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1.
BMC Gastroenterol ; 24(1): 99, 2024 Mar 05.
Artículo en Inglés | MEDLINE | ID: mdl-38443794

RESUMEN

In this study, we implemented a combination of data augmentation and artificial intelligence (AI) model-Convolutional Neural Network (CNN)-to help physicians classify colonic polyps into traditional adenoma (TA), sessile serrated adenoma (SSA), and hyperplastic polyp (HP). We collected ordinary endoscopy images under both white and NBI lights. Under white light, we collected 257 images of HP, 423 images of SSA, and 60 images of TA. Under NBI light, were collected 238 images of HP, 284 images of SSA, and 71 images of TA. We implemented the CNN-based artificial intelligence model, Inception V4, to build a classification model for the types of colon polyps. Our final AI classification model with data augmentation process is constructed only with white light images. Our classification prediction accuracy of colon polyp type is 94%, and the discriminability of the model (area under the curve) was 98%. Thus, we can conclude that our model can help physicians distinguish between TA, SSA, and HPs and correctly identify precancerous lesions such as TA and SSA.


Asunto(s)
Adenoma , Pólipos , Humanos , Inteligencia Artificial , Endoscopía , Redes Neurales de la Computación , Adenoma/diagnóstico por imagen
2.
J Gastroenterol Hepatol ; 39(4): 733-739, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38225761

RESUMEN

BACKGROUND AND AIM: Colonoscopy is a useful method for the diagnosis and management of colorectal diseases. Many computer-aided systems have been developed to assist clinicians in detecting colorectal lesions by analyzing colonoscopy images. However, fisheye-lens distortion and light reflection in colonoscopy images can substantially affect the clarity of these images and their utility in detecting polyps. This study proposed a two-stage deep-learning model to correct distortion and reflections in colonoscopy images and thus facilitate polyp detection. METHODS: Images were collected from the PolypSet dataset, the Kvasir-SEG dataset, and one medical center's patient archiving and communication system. The training, validation, and testing datasets comprised 808, 202, and 1100 images, respectively. The first stage involved the correction of fisheye-related distortion in colonoscopy images and polyp detection, which was performed using a convolutional neural network. The second stage involved the use of generative and adversarial networks for correcting reflective colonoscopy images before the convolutional neural network was used for polyp detection. RESULTS: The model had higher accuracy when it was validated using corrected images than when it was validated using uncorrected images (96.8% vs 90.8%, P < 0.001). The model's accuracy in detecting polyps in the Kvasir-SEG dataset reached 96%, and the area under the receiver operating characteristic curve was 0.94. CONCLUSION: The proposed model can facilitate the clinical diagnosis of colorectal polyps and improve the quality of colonoscopy.


Asunto(s)
Pólipos del Colon , Neoplasias Colorrectales , Aprendizaje Profundo , Humanos , Pólipos del Colon/diagnóstico por imagen , Pólipos del Colon/patología , Colonoscopía/métodos , Redes Neurales de la Computación , Neoplasias Colorrectales/patología
3.
Sensors (Basel) ; 23(3)2023 Jan 20.
Artículo en Inglés | MEDLINE | ID: mdl-36772251

RESUMEN

Colonoscopy is a valuable tool for preventing and reducing the incidence and mortality of colorectal cancer. Although several computer-aided colorectal polyp detection and diagnosis systems have been proposed for clinical application, many remain susceptible to interference problems, including low image clarity, unevenness, and low accuracy for the analysis of dynamic images; these drawbacks affect the robustness and practicality of these systems. This study proposed an intraprocedure alert system for colonoscopy examination developed on the basis of deep learning. The proposed system features blurred image detection, foreign body detection, and polyp detection modules facilitated by convolutional neural networks. The training and validation datasets included high-quality images and low-quality images, including blurred images and those containing folds, fecal matter, and opaque water. For the detection of blurred images and images containing folds, fecal matter, and opaque water, the accuracy rate was 96.2%. Furthermore, the study results indicated a per-polyp detection accuracy of 100% when the system was applied to video images. The recall rates for high-quality image frames and polyp image frames were 95.7% and 92%, respectively. The overall alert accuracy rate and the false-positive rate of low quality for video images obtained through per-frame analysis were 95.3% and 0.18%, respectively. The proposed system can be used to alert colonoscopists to the need to slow their procedural speed or to perform flush or lumen inflation in cases where the colonoscope is being moved too rapidly, where fecal residue is present in the intestinal tract, or where the colon has been inadequately distended.


Asunto(s)
Inteligencia Artificial , Pólipos del Colon , Humanos , Pólipos del Colon/diagnóstico por imagen , Colonoscopía/métodos , Redes Neurales de la Computación , Colon
4.
Sensors (Basel) ; 21(18)2021 Sep 07.
Artículo en Inglés | MEDLINE | ID: mdl-34577209

