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BACKGROUND: We aimed to construct and validate a deep learning (DL) radiomics nomogram using baseline and restage enhanced computed tomography (CT) images and clinical characteristics to predict the response of metastatic lymph nodes to neoadjuvant chemotherapy (NACT) in locally advanced gastric cancer (LAGC). METHODS: We prospectively enrolled 112 patients with LAGC who received NACT from January 2021 to August 2022. After applying the inclusion and exclusion criteria, 98 patients were randomized 7:3 to the training cohort (n = 68) and validation cohort (n = 30). We established and compared three radiomics signatures based on three phases of CT images before and after NACT, namely radiomics-baseline, radiomics-delta, and radiomics-restage. Then, we developed a clinical model, DL model, and a nomogram to predict the response of LAGC after NACT. We evaluated the predictive accuracy and clinical validity of each model using the receiver operating characteristic curve and decision curve analysis, respectively. RESULTS: The radiomics-delta signature was the best predictor among the three radiomics signatures. So, we developed and validated a DL delta radiomics nomogram (DLDRN). In the validation cohort, the DLDRN produced an area under the receiver operating curve of 0.94 (95% confidence interval, 0.82-0.96) and demonstrated adequate differentiation of good response to NACT. Furthermore, the DLDRN significantly outperformed the clinical model and DL model (p < 0.001). The clinical utility of the DLDRN was confirmed through decision curve analysis. CONCLUSIONS: In patients with LAGC, the DLDRN effectively predicted a therapeutic response in metastatic lymph nodes, which could provide valuable information for individualized treatment.
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Aprendizaje Profundo , Neoplasias Primarias Secundarias , Neoplasias Gástricas , Humanos , Ganglios Linfáticos/diagnóstico por imagen , Terapia Neoadyuvante , Nomogramas , Estudios Retrospectivos , Neoplasias Gástricas/diagnóstico por imagen , Neoplasias Gástricas/tratamiento farmacológico , Tomografía Computarizada por Rayos XRESUMEN
BACKGROUND: Low-grade appendiceal mucinous neoplasms (LAMN) are very rare, accounting for approximately 0.2%-0.5% of gastrointestinal tumors. We conducted a multicenter retrospective study to explore the impact of different surgical procedures combined with HIPEC on the short-term outcomes and long-term survival of patients. METHODS: We retrospectively analyzed the clinicopathological data of 91 LAMN perforation patients from 9 teaching hospitals over a 10-year period, and divided them into HIPEC group and non-HIPEC group based on whether or not underwent HIPEC. RESULTS: Of the 91 patients with LAMN, 52 were in the HIPEC group and 39 in the non-HIPEC group. The Kaplan-Meier method predicted that 52 patients in the HIPEC group had 5- and 10-year overall survival rates of 82.7% and 76.9%, respectively, compared with predicted survival rates of 51.3% and 46.2% for the 39 patients in the non-HIPEC group, with a statistically significant difference between the two groups (χ2 = 10.622, p = 0.001; χ2 = 10.995, p = 0.001). Compared to the 5-year and 10-year relapse-free survival rates of 75.0% and 65.4% in the HIPEC group, respectively, the 5-year and 10-year relapse-free survival rates of 48.7% and 46.2% in the non-HIPEC group were significant different between the two outcomes (χ2 = 8.063, p = 0.005; χ2 = 6.775, p = 0.009). The incidence of postoperative electrolyte disturbances and hypoalbuminemia was significantly higher in the HIPEC group than in the non-HIPEC group (p = 0.023; p = 0.044). CONCLUSIONS: This study shows that surgery combined with HIPEC can significantly improve 5-year and 10-year overall survival rates and relapse-free survival rates of LAMN perforation patients, without affecting their short-term clinical outcomes.
