batch of samples. The ERRpred method can achieve better prediction results in samples with low errors. However, the prediction effect is worse in samples with larger errors. The Dispred_Loss1 method encounters a training instability problem. The Dispred_Loss2 and Dispred_Loss3 methods perform well in making predictions. Although WGAN-GP for LOS method does not show a substantial advantage over other methods, this method might have the potential to improve the predictive performance. Conclusion: The results show that it is possible to achieve an acceptable accurate LOS range prediction through a reasonable model design, which may help physicians in the clinic.

14.
Sci Rep ; 13(1): 17514, 2023 10 16.
Artículo en Inglés | MEDLINE | ID: mdl-37845380

RESUMEN

This study aimed to evaluate acute pancreatitis (AP) severity using convolutional neural network (CNN) models with enhanced computed tomography (CT) scans. Three-dimensional DenseNet CNN models were developed and trained using the enhanced CT scans labeled with two severity assessment methods: the computed tomography severity index (CTSI) and Atlanta classification. Each labeling method was used independently for model training and validation. Model performance was evaluated using confusion matrices, areas under the receiver operating characteristic curve (AUC-ROC), accuracy, precision, recall, F1 score, and respective macro-average metrics. A total of 1,798 enhanced CT scans met the inclusion criteria were included in this study. The dataset was randomly divided into a training dataset (n = 1618) and a test dataset (n = 180) with a ratio of 9:1. The DenseNet model demonstrated promising predictions for both CTSI and Atlanta classification-labeled CT scans, with accuracy greater than 0.7 and AUC-ROC greater than 0.8. Specifically, when trained with CT scans labeled using CTSI, the DenseNet model achieved good performance, with a macro-average F1 score of 0.835 and a macro-average AUC-ROC of 0.980. The findings of this study affirm the feasibility of employing CNN models to predict the severity of AP using enhanced CT scans.


Asunto(s)
Pancreatitis , Humanos , Enfermedad Aguda , Pancreatitis/diagnóstico por imagen , Tomografía Computarizada por Rayos X/métodos , Redes Neurales de la Computación , Curva ROC , Estudios Retrospectivos
15.
Front Mol Biosci ; 10: 1198557, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37484531

RESUMEN

Background: Centrosomal Protein 55 (CEP55) was initially described as a main participant in the final stage of cytokinesis. Further research identified CEP55 as a cancer-testis antigen (CTA) that is aberrantly expressed in different malignancies and a cancer vaccination candidate. The current study aimed to disclose the complete expression of CEP55, its effect on various malignancy prognoses, and its role in the tumor microenvironment. Methods: Transcriptional information regarding tumor and normal tissues, as well as externally validated and protein expression data were gathered from the Cancer Genome Atlas, Genotype-Tissue Expression project, Gene Expression Omnibus, and Human Protein Atlas. We examined the effect of CEP55 on tumor prognosis using Kaplan-Meier (KM) and univariate Cox regression analyses. In addition, we investigated the connections between CEP55 expression and hallmark cancer pathways, immune cell infiltration, and immune regulator expression across malignancies. We constructed and validated a CEP55-related risk model for hepatocellular carcinoma (HCC) and explored the correlations between CEP55 expression and HCC molecular subtypes. Finally, we investigated putative small-molecule drugs targeting CEP55 using a connectivity map (CMap) database and validated them using molecular docking analysis. Findings: CEP55 was aberrantly expressed in most cancers and revealed a prognostic value for several malignancies. Cancers with high CEP55 expression showed significantly enhanced cell cycle, proliferation, and immune-related pathways. For most malignancies, elevated CEP55 expression was associated with the infiltration of myeloid-derived suppressor cells (MDSCs) and Th2 cells. In addition, CEP55 expression was linked to immunomodulators and the potential prediction of immune checkpoint inhibitor (ICI) responses, and strongly associated with distinct molecular HCC subtypes, whereby the CEP55-based nomogram performed well in predicting short- and long-term HCC survival. Finally, we used connectivity map (CMap) and molecular docking analyses to discover three candidate small-molecule drugs that could directly bind to CEP55. Conclusion: CEP55 affected the occurrence and development of various cancers and possibly the regulation of the tumor immune microenvironment. Our findings suggest that CEP55 is a potential biomarker for prognosis and a powerful biomarker for ICI efficacy prediction.