RESUMEN

Colonoscopy screening and colonoscopic polypectomy can decrease the incidence and mortality rate of colorectal cancer (CRC). The adenoma detection rate and accuracy of diagnosis of colorectal polyp which vary in different experienced endoscopists have impact on the colonoscopy protection effect of CRC. The work proposed a colorectal polyp image detection and classification system through grayscale images and deep learning. The system collected the data of CVC-Clinic and 1000 colorectal polyp images of Linkou Chang Gung Medical Hospital. The red-green-blue (RGB) images were transformed to 0 to 255 grayscale images. Polyp detection and classification were performed by convolutional neural network (CNN) model. Data for polyp detection was divided into five groups and tested by 5-fold validation. The accuracy of polyp detection was 95.1% for grayscale images which is higher than 94.1% for RGB and narrow-band images. The diagnostic accuracy, precision and recall rates were 82.8%, 82.5% and 95.2% for narrow-band images, respectively. The experimental results show that grayscale images achieve an equivalent or even higher accuracy of polyp detection than RGB images for lightweight computation. It is also found that the accuracy of polyp detection and classification is dramatically decrease when the size of polyp images small than 1600 pixels. It is recommended that clinicians could adjust the distance between the lens and polyps appropriately to enhance the system performance when conducting computer-assisted colorectal polyp analysis.


Asunto(s)
Pólipos del Colon , Neoplasias Colorrectales , Aprendizaje Profundo , Pólipos del Colon/diagnóstico por imagen , Colonoscopía , Neoplasias Colorrectales/diagnóstico por imagen , Humanos , Redes Neurales de la Computación
5.
Digestion ; 101(3): 339-346, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-30982036

RESUMEN

BACKGROUND: The Japan narrow-band imaging Expert Team (JNET) classification of colorectal polyps based on magnifying endoscopy is used in Japan, but not worldwide. The objective of this study was to clarify differences of diagnostic accuracy between JNET users in Japan and non-JNET users in other countries. METHODS: A total of 185 colorectal tumors were assessed. Six endoscopists (3 each from Japan and Taiwan) participated in the study. The Japanese endoscopists normally used the JNET classification and the Taiwanese endoscopists normally used the narrow-band imaging International Colorectal Endoscopic classification for diagnosis of colorectal tumors. After receiving a lecture on the JNET classification, they all observed one blue laser imaging magnified image per lesion and performed diagnosis based on the JNET classification. RESULTS: Diagnostic ability was equivalent for Type 1, Type 2A, and Type 2B. The sensitivity, specificity, positive predictive value (PPV), and negative predictive value of Type 3 for deep submucosal invasive carcinoma was, respectively, 44.4, 98.3, 57.1, and 97.2% in Group J and 70.0, 94.7, 40.4, and 98.4% in Group T. The PPV for diagnosis of Type 3 with a high confidence was significantly higher in Group J than in Group T (81.8% [55.4-94.6] vs. 44.4% [33.6-50.9], p < 0.05). CONCLUSIONS: The PPV for Type 3 differed between the 2 groups, suggesting the need to become familiar with differentiation between Type 2B and Type 3.


Asunto(s)
Pólipos del Colon/diagnóstico , Colonoscopía/instrumentación , Neoplasias Colorrectales/diagnóstico , Rayos Láser , Imagen de Banda Estrecha/instrumentación , Adulto , Anciano , Anciano de 80 o más Años , Colon/diagnóstico por imagen , Colon/patología , Pólipos del Colon/patología , Colonoscopía/métodos , Neoplasias Colorrectales/patología , Femenino , Humanos , Mucosa Intestinal/diagnóstico por imagen , Mucosa Intestinal/patología , Japón , Masculino , Persona de Mediana Edad , Imagen de Banda Estrecha/métodos , Clasificación del Tumor , Valor Predictivo de las Pruebas , Recto/diagnóstico por imagen , Recto/patología , Taiwán , Adulto Joven
6.
BMC Cancer ; 19(1): 1190, 2019 Dec 05.
Artículo en Inglés | MEDLINE | ID: mdl-31805979

RESUMEN

BACKGROUND: Hepatocellular carcinoma (HCC) is an aggressive solid tumor. HCC occurred at younger and elder ages were considered driven by different oncogenic mechanisms, and they demonstrated distinct clinical courses. METHODS: A total of 382 HCC patients treated by surgical resections was analyzed. RESULTS: A univariate-multivariate analysis showed that viral etiology (chronic hepatitis B, C) and the UDP glucuronosyltransferase family 2 member B28 (UGT2B28) genomic variant rs2132039 were independently associated with the age at presentation of HCC (all adjusted P < 0.05). An extensive evaluations of clinicalpathological factors showed that the age (Odds ratio [OR], 1.016; 95% confidence interval [CI], 1.001-1.032; adjusted P = 0.037) and ascites (OR, 3.505; CI, 1.358-9.048; adjusted P = 0.010) were two independent factors associated with this genomic variant. The age was 54.1 ± 14.6 years for patients with the "TT" variant type, and 58.2 ± 13.7 years for those with the "Non-TT" variant type. The age disparity was most prominent in alcoholic patients (OR, 1.079; CI, 1.035-1.125; P < 0.001, age of "TT", 49.6 ± 12.2; age of "non-TT", 59.3 ± 10.7). This genomic variant was also associated with age of recurrence (P = 0.025), distant metastasis (P = 0.024) and HCC-related death (P = 0.008) in non-censored patients. CONCLUSIONS: An UGT2B28 genomic variant was indicative of the age of HCC presentation, recurrence, distant metastasis and death.