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Adenocarcinoma Mucinoso , Neoplasias del Apéndice , Quimioterapia Intraperitoneal Hipertérmica , Humanos , Estudios Retrospectivos , Masculino , Femenino , Neoplasias del Apéndice/terapia , Neoplasias del Apéndice/mortalidad , Neoplasias del Apéndice/patología , Persona de Mediana Edad , Adulto , Adenocarcinoma Mucinoso/terapia , Adenocarcinoma Mucinoso/mortalidad , Adenocarcinoma Mucinoso/patología , Anciano , Terapia Combinada , Resultado del Tratamiento , Tasa de Supervivencia , Clasificación del Tumor , Perforación Intestinal/etiología , Neoplasias Peritoneales/terapia , Neoplasias Peritoneales/mortalidadRESUMEN
BACKGROUND: Although current guidelines(ESPEN guideline: Clinical nutrition in surgery and other guidelines) recommend preoperative immunonutrition for cachectic gastric cancer patients, the strength of the recommendation is weak, and the level of evidence is low. The benefits of preoperative immunonutrition still remain controversial. PATIENTS AND METHODS: 112 patients with gastric cancer cachexia were enrolled in the study and randomly assigned in a 1:1 ratio to receive either preoperative enteral immunonutrition support (IN, n = 56) or standard enteral nutrition support (SEN, n = 56). The primary endpoint was the incidence of infectious complications, and the secondary endpoints included the nutritional indicators, inflammatory markers, immune parameters, postoperative recovery and complications and gastrointestinal intolerance reactions. RESULTS: The incidence of postoperative infectious complications(P = 0.040) and overall complications (P = 0.049)was significantly lower in the IN group compared to the SEN group. In terms of laboratory inflammatory indexes, patients in the IN group demonstrated significantly lower levels of white blood cells (WBC), C-reactive protein (CRP), and interleukin-6 (IL-6), as well as higher levels of lymphocytes (LYMPH) and immunoglobulin A (IgA), compared to patients in the SEN group, with statistically significant differences. In terms of clinical outcomes, the IN group had a shorter duration of antibiotic use (P = 0.048), shorter hospital stay (P = 0.018), and lower total hospital costs (P = 0.034) compared to the SEN group. The IN group also experienced significantly less weight loss after surgery (P = 0.043). CONCLUSION: Preoperative administration of immunonutrition formula has a positive impact on the incidence of infectious complications in patients with gastric cancer cachexia after surgery. It improves patients' inflammatory and immune status, shortens hospital stays, and reduces healthcare costs. Preoperative use of immunonutrition may contribute to the improvement of prognosis in this high-risk population.
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Neoplasias Gástricas , Humanos , Caquexia , Estudios Prospectivos , Dieta de Inmunonutrición , Complicaciones PosoperatoriasRESUMEN
OBJECTIVE: To evaluate the multiple factors influencing the survival of elderly patients with locally advanced gastric cancer (LAGC) and develop and validate the novel nomograms for predicting the survival. METHODS: The clinical features of patients treated between 2000 and 2018 were collected and collated from the Surveillance, Epidemiology, and End Results (SEER) database and three medical centres in China, and the patients were randomly divided into a training cohort (3494), internal validation cohort (1497) and external validation cohort (841). Univariate and multivariate analyses of the prognostic values were performed to identify independent prognostic factors associated with overall survival (OS) and cancer-specific survival (CSS), and two nomogram models were developed. Harrell's concordance index (C-index) and calibration curves were employed to assess discrimination and calibration. Decision curve analysis (DCA) and receiver-operating characteristic (ROC) curves were utilized to investigate the clinical usefulness. RESULTS: In the SEER database, the 5-year OS of the patients was 31.08%, while the 5-year CSS of the patients was 44.09%. Furthermore, in the external validation set, the 5-year OS of the patients was 49.58%, and the 5-year CSS of these patients was 53.51%. After statistical analysis, nine independent prognostic factors of OS and CSS were identified, including age, race, tumour size, differentiation, TNM stage, gastrectomy type, lymph node metastasis (LNM), lymph node ratio (LNR) and chemotherapy. The C-index (approximately 0.7) and calibration curve (close to the optimal calibration line) indicated satisfactory discrimination and calibration of the nomogram. DCA and ROC curves showed that the developed nomogram was superior to TNM stage. CONCLUSION: The novel validated nomogram could accurately predict the prognosis of individual elderly patients with LAGC and guide the selection of clinical treatment measures.
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Neoplasias Primarias Secundarias , Neoplasias Gástricas , Anciano , Humanos , Nomogramas , Gastrectomía , Proyectos de InvestigaciónRESUMEN
BACKGROUND: This study was performed to evaluate the safety and efficacy of laparoscopic gastrectomy (LG) in patients with locally advanced gastric cancer (LAGC) who received neoadjuvant chemotherapy (NACT). METHODS: We retrospectively analyzed patients who underwent gastrectomy for LAGC (cT2-4aN+M0) after NACT from January 2015 to December 2019. The patients were divided into a LG group and an open gastrectomy (OG) group. The short- and long-term outcomes in both groups were examined following propensity score matching. RESULTS: We retrospectively reviewed 288 patients with LAGC who underwent gastrectomy following NACT. Of these 288 patients, 218 were enrolled; after 1:1 propensity score matching, each group comprised 81 patients. The LG group had significantly lower estimated blood loss than the OG group [80 (50-110) vs. 280 (210-320) mL, P < 0.001) but a longer operation time [205 (186.5-222.5) vs. 182 (170-190) min, P < 0.001], a lower postoperative complication rate (24.7% vs. 42.0%, P = 0.002), and a shorter postoperative hospitalization period [8 (7-10) vs. 10 (8-11.5) days, P = 0.001]. Subgroup analysis revealed that patients who underwent laparoscopic distal gastrectomy had a lower rate of postoperative complications than patients in the OG group (18.8% vs. 38.6%, P = 0.034); however, such a pattern was not seen in patients who underwent total gastrectomy (32.3% vs. 45.9%, P = 0.251). The 3-year matched cohort analysis showed no significant difference in overall survival or recurrence-free survival (log-rank P = 0.816 and P = 0.726, respectively) (71.3% and 65.0% in OG vs. 69.1% and 61.7% in LG, respectively). CONCLUSION: In the short term, LG following NACT is safer and more effective than OG. However, the long-term results are comparable.