16.
Am J Med Sci ; 365(1): 48-55, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-36037989

RESUMEN

BACKGROUND: Intra-abdominal hypertension (IAH) is an important risk factor for organ dysfunction, and it occurs in the early phase of severe acute pancreatitis (SAP). We have reported a novel step-up approach and shown the benefit of performing abdominal paracentesis drainage (APD) ahead of percutaneous catheter drainage (PCD) when treating Patients with SAP with fluid collections. This study aimed to evaluate the efficacy of APD in Patients with SAP complicated with IAH in the early phase. METHODS: In the present study, 206 AP patients complicated with IAH in the early phase were enrolled in hospital between June 2017 and December 2020. The patients were divided into two groups: 109 underwent APD (APD group) and 97 were managed without APD (non-APD group). We retrospectively compared the outcomes of the APD and non-APD groups for IAH treatment. The parameters including mortality, infection, organ failure, inflammatory factors, indications for further interventions, and drainage-related complications were observed. RESULTS: The demographic data and severity scores of the two groups were comparable. The mortality rate was lower in the APD group (3.7%) than in the non-APD group (8.2%). Compared with the non-APD group, the intra-abdominal pressure and laboratory parameters of the APD group decreased more rapidly, and the mean number of failed organs was lower. However, there was no significant difference in incidence of infections between the two groups. CONCLUSIONS: Application of APD is beneficial to AP patients. It significantly attenuated inflammation injury, avoided further interventions, and reduced multiple organ failure.


Asunto(s)
Hipertensión Intraabdominal , Pancreatitis , Humanos , Pancreatitis/complicaciones , Pancreatitis/terapia , Paracentesis/efectos adversos , Hipertensión Intraabdominal/terapia , Hipertensión Intraabdominal/complicaciones , Estudios Retrospectivos , Enfermedad Aguda , Drenaje/efectos adversos
17.
Biochem Biophys Res Commun ; 424(4): 663-8, 2012 Aug 10.
Artículo en Inglés | MEDLINE | ID: mdl-22776205

RESUMEN

Angiotensin II (Ang II) has been shown to play an important role in cell apoptosis. However, the mechanisms of Ang-II-induced apoptosis in intestinal epithelial cells are not fully understood. GATA-6 is a zinc finger transcription factor expressed in the colorectal epithelium, which directs cell proliferation, differentiation and apoptosis. In the present study we investigated the underlying mechanism of which GATA-6 affects Ang-II induced apoptosis in intestinal epithelial cells. The in vitro intestinal epithelial cell apoptosis model was established by co-culturing Caco-2 cells with Ang II. Pretreatment with Angiotensin type 2 (AT2) receptor antagonist, PD123319, significantly reduced the expression of Bax and prevented the Caco-2 cells apoptosis induced by Ang II. In addition, Ang II up-regulated the expression of GATA-6. Interestingly, GATA-6 short hairpin RNA prevented Ang II-induced intestinal epithelial cells apoptosis and reduced the expression of Bax, but not Bcl-2. Taken together, the present study suggests that Angiotensin II promotes apoptosis in intestinal epithelial cells through GATA-6 and the Bax pathway in an AT2 receptor-dependent manner.


Asunto(s)
Angiotensina II/fisiología , Apoptosis/fisiología , Factor de Transcripción GATA6/metabolismo , Regulación de la Expresión Génica , Mucosa Intestinal/fisiología , Receptor de Angiotensina Tipo 2/metabolismo , Proteína X Asociada a bcl-2/genética , Angiotensina II/farmacología , Bloqueadores del Receptor Tipo 2 de Angiotensina II/farmacología , Apoptosis/efectos de los fármacos , Células CACO-2 , Factor de Transcripción GATA6/genética , Humanos , Imidazoles/farmacología , Piridinas/farmacología
18.
Int J Nurs Sci ; 9(4): 438-444, 2022 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-36285073

RESUMEN

Objectives: This study aimed to develop a nomogram for predicting the risk of pressure injury (PI) in adult patients undergoing abdominal surgery and validate its effectiveness among these patients. Methods: This study retrospectively included 11,247 adult patients, who underwent abdominal surgery and postoperative supervision in ICU, in a tertiary care hospital in western China between January 2017 and December 2020. All datasets were extracted from the patient's medical records and randomly divided into the training cohort (8,997) and the validation cohort (2,250) by 8:2. The univariable logistic regression was used to select potentially relevant features. Then, multivariable logistic regression was also conducted and utilized to establish the nomogram. The nomogram was compared with the Braden scale for predicting PI in the validation cohort through the area under the curve (AUC) of the receiver operator characteristic (ROC) curve, Hosmer-Lemeshow (H-L) test, and decision curve analysis (DCA). Results: 873 (7.8%) patients suffered PIs. Logistic regression analysis showed that time of operation, weight, type of operation, albumin, and Braden scale score were independent risk factors for PI. A nomogram integrating five selected characteristics was constructed. The AUC of the ROC curve for the nomogram was 0.831, with a specificity of 85.2% and sensitivity of 63.7%. The AUC of the ROC curve for the Braden scale was 0.567, with a specificity of only 33.0%. The P-values of the H-L test were 0.45 (nomogram) and 0.22 (Braden scale), both indicating good calibration. The DCA also displayed that the nomogram had better predictive validity. Conclusion: Compared with the Braden scale, the nomogram showed a better predictive performance. This nomogram is informative and has the potential to better guide caregivers for risk stratification and prevention of PI, although it requires further validation.