Asunto(s)
Carcinoma Hepatocelular/genética , Glucuronosiltransferasa/genética , Neoplasias Hepáticas/genética , Recurrencia Local de Neoplasia/genética , Polimorfismo de Nucleótido Simple , Adulto , Edad de Inicio , Anciano , Anciano de 80 o más Años , Femenino , Estudios de Asociación Genética , Predisposición Genética a la Enfermedad , Humanos , Esperanza de Vida , Masculino , Persona de Mediana Edad , Metástasis de la Neoplasia , Oportunidad Relativa , Análisis de Supervivencia , Adulto Joven
7.
J Surg Res ; 236: 311-318, 2019 04.
Artículo en Inglés | MEDLINE | ID: mdl-30694771

RESUMEN

BACKGROUND: Despite melatonin treatment diminishes inflammatory mediator production and improves organ injury after acute pancreatitis (AP), the mechanisms remain unknown. This study explores whether melatonin improves liver damage after AP through protein kinase B (Akt)-dependent peroxisome proliferator activated receptor (PPAR)-γ pathway. METHODS: Male Sprague-Dawley rats were subjected to cerulein-induced AP. Animals were treated with vehicle, melatonin, and melatonin plus phosphoinositide 3-kinase (PI3K)/Akt inhibitor wortmannin 1 h following the onset of AP. Various indicators and targeted proteins were checked at 8 h in the sham and AP groups. RESULTS: At 8 h after AP, serum alanine aminotransferase/aspartate aminotransferase levels, histopathology score of hepatic injury, liver myeloperoxidase activity, and proinflammatory cytokine production were significantly increased and liver tissue adenosine triphosphate concentration was lower compared with shams. AP resulted in a marked decrease in liver Akt phosphorylation and PPAR-γ expression in comparison with the shams (relative density, 0.442 ± 0.037 versus. 1.098 ± 0.069 and 0.390 ± 0.041 versus ± 1.080 0.063, respectively). Melatonin normalized AP-induced reduction in liver tissue Akt activation (1.098 ± 0.054) and PPAR-γ expression (1.145 ± 0.083) as well as attenuated the increase in liver injury markers and proinflammatory mediator levels, which was abolished by coadministration of wortmannin. CONCLUSIONS: Collectively, our findings suggest that melatonin improves AP-induced liver damage in rats, at least in part, via Akt-dependent PPAR-γ pathway.


Asunto(s)
Fallo Hepático/prevención & control , Hígado/efectos de los fármacos , Melatonina/administración & dosificación , Pancreatitis/complicaciones , Transducción de Señal/efectos de los fármacos , Administración Intravenosa , Animales , Ceruletida/toxicidad , Modelos Animales de Enfermedad , Humanos , Mediadores de Inflamación/inmunología , Mediadores de Inflamación/metabolismo , Hígado/inmunología , Hígado/patología , Fallo Hepático/diagnóstico , Fallo Hepático/inmunología , Pruebas de Función Hepática , Masculino , PPAR gamma/inmunología , PPAR gamma/metabolismo , Pancreatitis/inducido químicamente , Pancreatitis/inmunología , Fosforilación/efectos de los fármacos , Fosforilación/inmunología , Proteínas Proto-Oncogénicas c-akt/antagonistas & inhibidores , Proteínas Proto-Oncogénicas c-akt/inmunología , Proteínas Proto-Oncogénicas c-akt/metabolismo , Ratas , Ratas Sprague-Dawley , Transducción de Señal/inmunología , Resultado del Tratamiento , Wortmanina/administración & dosificación
8.
Dig Dis Sci ; 63(9): 2301-2308, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-29736829

RESUMEN

BACKGROUND: Gastric cancer has a poor outcome and identifying useful biomarkers from peripheral blood or tissue could allow its early detection, or potentially precancerous changes, thus improving the curative rates. MicroRNAs (miRNAs) have been shown to offer great potential in cancer diagnosis and prediction. AIM: Here, we investigated the role of plasma miRNAs in the natural course of gastric cancer, from intestinal metaplasia to early cancer. The findings were used to understand whether patients at a high risk of malignancy could be given appropriate interventions in the early disease process, such as using endoscopic submucosal dissection to treat gastric dysplasia or early gastric cancer. METHODS: Participants were divided into healthy control, intestinal metaplasia (IM), and dysplasia/early cancer (pT1a/b) groups. Microarray was used to select potential markers in tissue. RESULTS: Quantitative real-time polymerase chain reaction data showed circulating miRNA-22-3p had significantly different expression in patients with precancerous lesions or gastric adenocarcinoma. The areas under the curve of incomplete IM versus healthy control, low-grade/high-grade dysplasia, early gastric cancer, and GED were 0.8080, 0.8040, 0.8494, and 0.8095, respectively (all P values < 0.05). CONCLUSIONS: Circulating miRNA-22-3p could be a potential biomarker for gastric precancerous dysplasia and early cancer detection.