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Laparoscopía , Neoplasias Gástricas , Humanos , Terapia Neoadyuvante , Neoplasias Gástricas/tratamiento farmacológico , Neoplasias Gástricas/cirugía , Estudios Retrospectivos , Puntaje de Propensión , Gastrectomía/métodos , Laparoscopía/métodos , Complicaciones Posoperatorias/epidemiología , Complicaciones Posoperatorias/etiología , Complicaciones Posoperatorias/cirugía , Resultado del TratamientoRESUMEN
BACKGROUND: Some studies have demonstrated the short-term recovery course for patients who underwent laparoscopic gastrectomy according to preoperative computed tomography angiography (CTA) assessment. However, reports of the long-term oncological outcomes are still limited. METHODS: The data of 988 consecutive patients who underwent laparoscopic or robotic radical gastrectomy between January 2014 and September 2018 were analyzed retrospectively at our center, and propensity score matching was used to eliminate bias. Study cohorts were divided into the CTA group (n = 498) and the non-CTA group (n = 490) depending on whether preoperative CTA was available. The primary and secondary endpoints were the 3-year overall survival (OS) and disease-free survival (DFS) rates and the intraoperative course and short-term outcomes, respectively. RESULTS: 431 patients were included in each group after PSM. Compared with the non-CTA group, the CTA group had more harvested lymph nodes and less operative time, blood loss, intraoperative vascular injury and total cost, especially in the subgroup analysis with BMI ≥ 25 kg/m2 patients. There was no difference in the 3 year OS and DFS between the CTA group and the non-CTA group. When further stratified by BMI < 25 or ≥ 25 kg/m2, the 3-year OS and DFS were significantly higher in the CTA group than in the non-CTA group in terms of BMI ≥ 25 kg/m2. CONCLUSIONS: Laparoscopic or robotic radical gastrectomy based on preoperative perigastric artery CTA surgical decision-making has the possibility of improving short-term outcomes. However, there is no difference in the long-term prognosis, except for a subgroup of patients with BMI ≥ 25 kg/m2.
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Laparoscopía , Procedimientos Quirúrgicos Robotizados , Neoplasias Gástricas , Humanos , Estudios Retrospectivos , Angiografía por Tomografía Computarizada , Puntaje de Propensión , Neoplasias Gástricas/cirugía , Gastrectomía/métodos , Laparoscopía/métodos , Arterias/patología , Resultado del TratamientoRESUMEN
BACKGROUND: Comparative data on D2-robotic gastrectomy (RG) vs D2-open gastrectomy (OG) are lacking in the Literature. Aim of this paper is to compare RG to OG with a focus on D2-lymphadenectomy. STUDY DESIGN: Data of patients undergoing D2-OG or RG for gastric cancer were retrieved from the international IMIGASTRIC prospective database and compared. RESULTS: A total of 1469 patients were selected for inclusion in the study. After 1:1 propensity score matching, a total of 580 patients were matched and included in the final analysis, 290 in each group, RG vs OG. RG had longer operation time (210 vs 330 min, p < 0.0001), reduced intraoperative blood loss (155 vs 119.7 ml, p < 0.0001), time to liquid diet (4.4 vs 3 days, p < 0.0001) and to peristalsis (2.4 vs 2 days, p < 0.0001), and length of postoperative stay (11 vs 8 days, p < 0.0001). Morbidity rate was higher in OG (24.1% vs 16.2%, p = 0.017). CONCLUSION: RG significantly expedites recovery and reduces the risk of complications compared to OG. However, long-term survival is similar.
