RESUMO
BACKGROUND: Peripancreatic bacterial contamination (PBC) is a critical factor contributing to the development of clinically relevant postoperative pancreatic fistula (CR-POPF) following pancreaticoduodenectomy (PD). Controlling pathogenic bacteria is essential in preventing CR-POPF; however, the precise relationship between specific bacteria and CR-POPF remains unclear. This study aimed to investigate the relationship between PBC and CR-POPF after PD, with a focus on identifying potentially causative bacteria. METHODS: This prospective observational study enrolled 370 patients who underwent PD. Microbial cultures were routinely collected from peripancreatic drain fluid on postoperative days (PODs) 1, 3, and 6. Predictive factors for CR-POPF and the bacteria involved in PBC were investigated. RESULTS: CR-POPF occurred in 86 (23.2%) patients. In multivariate analysis, PBC on POD1 (Odds ratio [OR] = 3.59; P = 0.005) was one of the main independent predictive factors for CR-POPF, while prophylactic use of antibiotics other than piperacillin/tazobactam independently influenced PBC on POD1 (OR = 2.95; P = 0.010). Notably, Enterococcus spp., particularly Enterococcus faecalis, were significantly isolated from PBC in patients with CR-POPF compared to those without CR-POPF on PODs 1 and 3 (P < 0.001), and they displayed high resistance to all cephalosporins. CONCLUSIONS: Early PBC plays a pivotal role in the development of CR-POPF following PD. Prophylactic antibiotic administration, specifically targeting Enterococcus faecalis, may effectively mitigate early PBC and subsequently reduce the risk of CR-POPF. This research sheds light on the importance of bacterial control strategies in preventing CR-POPF after PD.
Assuntos
Antibioticoprofilaxia , Enterococcus faecalis , Fístula Pancreática , Pancreaticoduodenectomia , Complicações Pós-Operatórias , Humanos , Pancreaticoduodenectomia/efeitos adversos , Fístula Pancreática/prevenção & controle , Enterococcus faecalis/isolamento & purificação , Enterococcus faecalis/efeitos dos fármacos , Masculino , Idoso , Feminino , Pessoa de Meia-Idade , Complicações Pós-Operatórias/prevenção & controle , Complicações Pós-Operatórias/microbiologia , Estudos Prospectivos , Antibacterianos/uso terapêutico , Estudos de Coortes , Adulto , Idoso de 80 Anos ou maisRESUMO
PURPOSE: To evaluate the impact of dual cockpit telesurgery on proctors and operators, and acceptable levels of processing delay for video compression and restoration. METHODS: Eight medical advisors and eight trainee surgeons, one highly skilled per group, performed gastrectomy, rectal resection, cholecystectomy, and bleeding tasks on pigs. Using the Medicaroid surgical robot hinotori™, simulated delay times (0 ms, 50 ms, 100 ms, 150 ms, and 200 ms) were inserted mid-surgery to evaluate the tolerance level. Operative times and dual cockpit switching times were measured subjectively using 5-point scale questionnaires (mSUS [modified System Usability Scale], and Robot Usability Score). RESULTS: No significant difference was observed in operative times between proctors and operators (proctor: p = 0.247, operator: p = 0.608) nor in switching times to the dual cockpit mode (p = 0.248). For each survey setting, proctors tended to give lower ratings to delays of ≥ 150 ms. No marked difference was observed in the operator evaluations. On the postoperative questionnaires, there were no marked differences in the mSUS or Robot Usability Score between the proctors and operators (mSUS: p = 0.779, Robot Usability Score: p = 0.261). CONCLUSION: Telesurgery using a dual cockpit with hinotori™ is practical and has little impact on surgical procedures.