Asunto(s)
Adenocarcinoma/sangre , Biomarcadores de Tumor/sangre , MicroARN Circulante/sangre , MicroARNs/sangre , Lesiones Precancerosas/sangre , Neoplasias Gástricas/sangre , Adenocarcinoma/diagnóstico , Anciano , Estudios de Cohortes , Progresión de la Enfermedad , Femenino , Humanos , Masculino , Metaplasia/sangre , Metaplasia/diagnóstico , Persona de Mediana Edad , Lesiones Precancerosas/diagnóstico , Valor Predictivo de las Pruebas , Neoplasias Gástricas/diagnóstico
9.
Am J Physiol Gastrointest Liver Physiol ; 312(5): G427-G433, 2017 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-28254774

RESUMEN

Although melatonin attenuates the increases in inflammatory mediators and reduces organ injury during trauma-hemorrhage, the mechanisms remain unclear. This study explored whether melatonin prevents liver injury after trauma-hemorrhage through the p38 mitogen-activated protein kinase (MAPK)-dependent, inducible nitrite oxide (iNOS)/hypoxia-inducible factor (HIF)-1α pathway. After a 5-cm midline laparotomy, male rats underwent hemorrhagic shock (mean blood pressure ~40 mmHg for 90 min) followed by fluid resuscitation. At the onset of resuscitation, rats were treated with vehicle, melatonin (2 mg/kg), melatonin plus p38 MAPK inhibitor SB203580 (2 mg/kg), or melatonin plus the melatonin receptor antagonist luzindole (2.5 mg/kg). At 2 h after trauma-hemorrhage, histopathology score of liver injury, liver tissue myeloperoxidase activity, malondialdehyde, adenosine triphosphate, serum alanine aminotransferase, and asparate aminotransferase levels were significantly increased compared with sham-operated control. Trauma-hemorrhage resulted in a significant decrease in the p38 MAPK activation compared with that in the sham-treated animals. Administration of melatonin after trauma-hemorrhage normalized liver p38 MAPK phosphorylation and iNOS and HIF-1α expression and attenuated cleaved caspase 3 and receptor interacting protein kinase-1 levels. Coadministration of SB203580 or luzindole abolished the melatonin-mediated attenuation of the trauma-hemorrhage-induced increase of iNOS/HIF-1α protein expression and liver injury markers. Taken together, our results suggest that melatonin prevents trauma-hemorrhage-induced liver injury in rats, at least in part, through melatonin receptor-related, p38 MAPK-dependent iNOS/HIF-1α pathway.NEW & NOTEWORTHY Trauma-hemorrhage resulted in a significant decrease in liver p38 MAPK activation and increase in nitrite oxide synthase (iNOS) and hypoxia-inducible factor (HIF)-1α expression. Administration of melatonin after trauma-hemorrhage normalized liver p38 MAPK phosphorylation and iNOS and HIF-1α expression, which was abolished by coadministration of SB203580 or luzindole. Melatonin prevents trauma-hemorrhage-induced liver injury in rats via the melatonin receptor-related, p38 MAPK-dependent iNOS/HIF-1α pathway.


Asunto(s)
Antioxidantes/uso terapéutico , Subunidad alfa del Factor 1 Inducible por Hipoxia/fisiología , Hepatopatías/etiología , Hepatopatías/prevención & control , Hígado/lesiones , Melatonina/uso terapéutico , Óxido Nítrico Sintasa de Tipo II/fisiología , Choque Hemorrágico/complicaciones , Heridas y Lesiones/complicaciones , Proteínas Quinasas p38 Activadas por Mitógenos/fisiología , Animales , Citocinas/metabolismo , Inhibidores Enzimáticos/uso terapéutico , Imidazoles/uso terapéutico , Masculino , Piridinas/uso terapéutico , Ratas , Ratas Sprague-Dawley , Transducción de Señal/efectos de los fármacos , Proteínas Quinasas p38 Activadas por Mitógenos/antagonistas & inhibidores
10.
J Surg Res ; 208: 40-50, 2017 02.
Artículo en Inglés | MEDLINE | ID: mdl-27993216

RESUMEN

BACKGROUND: The positive expression of human epidermal growth factor receptor 2 (HER-2) is phenotypically associated with differentiated gastric cancer (GC) and is a prognostic factor for resectable GC. The aim of this study was to explore the clinical significance of vascular endothelial growth factor (VEGF), protein kinase B, and p38 mitogen-activated protein kinase (MAPK) regarding outcome in patients with HER-2 positive GC, and to analyze the relationship between these molecules and clinicopathologic parameters. MATERIALS AND METHODS: Between January 2001 and December 2012, radical-intent gastrectomy specimens from GC patients were evaluated for HER-2 expression by immunohistochemistry (IHC); and with HER-2 expression levels of 2+ were further subjected to fluorescence in situ hybridization analysis. HER-2 positivity was defined by a HER-2 3+ score on IHC or a HER-2 2+ score on IHC and HER-2 amplification by fluorescence in situ hybridization. The expression of VEGF, phosphorylated protein kinase B, and phosphorylated p38 MAPK in HER-2 positive specimens was scored using IHC. RESULTS: Fifty-four patients with HER-2 positive stage I-III GCs were identified. Univariate analysis of prognostic factors showed that tumor differentiation, the presence of vascular invasion, and overexpression of p-p38 MAPK, and VEGF significantly affected prognosis. Multivariate analysis identified vascular invasion (hazard ratio = 2.704; 95% confidence interval = 1.074-7.088; P < 0.033) and the overexpression of VEGF (hazard ratio = 2.760; 95% confidence interval = 1.083-6.753; P < 0.035) to be independent prognostic predictors of HER-2 positive GC. CONCLUSIONS: VEGF overexpression and the presence of vascular invasion were independent poor prognostic factors for HER-2 positive GCs.