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Laparoscopía , Procedimientos Quirúrgicos Robotizados , Neoplasias Gástricas , Humanos , Puntaje de Propensión , Gastrectomía , Escisión del Ganglio Linfático , Neoplasias Gástricas/cirugía , Resultado del Tratamiento , Estudios Retrospectivos , Complicaciones Posoperatorias/epidemiología , Complicaciones Posoperatorias/cirugíaRESUMEN
OBJECTIVE: This study aimed to compare the effects of ERAS and conventional programs on short-term outcomes after LDG. SUMMARY OF BACKGROUND DATA: Currently, the ERAS program is broadly applied in surgical areas. Although several benefits of LDG with the ERAS program have been covered, high-level evidence is still limited, specifically in advanced gastric cancer. METHODS: The present study was designed as a randomized, multicenter, unblinded trial. The enrollment criteria included histologically confirmed cT2-4aN0-3M0 gastric adenocarcinoma. Postoperative complications, mortality, readmission, medical costs, recovery, and laboratory outcomes were compared between the ERAS and conventional groups. RESULTS: Between April 2019 and May 2020, 400 consecutive patients who met the enrollment criteria were enrolled. They were randomly allocated to either the ERAS group (n = 200) or the conventional group (n = 200). After excluding patients who did not undergo surgery or gastrectomy, 370 patients were analyzed. The patient demographic characteristics were not different between the 2 groups. The conventional group had a significantly longer allowed day of discharge and postoperative hospital stay (6.96 vs 5.83âdays, P < 0.001; 8.85 vs 7.27âdays, P < 0.001); a longer time to first flatus, liquid intake and ambulation (3.37 vs 2.52âdays, P < 0.001; 3.09 vs 1.13âdays, P < 0.001; 2.85 vs 1.38âdays, P < 0.001, respectively); and higher medical costs (6826 vs 6328 $, P = 0.027) than the ERAS group. Additionally, patients in the ERAS group were more likely to initiate adjuvant chemotherapy earlier (29 vs 32âdays, P = 0.035). There was no significant difference in postoperative complications or in the mortality or readmission rates. Regarding laboratory outcomes, the procalcitonin and C-reactive protein levels on postoperative day 3 were significantly lower and the hemoglobin levels on postoperative day 5 were significantly higher in the ERAS group than in the conventional group. CONCLUSION: The ERAS program provides a faster recovery, a shorter postoperative hospitalization length, and lower medical costs after LDG without increasing complication and readmission rates. Moreover, enhanced recovery in the ERAS group enables early initiation of adjuvant chemotherapy.
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Adenocarcinoma/terapia , Recuperación Mejorada Después de la Cirugía/normas , Gastrectomía/métodos , Laparoscopía/métodos , Neoplasias Gástricas/terapia , Adenocarcinoma/diagnóstico , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Quimioterapia Adyuvante , China/epidemiología , Femenino , Estudios de Seguimiento , Humanos , Incidencia , Tiempo de Internación/tendencias , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Complicaciones Posoperatorias/epidemiología , Estudios Prospectivos , Neoplasias Gástricas/diagnóstico , Factores de Tiempo , Adulto JovenRESUMEN
BACKGROUND: Research on short-term outcomes and oncology results after robotic gastrectomy (RG) is still limited, especially from a single surgical team. The purpose of this study was to compare the short-term and long-term outcomes of robotic and laparoscopic gastrectomy (LG). METHODS: Between October 2014 and September 2019, 1686 consecutive patients who underwent MIS gastrectomy were enrolled. The patients were divided into RG and LG groups according to surgical type. Groups were matched at a 1:1 ratio using propensity scores based on the following variables: age, sex, ASA score, primary tumor location, histologic type, pathological stage, and neoadjuvant chemotherapy. The primary outcomes were 3-year overall survival (OS) and relapse-free survival (RFS). The secondary outcomes were postoperative short-term outcomes. RESULTS: Demographic and baseline characteristics were similar between the two groups after matching. Compared to the LG group, the RG group had a significantly higher retrieved lymph node (LN) number (32.15 vs 30.82, P = 0.040), more retrieved supra-pancreatic LNs (12.45 vs 11.61, P = 0.028), lower estimated blood loss (73.67 vs 98.08 ml, P < 0.001), but longer operation time (205.18 vs 185.27 min, P < 0.001) and higher hospitalization costs ($13,607 vs $10,928, P < 0.001) in the matched cohort. In the subgroup analysis, we observed that compared with LG, patients with advanced gastric cancer benefitted more from RG surgery. The matched cohort analysis demonstrated no statistically significant differences for 3-year OS or RFS (log-rank, P = 0.648 and P = 0.951, respectively): 80.3% and 77.0% in LG vs. 81.2% and 76.6% in RG, respectively. CONCLUSION: RG has certain technical advantages over LG, especially in patients with advanced gastric cancer. However, RG does not improve long-term oncology outcomes.