Assuntos
Procedimentos Cirúrgicos Robóticos , Cirurgiões , Animais , Suínos , Humanos , Colecistectomia , ComunicaçãoRESUMO
The patient was an 82-year-old man who received a total of 25 courses of GEM/CDDP therapy for unresectable distal bile duct cancer with multiple liver metastases. After the chemotherapy, no liver metastasis was detected on computed tomography. Then, he underwent pancreaticoduodenectomy(â ¡A-1, D2)as a conversion surgery(T2N0M0, fStageâ B)at 2 years and 11 months after the initial diagnosis. Postoperatively, the patient received GEM therapy for 2 years and had no recurrence. Three years and 10 months after the surgery, computed tomography revealed a tumorous lesion with a poor contrasting effect on the remaining pancreas and a positive accumulation of SUVmax 8.6 was detected at the same site through the FDG-PET examination. We diagnosed the lesion as residual pancreatic cancer and performed remnant total pancreatectomy and splenectomy. The histopathological findings showed tumors arising from the residual pancreatic epithelium; therefore, we diagnosed his lesion as residual pancreatic cancer(T3N1aM0, fStage â ¡B). After the second surgery, he is being treated with adjuvant therapy with S-1 and is alive without recurrence. In this case, long-term survival was possible for 7 years and 4 months from the initial diagnosis of unresectable distal bile duct cancer. Metachronous double cancer of unresectable bile duct and pancreatic cancer is presumed to have a poor prognosis. However, long-term survival is suggested to be possible if multidisciplinary therapies are successful.
Assuntos
Neoplasias dos Ductos Biliares , Segunda Neoplasia Primária , Neoplasias Pancreáticas , Idoso de 80 Anos ou mais , Neoplasias dos Ductos Biliares/tratamento farmacológico , Neoplasias dos Ductos Biliares/cirurgia , Humanos , Masculino , Recidiva Local de Neoplasia , Segunda Neoplasia Primária/diagnóstico , Pancreatectomia , Neoplasias Pancreáticas/diagnóstico , PancreaticoduodenectomiaRESUMO
A 26-year-old woman underwent laparoscopic-assisted distal pancreatectomy and splenectomy for a tumor in the tail of the pancreas. Although the preoperative diagnosis was a solid pseudopapillary tumor, pathological tissue examination revealed that the tumor was a pancreatic acinar cell carcinoma. She was treated with S-1 chemotherapy for 6 months without severe side effects, and no recurrence was detected on several imaging inspections. Acinar cell carcinoma of the pancreas is a rare tumor in young patients, and there are few reports of treatment with postoperative chemotherapy.
Assuntos
Carcinoma de Células Acinares , Neoplasias Pancreáticas , Adulto , Carcinoma de Células Acinares/tratamento farmacológico , Carcinoma de Células Acinares/cirurgia , Combinação de Medicamentos , Feminino , Humanos , Recidiva Local de Neoplasia , Ácido Oxônico/uso terapêutico , Pâncreas , Pancreatectomia , Neoplasias Pancreáticas/tratamento farmacológico , Neoplasias Pancreáticas/cirurgia , Esplenectomia , Tegafur/uso terapêuticoRESUMO
The REGARD and RAINBOW trials revealed the effectiveness of ramucirumab(RAM)for advanced gastric cancer patients who had been previously treated with chemotherapy. In the latest Japanese gastric cancer treatment guidelines, PAM plus paclitaxel(PTX)was positioned as a second-line chemotherapy for advanced gastric cancer. We report a case of advanced gastric cancer with peritoneal dissemination after gastrectomy effectively treated with RAM plus PTX. A 66-year-old woman underwent total gastrectomy with D2 lymph node dissection, splenectomy, and distal pancreatectomy. The pathological diagnosis was poorly differentiated adenocarcinoma, pT4b(pancreas), N3b, P1, CY1, Stage â £. She was treated with postoperative chemotherapy of S-1 plus cisplatin. However, 5 months after surgery, computed tomography(CT)showed ascites and recurrence of peritoneal dissemination. Cytological examination showed adenocarcinoma cells in the ascites. She was treated with combination chemotherapy of RAM and PTX as second line chemotherapy. After 1 course of this therapy, CT revealed complete disappearance of ascites and significant reduction in the size of the peritoneal dissemination. The patient survived without progression for 8 months after the recurrence was detected.
Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica , Neoplasias Peritoneais , Neoplasias Gástricas , Idoso , Anticorpos Monoclonais/administração & dosagem , Anticorpos Monoclonais Humanizados , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Combinação de Medicamentos , Feminino , Gastrectomia , Humanos , Recidiva Local de Neoplasia , Ácido Oxônico/administração & dosagem , Paclitaxel/administração & dosagem , Neoplasias Peritoneais/secundário , Neoplasias Gástricas/tratamento farmacológico , Neoplasias Gástricas/cirurgia , Tegafur/administração & dosagem , RamucirumabRESUMO
Myocardial metastasis for esophageal squamous cell carcinoma(ESCC)is relatively rare and it is diagnosed as a part of widespread metastasis in the terminal stage. We experienced a case of myocardial metastasis of ESCC treated effectively with chemoradiotherapy. A 56-year-old man was diagnosed ESCC(clinical T3N2M0, Stage III). He received neoadjuvant chemotherapy of 5-fluorouracil plus cisplatin followed by subtotal esophagectomy with dissection of the 3 regional lymph nodes. The pathological diagnosis was moderate differentiated squamous cell carcinoma, CT-pT3(T3), pN1, sM0, fStage III. Four months after surgery, he had no clinical symptom, however myocardial metastasis located in the apex was detected on the follow up positron emission tomography(PET). Chemoradiotherapy was performed for the myocardial metastasis. Myocardial metastasis treated effectively with chemoradiotherapy almost disappeared on the PET and computed tomography taken 3 months after chemoradiotherapy. He died, however, of multiple liver and bone metastases 15 months after the initial surgery.
Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Carcinoma de Células Escamosas/terapia , Quimiorradioterapia , Neoplasias Esofágicas/terapia , Neoplasias Cardíacas/terapia , Cisplatino/administração & dosagem , Carcinoma de Células Escamosas do Esôfago , Esofagectomia , Evolução Fatal , Fluoruracila/administração & dosagem , Neoplasias Cardíacas/secundário , Humanos , Masculino , Pessoa de Meia-IdadeRESUMO
INTRODUCTION: Progressive lower rectal cancer with metastasis to the lateral lymph nodes has poor prognosis, requiring systemic chemotherapy. In addition, because laparoscopic lateral lymph node dissection(LLND)in positive cases of metastasis to the lateral lymph nodes is difficult, it has not been commonly used. Here, we report the treatment results of neoadjuvant chemotherapy(NAC)and subsequent laparoscopic total mesorectal excision(TME)plus LLND in cases of lower rectal cancer with metastasis to the lateral lymph nodes. SUBJECTS AND METHODS: The subjects were 4 patients with metastasis to the lateral lymph nodes who underwent LLND after NAC. The surgical outcomes were investigated retrospectively. RESULTS: The mean surgical time was 398 minutes, and the mean bleeding amount was 150 g. In total, 33.5 lymph nodes were dissected, including 15.3 lateral lymph nodes. There was no switch to laparotomy, and no postoperative complications of Grade â ¢ or higher according to the Clavien-Dindo classification were observed. CONCLUSION: Laparoscopic TME plus LLND after NAC is considered safe and useful as radical surgery for positive cases of metastasis to the lymph nodes.
Assuntos
Excisão de Linfonodo , Neoplasias Retais , Humanos , Linfonodos , Metástase Linfática , Terapia Neoadjuvante , Neoplasias Retais/cirurgia , Estudos Retrospectivos , Resultado do TratamentoRESUMO
A 47-year-old woman was admitted to our institution with the chief complaint of a right cervical mass. Imaging examination findings showed a cystic mass of 25mm with a nodular lesion in the right cervical region. Therefore, we performed extirpation of the right cervical cystic mass to allow diagnosis of the lesion. The histopathological findings showed a partial thyroid tissue on the cyst wall covered with glandular epithelium or metaplastic squamous epithelium, and tumor cells proliferating in the papillary form. Considering the histopathological evidence of the characteristic epithelium of the thyroglossal duct cyst, the potential carcinogenesis from the remnant thyroid tissues, and the absence of primary tumor in the thyroid gland, the patient was diagnosed with thyroid papillary carcinoma arising from the thyroglossal duct cyst in the right lateral cervical region. We found recurrence of the right cervical lymph node at 1 year and 5 months after the initial operation. Thus, we performed dissection of the right cervical lymph nodes. Two years and 10 months after the operation, neither recurrence nor metastasis have been observed. It was suggested that, thyroid papillary carcinoma arising from the thyroglossal duct cyst should be taken into consideration when a lateral cervical mass lesion is found.