Asunto(s)
Genes erbB-2 , Proteínas Proto-Oncogénicas c-akt/metabolismo , Neoplasias Gástricas/metabolismo , Factor A de Crecimiento Endotelial Vascular/metabolismo , Proteínas Quinasas p38 Activadas por Mitógenos/metabolismo , Adulto , Anciano , Anciano de 80 o más Años , Supervivencia sin Enfermedad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Neoplasias Gástricas/genética , Neoplasias Gástricas/mortalidad , Taiwán/epidemiología
11.
BMC Infect Dis ; 17(1): 441, 2017 06 20.
Artículo en Inglés | MEDLINE | ID: mdl-28633630

RESUMEN

BACKGROUND: Acute hepatitis A is a fecal-oral transmitted disease related to inadequate sanitary conditions. In addition to its traditional classification, several outbreaks in the men who have sex with men (MSM) population have resulted in acute hepatitis A being recognized as a sexually transmitted disease. However, few studies have clarified the clinical manifestations in these outbreaks involving the MSM population. METHODS: Beginning in June 2015, there was an outbreak of acute hepatitis A involving the MSM population in Northern Taiwan. We conducted a 15-year retrospective study by recruiting 207 patients with the diagnosis of acute hepatitis A that included the pre-outbreak (January 2001 to May 2015) and outbreak (June 2015 to August 2016) periods in a tertiary medical center in Northern Taiwan. Using risk factors, comorbidities, presenting symptoms, laboratory test results and imaging data, we aimed to evaluate the clinical significance of acute hepatitis A in the MSM population, where human immunodeficiency virus (HIV) coinfection is common. RESULTS: There was a higher prevalence of reported MSM (p < 0.001), HIV (p < 0.001) and recent syphilis (p < 0.05) coinfection with acute hepatitis A during the outbreak period. The outbreak population had more prominent systemic symptoms, was more icteric with a higher total bilirubin level (p < 0.05) and had a 7-times higher tendency (p < 0.05) to have a hepatitis A relapse. CONCLUSIONS: The clinical course of acute hepatitis A during an outbreak involving the MSM and HIV-positive population is more symptomatic and protracted than in the general population.


Asunto(s)
Hepatitis A/epidemiología , Homosexualidad Masculina , Infecciones Oportunistas Relacionadas con el SIDA/epidemiología , Infecciones Oportunistas Relacionadas con el SIDA/virología , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Niño , Preescolar , Coinfección/epidemiología , Comorbilidad , Brotes de Enfermedades , Femenino , Infecciones por VIH/epidemiología , Hepatitis A/etiología , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Factores de Riesgo , Enfermedades de Transmisión Sexual/epidemiología , Sífilis/epidemiología , Taiwán/epidemiología , Adulto Joven
12.
BMC Palliat Care ; 16(1): 19, 2017 Mar 14.
Artículo en Inglés | MEDLINE | ID: mdl-28288593

RESUMEN

BACKGROUND: Salvage chemotherapy is the mainstay of treatment for metastatic gastric cancer (mGC). This study aimed to clarify the effects of palliative gastrectomy (PG) and identify prognostic factors in mGC patients undergoing PG. METHODS: This was a retrospective review of 333 mGC patients receiving PG or a non-resection procedure (NR) between 2000 and 2010. Clinicopathological factors affecting the prognosis of these patients were collected prospectively and analyzed. RESULTS: One hundred and ninety-three patients underwent PG and 140 NR. The clinicopathological characteristics were comparable between the two groups except for metastatic pattern. There were no significant differences in postoperative morbidity and mortality between the two groups. The PG group had a significantly longer median overall survival compared with the NR group (7.7 months vs. 4.9 months). In the PG group, age ≤58 years, preoperative albumin level >3 g/dL, ratio of metastatic to examined lymph nodes ≤0.58, and administration of chemotherapy were independent prognostic factors in multivariate analysis. CONCLUSIONS: Patients undergoing PG had better outcomes than those undergoing NR. Among the patients undergoing resection, age ≤58 years, a better preoperative nutritional status, less nodal involvement and postoperative chemotherapy independently affected patient survival.


Asunto(s)
Gastrectomía , Cuidados Paliativos/métodos , Neoplasias Gástricas/cirugía , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Gastrectomía/métodos , Gastrectomía/mortalidad , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Terapia Recuperativa/métodos , Neoplasias Gástricas/diagnóstico , Neoplasias Gástricas/mortalidad , Análisis de Supervivencia , Adulto Joven
13.
J Surg Res ; 202(2): 284-90, 2016 05 15.
Artículo en Inglés | MEDLINE | ID: mdl-27229102