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Laparoscopía , Procedimientos Quirúrgicos Robotizados , Neoplasias Gástricas , Gastrectomía/métodos , Humanos , Recurrencia Local de Neoplasia/cirugía , Complicaciones Posoperatorias/epidemiología , Complicaciones Posoperatorias/etiología , Complicaciones Posoperatorias/cirugía , Puntaje de Propensión , Estudios Retrospectivos , Procedimientos Quirúrgicos Robotizados/métodos , Neoplasias Gástricas/patología , Resultado del TratamientoRESUMEN
BACKGROUND: The aim of this study was to evaluate the effects of the enhanced recovery after surgery (ERAS) program versus conventional perioperative care on the short-term postoperative outcomes among elderly patients with gastric cancer who are undergoing laparoscopic total gastrectomy. METHODS: Elderly patients with gastric cancer (age ≥ 65 y) who are undergoing laparoscopic total gastrectomy were randomized to ERAS or conventional perioperative care groups. Short-term postoperative outcomes, including postoperative hospital stay, mortality, complications, readmission rate, and reoperation rate were compared between the two groups. In addition, blood samples were taken preoperatively (baseline) and on postoperative days 1, 3, and 5. Systemic human leukocyte antigen (HLA)-DR expression on monocytes and C-reactive protein (CRP) were analyzed. RESULTS: Of the 171 eligible patients, 85 patients were assigned to receive ERAS program treatment (ERAS group) and 86 patients to receive conventional care (conventional group). The patients' characteristics were comparable. Postoperative hospital stay was shorter in the ERAS group than in the conventional group (11 [7-11] versus 13 [8-20] d, P < 0.001). Hospital mortality, overall morbidity, morbidity ≥ Clavien-Dindo (C-D) grade II, readmission rate, and reoperation rate did not show significant differences between the two groups. However, morbidity ≥ C-D grade IIIa was lower in the ERAS group than that in the conventional group (8.2% versus 18.6%, P = 0.047). The ERAS program shortened the number of days to postoperative first flatus, first defecation, semifluid diet, and soft bland diet. Moreover, the ERAS program increased the HLA-DR expression on monocytes and decreased the CRP levels on postoperative days 1, 3, and 5. CONCLUSIONS: The ERAS program was feasible and effective for elderly patients with gastric cancer who are undergoing laparoscopic total gastrectomy. The benefits of ERAS were associated with improvement of impaired immune function and suppression of inflammatory reaction.
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Recuperación Mejorada Después de la Cirugía , Gastrectomía , Neoplasias Gástricas/cirugía , Anciano , Proteína C-Reactiva/metabolismo , Femenino , Antígenos HLA-DR/metabolismo , Humanos , Laparoscopía , Masculino , Estudios Prospectivos , Resultado del TratamientoRESUMEN
Background: Tumor necrosis factor (TNF)-alpha-induced protein 8-like 2 (TIPE2 or TNFAIP8L2) is a newly discovered negative immune regulator. Studies have shown that TIPE2 causes significant malignant biological effects and is differentially expressed in various malignant tumors. However, the expression and roles of TIPE2 in pancreatic ductal adenocarcinoma (PDAC) are largely unknown. Materials and Methods: The expression of TIPE2 in PDAC tissues was assessed by immunohistochemistry, qPCR and western blot analysis and related clinicopathological parameters including survival time were analyzed. After overexpression of TIPE2, cell proliferation and apoptosis analysis were conducted, and the associated underlying molecular mechanism was also explored. Results: In the present study, TIPE2 was upregulated in early PDAC tissues, and TIPE2 expression decreased as the tumor progressed (P<0.001). TIPE2 expression was negatively associated with tumor size, TNM stage and metastasis of lymph nodes. Furthermore, as an independent risk factor, TIPE2 could be used to predict the survival of patients with PDAC (P=0.035). TIPE2 overexpression significantly suppressed the viability, proliferation and induced apoptosis of PDAC cells by inhibiting survivin and increasing the activity of caspase3/7. Conclusions: For the first time, this study demonstrated that TIPE2 is an independent prognostic factor in PDAC. TIPE2 inhibited the proliferation and induced apoptosis via regulating survivin/caspase3/7 signaling pathway. These results indicated that TIPE2 is a potential biomarker for predicting the prognosis of PDAC patients and plays a pivotal role in the progression of PDAC.