Assuntos
Carcinoma Papilar/complicações , Pescoço , Cisto Tireoglosso/complicações , Neoplasias da Glândula Tireoide/complicações , Carcinoma Papilar/cirurgia , Feminino , Humanos , Pessoa de Meia-Idade , Pescoço/cirurgia , Recidiva , Cisto Tireoglosso/patologia , Cisto Tireoglosso/cirurgia , Câncer Papilífero da Tireoide , Neoplasias da Glândula Tireoide/cirurgia , Resultado do TratamentoRESUMO
BACKGROUND: Thene utrophil-lymphocyteratio (NLR)reflects a patient's systemic inflammatory response. Several studies have revealed that the NLR is associated with a poor prognosis in several types of malignant tumors such as colorectal and lung cancer. The aim of this study was to evaluate the impact of preoperative NLR on the prognosis of patients with esophageal cancer. METHODS: The NLR was calculated for 93 consecutive patients with clinical Stage II or III esophageal cancer, who underwent curative esophagectomy following neoadjuvant chemotherapy between 2011 and 2013. The impact of preoperativeNLR on overall survival(OS)after esophagectomy was evaluated. The NLR cut off value was set to 2. RESULTS: The 3-year OS of patients with NLR≥2 was significantly shorter than patients with NLR<2(40.5% vs 67.9%, p=0.005). In a multivariateCox model, NLR≥2(HR: 2.342, 95%CI: 1.095-5.007, p=0.028), pathological depth of tumor(HR: 3.207, 95%CI: 1.114- 9.233, p=0.031), and an ageove r 60(HR: 2.342, 95%CI: 1.117-6.501, p=0.027)were identified as independent prognostic factors for OS after esophagectomy. CONCLUSIONS: The preoperative NLR was significantly associated with a poor prognosis in esophageal cancer patients who underwent curative esophagectomy following neoadjuvant chemotherapy.
Assuntos
Neoplasias Esofágicas/diagnóstico , Linfócitos/citologia , Neutrófilos/citologia , Idoso , Antineoplásicos/uso terapêutico , Terapia Combinada , Neoplasias Esofágicas/tratamento farmacológico , Neoplasias Esofágicas/cirurgia , Esofagectomia , Feminino , Humanos , Contagem de Leucócitos , Masculino , Pessoa de Meia-Idade , PrognósticoRESUMO
A 56-year-old man with no abnormalmedicalhistory was admitted to our hospitalfor gastric cancer surgery. The preoperative laboratory tests indicated anemia, hyperbilirubinemia, hemagglutinin reaction, and a markedly high cold agglutinin titer; thus, we diagnosed the patient with cold agglutinin disease(CAD). Although perioperative complications caused by cold stimulation were suspected, we decided that it was possible to perform the operation under robust intraoperative conditions avoiding exposure to cold temperatures, and thus performed the radical operation. Intraoperatively, we performed blood transfusion because the anemia of the patient progressed owing to bleeding; however, no other complications were noted. Postoperatively, the clinical course was good without any complications, and the patient was discharged 13 days after the operation. The present case demonstrated that CAD patients requiring surgery can safely be operated on if their conditions, including perioperative body temperature management, are adequately considered during surgical preparation.