19.
Am J Transl Res ; 14(9): 6504-6520, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36247272

RESUMEN

Accumulating studies have demonstrated critical roles of N6-methyladenosine (m6A) modification and long noncoding RNAs (lncRNAs) in the biological processes leading to occurrence, development and chemoresistance of cancers. However, the specific identities and functional roles of lncRNAs associated with m6A modification in hepatocellular carcinoma (HCC) remain elusive. In this study, eighty-two prognostic m6A-related lncRNAs (m6A-LncRNAs) were identified in HCC datasets. Patients with HCC were classified into three subtypes (C1, C2 and C3) based on the expression of the m6A-LncRNAs. The three subtypes showed significant differences in clinical features, immune and stromal infiltration signatures, and immunotherapy sensitivity. Subclass C1 was notable for high immune and stromal cell infiltration and active immune responses, low serum α-fetoprotein (AFP) levels and high sensitivity to immune checkpoint inhibitors (ICIs). Subclass C2 showed high metabolic activities and absence of immune infiltration with favorable prognosis. Subclass C3 was associated with an exhausted immune environment, high serum AFP and poor prognosis. Notably, subclass C3 displayed high expression of immune checkpoints but failed to respond to ICIs. Finally, 12 m6A-LncRNA signatures were identified for HCC classification and validated in an external dataset. This integrated analysis indicated that the interactions between m6A methylation and lncRNAs are involved in immune and stromal cell infiltration in HCC, and may provide novel insights into precision diagnostics as well as therapeutics for HCC patients.

20.
Surg Laparosc Endosc Percutan Tech ; 32(2): 223-227, 2021 Dec 15.
Artículo en Inglés | MEDLINE | ID: mdl-34966152

RESUMEN

BACKGROUND: Several studies recommend that colonic hepatic flexure (CHF) should be mobilized preliminarily in minimally invasive pancreaticoduodenectomy (PD). However, there are little data to support that preferential mobilization of the CHF can positively affect the perioperative events of PD. We aimed to assess the effect of preferential mobilization of the CHF in PD. METHODS: A retrospective cohort study of patients who underwent PD was performed between 2016 and 2019. Clinical characteristics, operative data, and postoperative surgical complications were recorded. RESULTS: The study included 668 patients; 486 patients underwent open pancreaticoduodenectomy (OPD) and 182 patients underwent laparoscopic pancreaticoduodenectomy (LPD). Patients were divided into CHF-M (OPD, n=129; LPD, n=95) and conventional (OPD, n=357; LPD, n=87) groups according to preferential CHF mobilization. There were no differences between the groups regarding most demographics. Within patients who underwent OPD, decreased estimated blood loss (EBL) (251.2±146.4 vs. 307.3±173.5 mL, P<0.05) was observed in CHF-M group. Within patients who underwent LPD, operative time (328.7±66.3 vs. 406.5±85.5 min, P<0.001), EBL (166.8±96.4 vs. 271.8±130.7 mL, P<0.001), the incidence of clinically relevant pancreaticfistula (7.4% vs. 23.0%, P<0.05), and length of stay (12.3±5.1 vs. 16.0±7.4 d, P<0.05) were decreased in CHF-M group. Moreover, patients with high body mass index who underwent LPD showed more significant differences in operative time (336.0±67.7 vs. 431.9±79.1, P<0.001) and EBL (179.6±97.8 vs. 278.2±135.6, P<0.001) between groups. CONCLUSION: We first demonstrated that preferential mobilization of the CHF can facilitate PD. The patients who underwent minimally invasive surgery and the patients with high body mass index may benefit more from this technique.


Asunto(s)
Laparoscopía , Neoplasias Pancreáticas , Colon Ascendente/cirugía , Humanos , Laparoscopía/métodos , Tiempo de Internación , Pancreatectomía/efectos adversos , Neoplasias Pancreáticas/cirugía , Pancreaticoduodenectomía/métodos , Complicaciones Posoperatorias/epidemiología , Complicaciones Posoperatorias/etiología , Complicaciones Posoperatorias/cirugía , Estudios Retrospectivos
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