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1.
Cancer Med ; 10(7): 2319-2331, 2021 04.
Article in English | MEDLINE | ID: mdl-33682368

ABSTRACT

Tissue micro-morphological abnormalities and interrelated quantitative data can provide immediate evidences for tumorigenesis and metastasis in microenvironment. However, the multiscale three-dimensional nondestructive pathological visualization, measurement, and quantitative analysis are still a challenging for the medical imaging and diagnosis. In this work, we employed the synchrotron-based X-ray phase-contrast tomography (SR-PCT) combined with phase-and-attenuation duality phase retrieval to reconstruct and extract the volumetric inner-structural characteristics of tumors in digesting system, helpful for tumor typing and statistic calculation of different tumor specimens. On the basis of the feature set including eight types of tumor micro-lesions presented by our SR-PCT reconstruction with high density resolution, the AlexNet-based deep convolutional neural network model was trained and obtained the 94.21% of average accuracy of auto-classification for the eight types of tumors in digesting system. The micro-pathomophological relationship of liver tumor angiogenesis and progression were revealed by quantitatively analyzing the microscopic changes of texture and grayscale features screened by a machine learning method of area under curve and principal component analysis. The results showed the specific path and clinical manifestations of tumor evolution and indicated that these progressions of tumor lesions rely on its inflammation microenvironment. Hence, this high phase-contrast 3D pathological characteristics and automatic analysis methods exhibited excellent recognizable and classifiable for micro tumor lesions.


Subject(s)
Liver Neoplasms/blood supply , Microvessels/diagnostic imaging , Neovascularization, Pathologic/diagnostic imaging , Neural Networks, Computer , Synchrotrons , X-Ray Microtomography/methods , Area Under Curve , Humans , Intestinal Neoplasms/blood supply , Intestinal Neoplasms/diagnostic imaging , Intestinal Neoplasms/pathology , Liver/blood supply , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/pathology , Machine Learning , Principal Component Analysis , Specimen Handling/methods , Stomach Neoplasms/blood supply , Stomach Neoplasms/diagnostic imaging , Stomach Neoplasms/pathology , Tomography, X-Ray Computed , Tumor Microenvironment
2.
J Gastrointest Surg ; 19(8): 1457-65, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25967139

ABSTRACT

BACKGROUND: The purpose of this study was to determine the clinical value of three-dimensional (3D) computer reconstruction technology in pre-operative assessment and surgical planning for liver autotransplantation in patients with end-stage hepatic alveolar echinococcosis (HAE). STUDY DESIGN: Fifteen end-stage HAE patients received surgical treatment in our hospital between May 2011 and July 2014. 3D reconstruction and virtual surgeries were performed on diseased livers using a 3D reconstruction system for liver (IQQA-Liver). The feasibility and safety of liver autotransplantation were assessed for successful implementation of surgery. The results were compared with intraoperative conditions and computed tomography (CT) to verify the accuracy of pre-operative evaluation. RESULTS: Fifteen patients underwent liver resections and liver autotransplantation using surgical strategies consistent with pre-operative surgical planning in 3D reconstruction. Furthermore, there was no significant difference between whole-liver volume (2848.26 ± 798.41 vs. 2598.70 ± 822.45 cm(3), t = -4.635, P > 0.05) and lesion volume (1159.09 ± 789.47 vs. 1213.14 ± 813.76 cm(3), t = -1.959, P > 0.05) measured by 3D and traditional two-dimensional (2D) manual tracing from CT. The remaining liver volumes calculated by 3D and 2D CT were 810.47 ± 214.05 and 892.00 ± 262.36 cm(3) (t = -3.275, P > 0.05), with an average error rate of 6.2 and 16.5%, respectively. The pre-operative remaining liver volumes estimated by the two methods were positively correlated with the actual weight (783.67 ± 217.74 g) after the surgery (r three-dimensional = 0.976, r multislice CT = 0.883, P < 0.01). CONCLUSIONS: An individualized liver reconstruction technique can provide comprehensive anatomic information on livers of patients with end-stage HAE. Pre-operative virtual surgery can effectively improve the success rate of liver autotransplantation and reduce the risks of surgery.