Assuntos
Adenocarcinoma/cirurgia , Anemia Hemolítica Autoimune/complicações , Neoplasias Gástricas/cirurgia , Adenocarcinoma/complicações , Humanos , Masculino , Pessoa de Meia-Idade , Assistência Perioperatória , Neoplasias Gástricas/complicações , Neoplasias Gástricas/patologia , Resultado do TratamentoRESUMO
BACKGROUND: Lateral lymph node dissection(LLND)for locally advanced lower rectal cancer is the standard treatment procedure in Japan. We performed LLND with an extraperitoneal approach. Recently, we introduced laparoscopic surgery for locally advanced rectal cancer and laparoscopic LLND. We performed laparoscopic LLND in a patient havinglower rectal cancer with lateral lymph node metastasis that was detected via preoperative imaging. CASE PRESENTATION: The patient was a woman in her 50s who experienced melena and visited a physician. Colonoscopy revealed a tumor in the lower rectum and computed tomography showed lateral lymph node swelling and liver metastasis. The patient was referred to our institution and she was diagnosed with lower rectal cancer having lateral lymph node and synchronous liver metastases. We performed laparoscopic abdominoperineal resection and laparoscopic LLND. The operatingtime was 260 min, and the blood loss was 60g. CONCLUSION: The magnification of laparoscopy enables precision in the surgical operation of the narrow pelvis during lymph node dissection, allowingautonomic nerve preservation. Therefore, laparoscopic LLND is a helpful procedure in the treatment of locally advanced rectal cancer with a lateral lymph node metastasis.
Assuntos
Laparoscopia , Linfonodos/patologia , Neoplasias Retais/patologia , Feminino , Humanos , Excisão de Linfonodo/métodos , Linfonodos/cirurgia , Metástase Linfática , Pessoa de Meia-Idade , Neoplasias Retais/cirurgia , Resultado do TratamentoRESUMO
We report a case of pathological complete response after neoadjuvant chemotherapy(NAC)(S-1 plus oxaliplatin)for rectal cancer. The patient was a 50-year-old man who had type 3 circumferential rectal cancer. An abdominal CT scan revealed locally advanced rectal cancer(cT3N2H0P0M0, cStage III b)with severe stenosis and oral-side intestinal dilatation. The patient was treated with NAC after loop-ileostomy. After 3 courses of chemotherapy, a CT scan revealed significant tumor reduction. Laparoscopic low anterior resection and bilateral lymph node dissection were performed 5 weeks after the last course of chemotherapy. The pathological diagnosis was a pathological complete response(no residual cancer cells). This case suggests that laparoscopic low anterior resection after NAC with S-1 plus oxaliplatin for locally advanced rectal cancer is a potentially effective procedure.
Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Terapia Neoadjuvante , Neoplasias Retais/tratamento farmacológico , Neoplasias Retais/patologia , Combinação de Medicamentos , Humanos , Obstrução Intestinal/etiologia , Obstrução Intestinal/cirurgia , Laparoscopia , Masculino , Pessoa de Meia-Idade , Compostos Organoplatínicos/administração & dosagem , Oxaliplatina , Ácido Oxônico/administração & dosagem , Neoplasias Retais/complicações , Neoplasias Retais/cirurgia , Tegafur/administração & dosagem , Resultado do TratamentoRESUMO
Esophageal carcinoma rarely metastasizes to the brain. We experienced a case of solitary brain metastasis from Stage 0 esophageal carcinoma after surgery. A 54-year-old man was diagnosed with esophageal carcinoma (clinical T3N2M0, cStage â ¢). He received neoadjuvant chemotherapy consisting of 5-fluorouracil plus cisplatin followed by subtotal esophagectomy with dissection of 3 regional lymph nodes. The pathological diagnosis was poorly differentiated squamous cell carcinoma, CTpT1a- EP (T2), pN0, sM0, fStage 0. The pathological response of neoadjuvant chemotherapy was Grade 2. Eight months after surgery, abnormality of the right frontal lobe was identified with positron emission tomography(PET). Brain magnetic resonance imaging (MRI) uncovered a solitary 25 mm lobular tumor at the right frontal lobe, although no evidence of local recurrence or other metastatic sites was found. Gamma knife therapy was performed for the brain metastasis.He has survived for 35 months after esophagectomy without other metastases.
Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias Encefálicas/cirurgia , Carcinoma de Células Escamosas/terapia , Neoplasias Esofágicas/terapia , Terapia Neoadjuvante , Neoplasias Encefálicas/secundário , Cisplatino/administração & dosagem , Carcinoma de Células Escamosas do Esôfago , Esofagectomia , Fluoruracila/administração & dosagem , Humanos , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , RadiocirurgiaRESUMO
Assuring communication redundancy during the interruption and establishing appropriate teaching environments for local surgeons are essential to making robotic telesurgery mainstream. This study analyzes robotic telesurgery with telementoring using standard domestic telecommunication carriers. Can multiple carriers guarantee redundancy with interruptions? Three commercial optical fiber lines connected Hirosaki University and Mutsu General Hospitals, 150 km apart. Using Riverfield, Inc. equipment, Hirosaki had a cockpit, while both Mutsu used both a cockpit and a surgeon's console. Experts provided telementoring evaluating 14 trainees, using objective indices for operation time and errors. Subjective questionnaires addressed image quality and surgical operability. Eighteen participants performed telesurgery using combined lines from two/three telecommunication carriers. Manipulation: over 30 min, lines were cut and restored every three minutes per task. Subjects were to press a switch when noticing image quality or operability changes. Mean time to task completion was 1510 (1186-1960) seconds: local surgeons alone and 1600 (1152-2296) seconds for those under remote instructor supervision, including expert intervention time. There was no significant difference (p = 0.86). The mean error count was 0.92 (0-3) for local surgeons and 0.42 (0-2) with remote instructors. Image quality and operability questionnaires found no significant differences. Results communication companies A, B, and C: the A/B combination incurred 0.17 (0-1) presses of the environment change switch, B/C had 0, and C/A received 0.67 (0-3), showing no significant difference among provider combinations. Combining multiple communication lines guarantees communication redundancy and enables robotic telementoring with enhanced communication security.
Assuntos
Procedimentos Cirúrgicos Robóticos , Robótica , Cirurgiões , Humanos , Procedimentos Cirúrgicos Robóticos/métodos , Comunicação , Duração da CirurgiaRESUMO
Hepatocellular adenomas are rare diseases, defined as benign liver neoplasms composed of cells with hepatocellular differentiation. Differential diagnosis of hepatocellular adenoma from other lesions, including focal nodular hyperplasia and hepatocellular carcinoma, is crucial to determine treatment strategy. We describe a case of ß-catenin-activated inflammatory hepatocellular adenoma with malignant transformation. A 50-year-old man with a suspected liver tumor, based on abdominal ultrasonography findings, was referred to our hospital. Contrast-enhanced computed tomography and magnetic resonance imaging revealed a liver tumor in S2 which was enhanced in the arterial phase to the delayed phase. Based on diagnostic imaging findings, hepatocellular adenoma or focal nodular hyperplasia was suspected. We considered the possibility of malignant potential because of the enlargement of the lesion. Thus, we performed a laparoscopic hepatectomy. Histological examination showed pigment deposition in the hepatocytes, which was determined to be lipofuscin. Mild nuclear swelling and atypia in the tumor area indicated nodular growth. Based on the histological and immunohistochemical findings, the diagnosis was êµ-catenin-activated inflammatory hepatocellular adenoma with atypical features. The imaging features of hepatocellular adenoma and focal nodular hyperplasia are similar, but if the tumor tends to grow, surgical treatment should be performed because of the possibility of malignant hepatocellular adenoma.
Assuntos
Adenocarcinoma , Adenoma de Células Hepáticas , Carcinoma Hepatocelular , Hiperplasia Nodular Focal do Fígado , Neoplasias Hepáticas , Masculino , Humanos , Pessoa de Meia-Idade , Adenoma de Células Hepáticas/diagnóstico , Adenoma de Células Hepáticas/patologia , Neoplasias Hepáticas/diagnóstico por imagem , Neoplasias Hepáticas/cirurgia , Carcinoma Hepatocelular/diagnóstico por imagem , Carcinoma Hepatocelular/cirurgia , Hiperplasia Nodular Focal do Fígado/diagnóstico por imagem , beta Catenina , Pigmentação , Adenocarcinoma/diagnóstico , Diagnóstico DiferencialRESUMO
BACKGROUND: Conversion surgery, which is defined as chemotherapy or chemoradiotherapy followed by radical surgery, may improve survival of patients with initially unresectable advanced biliary tract cancer, including gallbladder cancer. However, there are few reports on conversion surgery for advanced gallbladder cancer. CASE PRESENTATION: A 69-year-old woman was referred to our hospital with initially unresectable gallbladder cancer with peritoneal carcinomatosis. She underwent gemcitabine plus cisplatin therapy for 9 months. Extended cholecystectomy, resection of the extrahepatic bile duct with regional lymph node dissection, and total omentectomy were then performed as conversion surgery. The patient has survived without recurrence for 19 months postoperatively (31 months after the initial diagnosis) while continuing chemotherapy. CONCLUSIONS: This case suggests that conversion surgery for advanced gallbladder cancer is effective and may be curative for locally advanced disease and distant metastasis such as peritoneal carcinomatosis.