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Biomarcadores de Tumor/metabolismo , Carcinoma Ductal Pancreático/mortalidad , Péptidos y Proteínas de Señalización Intracelular/metabolismo , Neoplasias Pancreáticas/mortalidad , Apoptosis/genética , Biomarcadores de Tumor/análisis , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/patología , Carcinoma Ductal Pancreático/cirugía , Caspasa 3/metabolismo , Línea Celular Tumoral , Proliferación Celular/genética , Progresión de la Enfermedad , Femenino , Estudios de Seguimiento , Regulación Neoplásica de la Expresión Génica , Humanos , Péptidos y Proteínas de Señalización Intracelular/análisis , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Invasividad Neoplásica/genética , Páncreas/patología , Páncreas/cirugía , Pancreatectomía , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/patología , Neoplasias Pancreáticas/cirugía , Pronóstico , Transducción de Señal/genética , Survivin/metabolismo , Regulación hacia ArribaRESUMEN
BACKGROUND Enhanced Recovery After Surgery (ERAS) programs can optimize clinical outcomes and have been widely used across multiple specialties, but a personalized prediction model involving ERAS for the prognosis of gastric cancer is lacking. MATERIAL AND METHODS We retrospectively collected clinical data on 725 gastric cancer patients within ERAS who underwent curative gastric resection in the Affiliated Hospital of Qingdao University from 2007 to 2014. Kaplan-Meier method, log-rank test, and Cox proportional risk model were used to determine the independent prognostic factors of patients. The accuracy of model was evaluated by C-index, calibration curve, and Decision Curve Analysis (DCA), and the receiver operator characteristic (ROC) curve was used to compare the nomogram model with the predictive value of TNM staging system. RESULTS The 5-year overall survival (OS) of 725 patients within ERAS was 72.5%. Age at diagnosis, T stage, N stage, and postoperative complications were determined to be independent factors affecting the prognosis of patients within ERAS, and nomogram model was constructed. The C-index of the training group was 0.809 and that of the verification group was 0.804; the calibration curves and DCA of the 2 groups showed good accuracy. Through verification, we found that, compared with the TNM staging assessment method, the nomogram model was more accurate in predicting the prognosis of gastric cancer. CONCLUSIONS This study identified factors affecting the prognosis of patients with gastric cancer, and we constructed the first prognostic nomogram model in ERAS mode to facilitate postoperative personalized prognostic evaluation.
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Gastrectomía , Nomogramas , Neoplasias Gástricas/mortalidad , Neoplasias Gástricas/cirugía , Anciano , Supervivencia sin Enfermedad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Estudios Retrospectivos , Tasa de SupervivenciaRESUMEN
BACKGROUND: With the increasing number of cancer treatments, the emergence of multidisciplinary teams (MDTs) provides patients with personalized treatment options. In recent years, artificial intelligence (AI) has developed rapidly in the medical field. There has been a gradual tendency to replace traditional diagnosis and treatment with AI. IBM Watson for Oncology (WFO) has been proven to be useful for decision-making in breast cancer and lung cancer, but to date, research on gastric cancer is limited. OBJECTIVE: This study compared the concordance of WFO with MDT and investigated the impact on patient prognosis. METHODS: This study retrospectively analyzed eligible patients (N=235) with gastric cancer who were evaluated by an MDT, received corresponding recommended treatment, and underwent follow-up. Thereafter, physicians inputted the information of all patients into WFO manually, and the results were compared with the treatment programs recommended by the MDT. If the MDT treatment program was classified as "recommended" or "considered" by WFO, we considered the results concordant. All patients were divided into a concordant group and a nonconcordant group according to whether the WFO and MDT treatment programs were concordant. The prognoses of the two groups were analyzed. RESULTS: The overall concordance of WFO and the MDT was 54.5% (128/235) in this study. The subgroup analysis found that concordance was less likely in patients with human epidermal growth factor receptor 2 (HER2)-positive tumors than in patients with HER2-negative tumors (P=.02). Age, Eastern Cooperative Oncology Group performance status, differentiation type, and clinical stage were not found to affect concordance. Among all patients, the survival time was significantly better in concordant patients than in nonconcordant patients (P<.001). Multivariate analysis revealed that concordance was an independent prognostic factor of overall survival in patients with gastric cancer (hazard ratio 0.312 [95% CI 0.187-0.521]). CONCLUSIONS: The treatment recommendations made by WFO and the MDT were mostly concordant in gastric cancer patients. If the WFO options are updated to include local treatment programs, the concordance will greatly improve. The HER2 status of patients with gastric cancer had a strong effect on the likelihood of concordance. Generally, survival was better in concordant patients than in nonconcordant patients.