Subject(s)
Echinococcosis, Hepatic/surgery , End Stage Liver Disease/surgery , Imaging, Three-Dimensional , Liver Transplantation/methods , Liver/pathology , Tomography, X-Ray Computed/methods , User-Computer Interface , Adult , Echinococcosis, Hepatic/complications , Echinococcosis, Hepatic/diagnostic imaging , End Stage Liver Disease/parasitology , Female , Hepatectomy , Humans , Liver/diagnostic imaging , Liver Transplantation/adverse effects , Male , Organ Size , Patient Care Planning , Preoperative Period , Transplantation, Autologous/adverse effects
3.
Surg Laparosc Endosc Percutan Tech ; 23(2): 171-5, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23579513

ABSTRACT

Surgery is still the main modality in the treatment of hepatic hydatid disease. Laparoscopic methods, with their low morbidity, have gained prominence in many fields and, in some cases, have nearly replaced open surgery. In this report, a laparoscopic method for the treatment of hepatic hydatid disease is described, and the results in the 46 cases are presented and the published articles were reviewed. The method involves laparoscopic cystectomy, pericystectomy, and liver resection for hydatid disease. The postoperative courses of the patients were very comfortable and no complication related to the laparoscopic technique occurred. The postoperative parameters and the early follow-up results (average, 18 mo) are very encouraging. Laparoscopic treatment of liver hydatid disease is safe and effective in selected patients and offers all the advantages of a laparoscopic surgery. In experienced hands, laparoscopic pericystectomy have lower morbidity and recurrence rate compared with cystectomy.


Subject(s)
Echinococcosis, Hepatic/surgery , Hepatectomy/methods , Laparoscopy/methods , Adult , Aged , Cohort Studies , Echinococcosis, Hepatic/diagnostic imaging , Female , Follow-Up Studies , Humans , Laparoscopy/adverse effects , Laparotomy/adverse effects , Laparotomy/methods , Length of Stay , Male , Middle Aged , Pain, Postoperative/physiopathology , Postoperative Complications/physiopathology , Recurrence , Retrospective Studies , Risk Assessment , Role , Severity of Illness Index , Time Factors , Tomography, X-Ray Computed/methods , Treatment Outcome
4.
Chin Med J (Engl) ; 124(18): 2813-7, 2011 Sep.
Article in English | MEDLINE | ID: mdl-22040485

ABSTRACT

BACKGROUND: For patients with end-stage hepatic alveolar echinococcosis (AE), in vivo resection of the involved parts of the liver is usually very difficult, therefore, allogenic liver transplantation is indicated. However, we hypothesize that for selected patents, ex vivo liver resection for thorough elimination of the involved tissues and liver autotransplantation may offer a chance for clinical cure. METHODS: We presented a 24-year-old women with a giant hepatic AE lesion who was treated with hepatectomy, ex vivo resection of the involved tissue and hepatic autotransplantation. The patient had moderate jaundice and advanced hepatic AE lesion which involved segments I, IV, V, VI, VII, VIII and retrohepatic inferior vena cava. The lateral segments (II and III) of the left liver remained normal with over 1000 ml in its volume. No extrahepatic metastases (such as to the lung or brain) could be found. As the first step of treatment, X-ray guided percutaneous transhepatic cholangiodrainage (PTCD) was performed twice for bile drainage in segment III and II separately until her serum total bilirubin decreased gradually from 236 to 88 µmol/L. Total liver resection was then performed, followed by extended right hepatic trisegmentectomy and the entire retrohepatic vena cava was surgically removed en bloc while her hemodynamics parameters were stable. Neither veino-veinous bypass nor temporary intracorporeal cavo-caval or porto-caval shunt was used during the 5.7-hour anhepatic phase. The remained AE-free lateral segments of the left liver were re-implanted in situ. The left hepatic vein was directly anastomosed end-to-end to the suprahepatic inferior vena cava due to the lack of the retrohepatic inferior vena cava with AE total infiltration. Because compensatory retroperitoneal porto-caval collateral circulation developed, we enclosed remained infrahepatic inferior vena cava at renal vein level without any haemodynamics problems. RESULTS: During a 60-day following-up after operation, the patient had a good recovery except for a mildly elevated serum total bilirubin. CONCLUSIONS: As a radical approach, ex vivo liver resection and liver autotransplantation in a case has shown a optimal potential for treatment of the end-stage hepatic AE. Strict compliance with its indications, evaluation of vessels of patients pre-operatively, and precise surgical techniques are the keys to improve the prognosis of patients.


Subject(s)
Echinococcosis, Hepatic/surgery , Liver Transplantation , Adult , Albendazole/therapeutic use , Bilirubin/blood , Echinococcosis, Hepatic/blood , Echinococcosis, Hepatic/diagnostic imaging , Female , Hepatectomy , Humans , Radiography , Young Adult
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