RESUMO
Preoperatively accurate evaluation of risk for early postoperative recurrence contributes to maximizing the therapeutic success for intrahepatic cholangiocarcinoma (iCCA) patients. This study aimed to investigate the potential of deep learning (DL) algorithms for predicting postoperative early recurrence through the use of preoperative images. We collected the dataset, including preoperative plain computed tomography (CT) images, from 41 patients undergoing curative surgery for iCCA at multiple institutions. We built a CT patch-based predictive model using a residual convolutional neural network and used fivefold cross-validation. The prediction accuracy of the model was analyzed. We defined early recurrence as recurrence within a year after surgical resection. Of the 41 patients, early recurrence was observed in 20 (48.8%). A total of 71,081 patches were extracted from the entire segmented tumor area of each patient. The average accuracy of the ResNet model for predicting early recurrence was 98.2% for the training dataset. In the validation dataset, the average sensitivity, specificity, and accuracy were 97.8%, 94.0%, and 96.5%, respectively. Furthermore, the area under the receiver operating characteristic curve was 0.994. Our CT-based DL model exhibited high predictive performance in projecting postoperative early recurrence, proposing a novel insight into iCCA management.
Assuntos
Neoplasias dos Ductos Biliares , Colangiocarcinoma , Aprendizado Profundo , Neoplasias dos Ductos Biliares/diagnóstico por imagem , Neoplasias dos Ductos Biliares/cirurgia , Ductos Biliares Intra-Hepáticos , Colangiocarcinoma/diagnóstico por imagem , Colangiocarcinoma/cirurgia , Humanos , Estudos Retrospectivos , Tomografia Computadorizada por Raios X/métodosRESUMO
Infection is a frequent complication of liver transplantation or partial hepatectomy (PH) and sometimes results in cholestasis. We examined factors involved in infectioninduced cholestasis after PH, employing a rat PH model and lipopolysaccharide (LPS) as a bacterial toxin. Male SpragueDawley rats were subjected to 70% PH and/or LPS injection, and tissues were harvested at 0, 24, 72 and 168 h. Gene expression was analyzed by microarray analysis and reverse transcriptionquantitative polymerase chain reaction, and protein levels and localization were analyzed by western blotting and immunohistochemistry, respectively. Plasma bile acid levels were significantly higher in the LPS + PH group than in the PH group. Ribonucleotide reductase regulatory subunit M2 and proliferating cell nuclear antigen peaked at 24 and 72 h in the PH group and LPS + PH group, respectively, indicating a delay in cell proliferation in the latter group. The sodiumdependent taurocholate cotransporting polypeptide and organicaniontransporting polypeptide 1a1 and 1a2 were reduced in the PH group at 24 h, and were not further decreased in the LPS + PH group. Chemokine ligand 9 (Cxcl9), a chemokine involved in M2 macrophage polarization, increased after 24 h in the LPS and the LPS + PH groups. The number and shape of Cxcl9positive cells were similar to CD163positive cells, suggesting that such cells produced the chemokine. Hematopoietic prostaglandin D2 synthase (Ptgds2) was only detected in hepatocytes of the LPS + PH group exhibiting a delay in cell proliferation. Thus, Kupffer cells activated with LPS were suggested to be responsible for a delay in hepatocyte proliferation after PH.