RESUMEN

BACKGROUND: The prognostic role of the preoperative lymphocyte-to-monocyte ratio (LMR) in patients with gastric adenocarcinoma (GC) remains unclear. The aim of this study was to explore the prognostic potential of the preoperative LMR in patients with resectable GC. MATERIALS AND METHODS: The medical records of 926 consecutive patients with resectable GC between 2005 and 2010 were retrospectively reviewed and analyzed. Patients were stratified into two groups based on the preoperative LMR with a cutoff value of 4.8 (group 1: LMR ≤ 4.8; group 2: LMR > 4.8). Clinicopathologic factors potentially affecting patient outcomes were collected prospectively and analyzed. RESULTS: Compared to group 2, in group 1, there was a higher percentage of men, patients aged >48 y, total gastrectomy, tumor size > 4.8 cm, T4 lesions, N3 disease, metastatic tumors, advanced stage, ratio of metastatic to examined lymph nodes > 0.18, R1 resection, and occurrence of vascular or lymphatic invasion. Group 1 also had a higher 30-d surgical mortality rate (groups 1 versus 2 at 2.9% versus 0.5%; P = 0.006) and lower 3-y and 5-y overall survival (53.6% versus 71.9% and 46.4% versus 63.3%, respectively; P < 0.0001). Multivariate analysis showed that preoperative low LMR was an unfavorable prognostic factor for resectable GC. CONCLUSIONS: Patients with lower LMR had more aggressive tumor behavior, higher surgical mortality rates, and worse long-term survival. The preoperative LMR may serve as an independent prognostic factor for prediction of surgical outcomes and for assisting clinicians in determining future treatment plans.


Asunto(s)
Adenocarcinoma/cirugía , Gastrectomía , Linfocitos/metabolismo , Monocitos/metabolismo , Neoplasias Gástricas/cirugía , Adenocarcinoma/inmunología , Adenocarcinoma/mortalidad , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores/metabolismo , Femenino , Estudios de Seguimiento , Humanos , Recuento de Linfocitos , Masculino , Persona de Mediana Edad , Periodo Preoperatorio , Pronóstico , Estudios Retrospectivos , Neoplasias Gástricas/inmunología , Neoplasias Gástricas/mortalidad , Análisis de Supervivencia
14.
Scand J Gastroenterol ; 51(3): 374-7, 2016 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-26489709

RESUMEN

BACKGROUND: Previous research shows that only 10-30% of gastrointestinal stromal tumors (GISTs) are malignant. Nonetheless, some reports suggest that all of them have some degree of potential for malignancy. Endoscopic ultrasonography (EUS) is a useful technique for differentiation of subepithelial lesions in the gastrointestinal tract. We explored EUS characteristics that might predict the malignancy potential of GISTs. METHODS: In this retrospective review of the medical records from 1999 through 2007, patients who had gastric stromal tumors diagnosed prior to surgery using EUS were enrolled. The EUS images, procedure records and tissue histopathology were reviewed. All patients were positive for C-kit. RESULTS: Of the 110 patients enrolled, 57 were males, and 53 were females. Most (67%) of the GISTs were located in the gastric body. The lesion size ranged from 6.3 to 150 mm (mean ± SD: 39.73 ± 22.49 mm). The high-risk GIST group had 19 (17.3%) patients, the intermediate-risk group had 12 (10.9%) patients and the low/very low-risk group had 79 (71.8%) patients. Thirty patients had cystic lesions (27.3%), while six patients had calcification in the lesion (5.5%). Additionally, 27 patients (24.5%) had surface ulceration visible on endoscopy. GISTs at high risk for malignancy were highly associated with lesion size (p < 0.0001), cystic change (p = 0.015) and surface ulceration (p = 0.036) but not with calcification (p = 0.667). We also found that mitosis was associated with lesion size (p < 0.0001) rather than other parameters. Age was not predictive of malignancy potential (p = 0.316). However, tumor size is the only one independent risk factor for malignancy (p ≤ 0.0001). CONCLUSIONS: The preliminary results show that large gastric GISTs with cystic change and surface ulceration may associate with a risk of malignancy, warranting more aggressive management. Nevertheless, the tumor size is more important than other factors.


Asunto(s)
Calcinosis/diagnóstico por imagen , Endosonografía , Tumores del Estroma Gastrointestinal/diagnóstico por imagen , Tumores del Estroma Gastrointestinal/patología , Neoplasias Gástricas/diagnóstico por imagen , Neoplasias Gástricas/patología , Transformación Celular Neoplásica , Quistes/diagnóstico por imagen , Femenino , Tumores del Estroma Gastrointestinal/cirugía , Humanos , Masculino , Índice Mitótico , Estudios Retrospectivos , Factores de Riesgo , Neoplasias Gástricas/cirugía , Carga Tumoral
15.
World J Surg Oncol ; 14: 123, 2016 Apr 26.
Artículo en Inglés | MEDLINE | ID: mdl-27112436

RESUMEN

BACKGROUND: The clinicopathological characteristics and outcomes of mucinous gastric adenocarcinoma (GC) remain unclear. We report the clinicopathological features and prognosis of patients with mucinous histology who underwent radical-intent gastrectomy. METHODS: We reviewed the medical records of 1470 patients with pathologically proven undifferentiated GC undergoing radical-intent gastrectomy between 1995 and 2007. The patients were stratified into three groups according to their histological type: mucinous carcinoma (MC), signet ring cell carcinoma (SRCC), and poorly differentiated carcinoma (PDC). Clinicopathological factors affecting prognosis were collected prospectively and analyzed. RESULTS: In stage III MC, the age and size were significantly greater and larger than in SRCC and PDC; a lower proportion of perineural invasion was identified in MC, and female predominance was noted in SRCC in comparison with MC and PDC. The cumulative overall survival rates of stage I-III GC patients with MC were significantly superior compared to those with PDC, but not SRCC. Stage III GC patients with MC had a better prognosis than those with SRCC or PDC; the difference in survival was not evident in stages I or II. CONCLUSIONS: Thus, MC presents with different clinicopathological features and prognosis from SRCC and PDC. The patients with stage III gastric MC had favorable outcomes.