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Toma de Decisiones Clínicas/métodos , Oncología Médica/métodos , Grupo de Atención al Paciente/normas , Neoplasias Gástricas/diagnóstico , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Adulto JovenAsunto(s)
Aprendizaje Profundo , Neoplasias Gástricas , Humanos , Nomogramas , Neoplasias Gástricas/diagnóstico por imagen , Neoplasias Gástricas/tratamiento farmacológico , Neoplasias Gástricas/patología , Terapia Neoadyuvante , Radiómica , Ganglios Linfáticos/diagnóstico por imagen , Ganglios Linfáticos/patología , Tomografía Computarizada por Rayos X , Estudios RetrospectivosRESUMEN
Pancreatic stellate cells (PSCs) are a key cellular component of the pancreatic tumor microenvironment and are considered to contribute to tumor invasion and metastasis. Multiple cytokines and growth factors derived from PSCs are involved in malignant cancer progression, including hepatocyte growth factor (HGF). However, the molecular mechanisms by which HGF regulates cancer invasion and metastasis have not been completely elucidated. Here, we report that two pancreatic cancer (PC) cell lines, Panc-1 and SW1990, displayed different invasive and migratory abilities after treatment with HGF secreted by PSCs. We found that HGF enhanced the invasive and migratory capacity of Panc-1 cells because of P53 deficiency, leading to overexpression of c-Met, which was regulated through P21. Additionally, our data showed that HGF/c-Met-mediated invasion and migration required the upregulation of survivin expression. In conclusion, PSCs promote PC cells invasion and migration via the HGF/c-Met/survivin pathway, which is negatively regulated by P53/P21.
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Inhibidor p21 de las Quinasas Dependientes de la Ciclina/metabolismo , Factor de Crecimiento de Hepatocito/metabolismo , Proteínas Inhibidoras de la Apoptosis/metabolismo , Células Estrelladas Pancreáticas/metabolismo , Proteínas Proto-Oncogénicas c-met/metabolismo , Proteína p53 Supresora de Tumor/metabolismo , Línea Celular Tumoral , Movimiento Celular/fisiología , Humanos , Invasividad Neoplásica , Neoplasias Pancreáticas/metabolismo , Neoplasias Pancreáticas/patología , Survivin , Microambiente TumoralRESUMEN
BACKGROUND: Reporting of surgical complications is common, but few provide information about the severity and estimate risk factors of complications. If have, but lack of specificity. METHODS: We retrospectively analyzed data on 2795 gastric cancer patients underwent surgical procedure at the Affiliated Hospital of Qingdao University between June 2007 and June 2012, established multivariate logistic regression model to predictive risk factors related to the postoperative complications according to the Clavien-Dindo classification system. RESULTS: Twenty-four out of 86 variables were identified statistically significant in univariate logistic regression analysis, 11 significant variables entered multivariate analysis were employed to produce the risk model. Liver cirrhosis, diabetes mellitus, Child classification, invasion of neighboring organs, combined resection, introperative transfusion, Billroth II anastomosis of reconstruction, malnutrition, surgical volume of surgeons, operating time and age were independent risk factors for postoperative complications after gastrectomy. Based on logistic regression equation, p=Exp∑BiXi / (1+Exp∑BiXi), multivariate logistic regression predictive model that calculated the risk of postoperative morbidity was developed, p = 1/(1 + e((4.810-1.287X1-0.504X2-0.500X3-0.474X4-0.405X5-0.318X6-0.316X7-0.305X8-0.278X9-0.255X10-0.138X11))). The accuracy, sensitivity and specificity of the model to predict the postoperative complications were 86.7%, 76.2% and 88.6%, respectively. CONCLUSIONS: This risk model based on Clavien-Dindo grading severity of complications system and logistic regression analysis can predict severe morbidity specific to an individual patient's risk factors, estimate patients' risks and benefits of gastric surgery as an accurate decision-making tool and may serve as a template for the development of risk models for other surgical groups.
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Gastrectomía/efectos adversos , Complicaciones Posoperatorias/epidemiología , Neoplasias Gástricas/cirugía , Anciano , China , Femenino , Humanos , Modelos Logísticos , Masculino , Persona de Mediana Edad , Análisis Multivariante , Estudios Retrospectivos , Factores de Riesgo , Índice de Severidad de la EnfermedadRESUMEN
Background: The present study investigate the expression and correlation of ITGB6 and Rac1 proteins in gastric cancer tissues. By exploring the clinical significance and functions of these proteins, we aimed to gain further insights into the mechanisms underlying gastric cancer development. Patients and methods: In this study, a total of 198 patients diagnosed with gastric cancer and who underwent gastrectomy between July 2010 to October 2012 were included. The median follow-up time was 52.00 months. To evaluate the factors influencing overall survival, Kaplan-Meier survival curve analysis and Cox regression analysis were conducted. Furthermore, an independent prognostic factor-based nomogram was constructed and validated to predict survival outcomes in gastric cancer patients. In addition, in vitro experiments including CCK8 and Transwell assays were conducted to explore the roles of ITGB6 and Rac1 in gastric cancer. Results: The expression levels of ITGB6 and Rac1 in gastric cancerous and paraneoplastic tissues were detected by immunohistochemistry. The correlation and clinical significance of the two proteins were also investigated. ITGB6 expression showed significant associations with tumor size (P=0.030), pathological grading (P=0.013), location (P=0.031), N stage (P=0.002), and clinical stage (P=0.002). Additionally, we found that tumor size (P=0.013), tumor's anatomical location (P=0.031), N stage (P=0.002), clinical stage (P=0.035), and survival status (P<0.001) were significantly associated with the expression of Rac1. ITGB6 was moderately correlated with Rac1 (r=0.285, P<0.001). Both the Kaplan-Meier survival analysis and Cox regression model analysis demonstrated that the presence of positive expression of ITGB6 and Rac1 proteins served as independent prognostic factors for gastric cancer. These findings highlight the potential of ITGB6 and Rac1 as valuable markers for predicting the prognosis of gastric cancer patients (HR=2.212 P<0.001 and HR=2.073 P=0.001), with a significant poorer trend for 5-year survival (P<0.0001, respectively, the log-rank test). Additionally, subsequent in vitro experiments preliminarily demonstrated that ITGB6 and Rac1 promoted the proliferation, migration and invasion of gastric cancer cells, and ITGB6 may functions via targeting Rac1. Conclusion: ITGB6 and Rac1 are indicators of poor prognosis and tumor progression in gastric cancer patients. The potential signaling pathways associated with both may provide useful targets for the prevention and treatment of gastric cancer.
RESUMEN
BACKGROUND: Although minimally invasive surgery (MIS) for gastric patients has gained popularity in recent decades, reports on the comparison of short and long clinical outcomes between robotic gastrectomy (RG) and laparoscopic gastrectomy (LG) for gastric cancer patients with BMI≥30 kg/m2 are still limited. METHODS: A total of 226 obese gastric cancer patients who underwent either RG (n = 81) or LG (n = 145) were enrolled in this study between October 2014 and September 2022. Propensity score matching (PSM) (1:1) was performed to reduce confounding bias. Short-term and long-term outcomes were compared between the RG and LG groups. RESULTS: The clinicopathological characteristics of 156 patients in the RG group (n = 79) and LG group (n = 79) were well balanced after PSM. Compared with the LG group, the RG group had a significantly shorter operation time, less estimated blood loss, more harvested lymph nodes, a faster postoperative recovery course, reduced surgical morbidity, and a shorter postoperative hospital stay. The long-term outcomes were comparable between the two groups. CONCLUSIONS: RG is a safe and feasible approach for gastric cancer with a BMI≥30 kg/m2 and has better short-term clinical outcomes than LG. However, RG is similar to LG in terms of long-term prognosis.
Asunto(s)
Laparoscopía , Procedimientos Quirúrgicos Robotizados , Neoplasias Gástricas , Humanos , Neoplasias Gástricas/cirugía , Neoplasias Gástricas/patología , Puntaje de Propensión , Índice de Masa Corporal , Gastrectomía , Resultado del Tratamiento , Complicaciones Posoperatorias/epidemiología , Complicaciones Posoperatorias/cirugía , Estudios RetrospectivosRESUMEN
OBJECTIVE: To evaluate the prognostic significance of the seventh edition TNM staging classification for gastric cancer. BACKGROUND: The seventh edition TNM staging system for gastric cancer was adopted by the American Joint Committee on Cancer/International Union Against Cancer on January 1, 2010, and included major revisions. METHODS: The authors analyzed data retrospectively collected on patients with gastric cancer who underwent surgery at the Affiliated Hospital of Qingdao University Medical College between 2000 and 2008. A total of 964 patients with gastric cancer who underwent R0 surgical resection were included. RESULTS: The relative risk (RR) for the seventh edition T classification was found to increase steadily and reasonably compared with the sixth edition. However, the RR for the sixth edition N classification was found to increase steadily and reasonably compared with the seventh edition classification. Cox regression multivariate analysis showed that the sixth edition N classification was superior to the seventh edition N classification as an independent prognostic factor. In survival analysis, the seventh edition TNM classification provided a more detailed classification; however, some subgroups of the seventh edition TNM classification did not demonstrate significantly different survival rates. The combination of the seventh edition T classification and the sixth edition N classification, with ideal RR results, showed significantly different survival rates except for IA and IB. CONCLUSIONS: The combination of the seventh edition T classification and the sixth edition N classification seems to provide the optimal prognosis.