Asunto(s)
Adenocarcinoma Mucinoso/patología , Adenocarcinoma/patología , Carcinoma de Células en Anillo de Sello/patología , Recurrencia Local de Neoplasia/patología , Neoplasias Gástricas/patología , Adenocarcinoma/cirugía , Adenocarcinoma Mucinoso/cirugía , Anciano , Carcinoma de Células en Anillo de Sello/cirugía , Femenino , Estudios de Seguimiento , Gastrectomía , Humanos , Masculino , Persona de Mediana Edad , Invasividad Neoplásica , Recurrencia Local de Neoplasia/cirugía , Estadificación de Neoplasias , Pronóstico , Estudios Retrospectivos , Neoplasias Gástricas/cirugía , Tasa de Supervivencia
16.
J Cancer ; 15(10): 3085-3094, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38706899

RESUMEN

Background: Endoscopic submucosal dissection (ESD) is a widely accepted treatment for patients with mucosa (T1a) disease without lymph node metastasis. However, the inconsistency of inspection quality of tumor staging under the standard tool combining endoscopic ultrasound (EUS) with computed tomography (CT) scanning makes it restrictive. Methods: We conducted a study using data augmentation and artificial intelligence (AI) to address the early gastric cancer (EGC) staging problem. The proposed AI model simplifies early cancer treatment by eliminating the need for ultrasound or other staging methods. We developed an AI model utilizing data augmentation and the You-Only-Look-Once (YOLO) approach. We collected a white-light image dataset of 351 stage T1a and 542 T1b images to build, test, and validate the model. An external white-light images dataset that consists of 47 T1a and 9 T1b images was then collected to validate our AI model. The result of the external dataset validation indicated that our model also applies to other peer health institutes. Results: The results of k-fold cross-validation using the original dataset demonstrated that the proposed model had a sensitivity of 85.08% and an average specificity of 87.17%. Additionally, the k-fold cross-validation model had an average accuracy rate of 86.18%; the external data set demonstrated similar validation results with a sensitivity of 82.98%, a specificity of 77.78%, and an overall accuracy of 82.14%. Conclusions: Our findings suggest that the AI model can effectively replace EUS and CT in early GC staging, with an average validation accuracy rate of 86.18% for the original dataset from Linkou Cheng Gun Memorial Hospital and 82.14% for the external validation dataset from Kaohsiung Cheng Gun Memorial Hospital. Moreover, our AI model's accuracy rate outperformed the average EUS and CT rates in previous literature (around 70%).

17.
J Cancer ; 15(11): 3313-3320, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38817866

RESUMEN

Purpose: The study aims to evaluate the efficacy of peripheral blood inflammatory markers as clinical predictors for gastric intestinal metaplasia (IM), a known precursor to gastric cancer. This research investigates the potential of these markers to serve as reliable indicators for detecting gastric IM. Methods: A retrospective cohort study was conducted on 59,143 individuals who underwent checkups at the Taoyuan Chang Gung Memorial Hospital Health Clinic Center from 2010 to 2014. Of these, 11,355 subjects who received gastroscopic biopsies were recruited. After omitting cases with incomplete blood data, the sample was narrowed to 10,380 participants. After exclusion and propensity score matching, subjects in the group with IM and control patients without IM were balanced and included in the study. These subjects were stratified by gender and age, and predictors such as the Systemic Inflammation Response Index (SIRI), Systemic Immune Inflammation Index (SII), and Monocyte-to-Lymphocyte Ratio (MLR) were evaluated. Multivariate logistic regression models were employed to analyze the presence or absence of IM accurately. Results: Out of the 10,380 subjects, 2,088 (20.1%) were diagnosed with IM, while 8,292 (79.9%) did not have IM. In our analysis, inflammation indices were found to have a limited impact on younger patients. For middle-aged and elderly individuals, SII showed statistical significance for predicting IM in males (p=0.0019), while SIRI and MLR were significant for females (SIRI p=0.0001, MLR p=0.0009). Additionally, the Area Under the Curve (AUC) value indicated that inflammation indices were more influential in females (55.1%) than males. Conclusions: The study results reveal that peripheral blood inflammatory markers could be useful in predicting gastric mucosal metaplasia changes, particularly in middle-aged and elderly populations. Although the markers' predictive power varies with gender, they represent a significant step forward in the non-invasive detection of gastric IM. This could aid in the early identification and management of precancerous conditions.

18.
J Surg Res ; 182(2): 319-25, 2013 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-23183055

RESUMEN

BACKGROUND: Despite advances in intensive care medicines, hemorrhagic shock leading to multiple organ failure remains the major causes of death in the injured host. Although studies have shown that 17ß-estradiol (E2) prevents trauma-hemorrhage-induced lung damage, it remains unknown whether protein kinase B (Akt)/heme oxygenase (HO)-1 plays any role in E2-mediated lung protection after trauma-hemorrhage. MATERIALS AND METHODS: After a 5-cm midline laparotomy, male rats underwent hemorrhagic shock (mean blood pressure ∼40 mm Hg for 90 min) followed by fluid resuscitation. At the onset of resuscitation, rats were treated with vehicle, E2 (1 kg/mg), E2 plus phosphoinositide 3-kinase inhibitor LY294002 (5 mg/kg), or LY294002. At 2 h after trauma-hemorrhage or sham operation, lung tissue myeloperoxidase activity, wet-to-dry-weight ratio, inflammatory mediators, and apoptosis were measured. Lung Akt, HO-1, and cleaved caspase-3 protein levels were also determined. RESULTS: E2 attenuated the trauma-hemorrhage-induced increase in lung myeloperoxidase activity, edema formation, inflammatory mediator levels, and apoptosis, which was blocked by co-administration of LY294002. Administration of E2 normalized lung Akt phosphorylation and further increased HO-1 expression and decreased cleaved caspase-3 levels after trauma-hemorrhage. Co-administration of LY294002 prevented the E2-mediated attenuation of shock-induced lung injury. CONCLUSIONS: Our results collectively suggest that Akt-dependent HO-1 upregulation may play a critical role in E2-meditated lung protection after trauma-hemorrhage.


Asunto(s)
Estradiol/uso terapéutico , Hemo-Oxigenasa 1/fisiología , Lesión Pulmonar/tratamiento farmacológico , Proteínas Proto-Oncogénicas c-akt/fisiología , Choque Hemorrágico/complicaciones , Transducción de Señal/fisiología , Heridas y Lesiones/complicaciones , Animales , Cromonas/farmacología , Masculino , Morfolinas/farmacología , Peroxidasa/metabolismo , Ratas , Ratas Sprague-Dawley
19.
J Pers Med ; 13(3)2023 Mar 20.
Artículo en Inglés | MEDLINE | ID: mdl-36983734

RESUMEN

The role of adjuvant chemotherapy in pathological T3N0M0 (pT3N0M0) gastric cancer (GC) remains unclear. The aim of this study was to analyze the prognostic factors of patients with pT3N0M0 GC and to clarify which ones could benefit from adjuvant chemotherapy. A total of 137 patients with pT3N0M0 GC were recruited between 1994 and 2020. Clinicopathological factors and adjuvant chemotherapy regimens were retrospectively collected. Prognostic factors of disease-free survival (DFS) and cancer-specific survival (CSS) were determined using univariate and multivariate analyses. The chemotherapy group was younger (p = 0.012), had had more lymph nodes retrieved (p = 0.042) and had higher percentages of vascular invasion (p = 0.021) or perineural invasion (p = 0.030) than the non-chemotherapy group. There were no significant differences in DFS (p = 0.222) and CSS (p = 0.126) between patients treated with or without adjuvant chemotherapy. Stump cancer, tumor size and perineural invasion were associated with higher rates of recurrence. Tumor size was an independent prognostic factor for DFS (hazard ratio, 4.55; confidence interval, 1.59-12.99; p = 0.005) and CSS (hazard ratio, 3.97; confidence interval, 1.38-11.43; p = 0.011). Tumor size independently influenced survival outcomes in pT3N0M0 patients who underwent radical surgery with and without adjuvant chemotherapy.

20.
Cancers (Basel) ; 15(6)2023 Mar 10.
Artículo en Inglés | MEDLINE | ID: mdl-36980589

RESUMEN

BACKGROUND/AIMS: The implications of extracellular nicotinamide phosphoribosyltransferase (eNAMPT), a cancer metabokine, in colonic polyps remain uncertain. METHODS: A 2-year prospective cohort study of patients who underwent colonoscopy was conducted. Biochemical parameters and serum eNAMPT levels were analyzed at baseline and every 24 weeks postpolypectomy. NAMPT-associated single-nucleotide polymorphisms (SNPs), including rs61330082, rs2302559, rs10953502, and rs23058539, were assayed. RESULTS: Of 532 patients, 80 (15%) had prominent malignant potential (PMP) in colonic polyps, including villous adenomas (n = 18, 3.3%), adenomas with high-grade dysplasia (n = 33, 6.2%), and adenocarcinomas (n = 29, 5.5%). Baseline associations were as follows: colonic polyp pathology (p < 0.001), total cholesterol (p = 0.019), and neutrophil-to-lymphocyte ratio (p = 0.023) with eNAMPT levels; and age (p < 0.001), polyp size (p < 0.001), and eNAMPT levels (p < 0.001) with polyp pathology. Higher baseline eNAMPT levels were noted in patients harboring polyps with PMP than in patients without PMP (p < 0.001), and baseline eNAMPT levels significantly predicted PMP (cutoff: >4.238 ng/mL, p < 0.001). Proportions of eNAMPT-positive glandular and stromal cells were higher in polyps with PMP than in polyps without PMP (64.55 ± 11.94 vs. 14.82 ± 11.45%, p = 0.025). eNAMPT levels decreased within 48 weeks postpolypectomy (p = 0.01) and remained stable afterward regardless of PMP until 96 weeks postpolypectomy. However, those with PMP had a higher degree of eNAMPT decline within 24 weeks (p = 0.046). All investigated SNPs were in linkage disequilibrium with each other but were not associated with eNAMPT levels. CONCLUSION: With a link to inflammation and lipid metabolism, along with its decreasing trend after polypectomy, serum eNAMPT may serve as a surrogate marker of PMP in colonic polyps. In situ probing of the NAMPT-associated pathway holds promise in attenuating PMP, as much of the eNAMPT likely originates from colonic polyps.

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