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Auto-Segmentation on Liver with U-Net and Pixel De-Convolutional Network
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作者 Huan Yao Jenghwa Chang 《International Journal of Medical Physics, Clinical Engineering and Radiation Oncology》 2021年第2期81-93,共13页
<strong>Purpose</strong><span style="font-family:;" "=""><span style="font-family:Verdana;"><strong>: </strong></span><span style=&q... <strong>Purpose</strong><span style="font-family:;" "=""><span style="font-family:Verdana;"><strong>: </strong></span><span style="font-family:Verdana;">To improve the liver auto-segmentation performance of three-</span><span style="font-family:Verdana;">dimensional (3D) U-net by replacing the conventional up-sampling convolution layers with the Pixel De-convolutional Network (PDN) that considers spatial features. </span><b><span style="font-family:Verdana;">Methods</span></b><span style="font-family:Verdana;">: The U-net was originally developed to segment neuronal structure with outstanding performance but suffered serious artifacts from indirectly unrelated adjacent pixels in its up-sampling layers. The hypothesis of this study was that the segmentation quality of </span></span><span style="font-family:Verdana;">the </span><span style="font-family:Verdana;">liver could be improved with PDN in which the up-sampling layer was replaced by a pixel de-convolution layer (PDL). Seventy</span><span style="font-family:Verdana;">-</span><span style="font-family:;" "=""><span style="font-family:Verdana;">eight plans of abdominal cancer patients were anonymized and exported. Sixty-two were chosen for training two networks: 1) 3D U-Net, and 2) 3D PDN, by minimizing the Dice loss function. The other sixteen plans were used to test the performance. The similarity Dice and Average Hausdorff Distance (AHD) were calculated and compared between these two networks. </span><b><span style="font-family:Verdana;">Results</span></b><span style="font-family:Verdana;">: The computation time for 62 training cases and 200 training epochs was about 30 minutes for both networks. The segmentation performance was evaluated using the remaining 16 cases. For the Dice score, the mean ± standard deviation were 0.857 ± 0.011 and 0.858 ± 0.015 for the PDN and U-Net, respectively. For the AHD, the mean ± standard deviation were 1.575 ± 0.373 and 1.675 ± 0.769, respectively, corresponding to an improvement of 6.0% and 51.5% of mean and standard deviation for the PDN. </span><b><span style="font-family:Verdana;">Conclusion</span></b><span style="font-family:Verdana;">: The PDN has outperformed the U-Net on liver auto-segmentation. The predicted contours of PDN are more conformal and smoother when compared with</span></span><span style="font-family:Verdana;"> the</span><span style="font-family:Verdana;"> U-Net.</span> 展开更多
关键词 liver auto-segmentation Deep-Learning U-Net Pixel-Deconvolutional Network
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Predicting colorectal adenomatous polyps in patients with chronic liver disease: A novel nomogram 被引量:1
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作者 Yu-Qin Li Wen-Tao Kuai +10 位作者 Lin Chen Ming-Hui Zeng Xue-Mei Tao Jia-Xin Han Yue-Kui Wang Lian-Xin Xu Li-Ying Ge Yong-Gang Liu Shuang Li Liang Xu Yu-Qiang Mi 《World Journal of Gastroenterology》 SCIE CAS 2025年第2期71-84,共14页
BACKGROUND Colorectal polyps are commonly observed in patients with chronic liver disease(CLD)and pose a significant clinical concern because of their potential for malignancy.AIM To explore the clinical characteristi... BACKGROUND Colorectal polyps are commonly observed in patients with chronic liver disease(CLD)and pose a significant clinical concern because of their potential for malignancy.AIM To explore the clinical characteristics of colorectal polyps in patients with CLD,a nomogram was established to predict the presence of adenomatous polyps(AP).METHODS Patients with CLD who underwent colonoscopy at Tianjin Second People’s Hospital from January 2020 to May 2023 were evaluated.Clinical data including laboratory results,colonoscopy findings,and pathology reports were collected.Key variables for the nomogram were identified through least absolute shrinkage and selection operator regression,followed by multivariate logistic regression.The performance of the model was evaluated using the area under the receiver area under curve,as well as calibration curves and decision curve analysis.RESULTS The study enrolled 870 participants who underwent colonoscopy,and the detection rate of AP in patients with CLD was 28.6%.Compared to individuals without polyps,six risk factors were identified as predictors for AP occurrence:Age,male sex,body mass index,alcohol consumption,overlapping metabolic dysfunction-associated steatotic liver disease,and serum ferritin levels.The novel nomogram(AP model)demonstrated an area under curve of 0.801(95%confidence interval:0.756-0.845)and 0.785(95%confidence interval:0.712-0.858)in the training and validation groups.Calibration curves indicated good agreement among predicted and actual probabilities(training:χ^(2)=11.860,P=0.157;validation:χ^(2)=7.055,P=0.530).The decision curve analysis underscored the clinical utility of the nomogram for predicting the risk of AP.CONCLUSION The AP model showed reasonable accuracy and provided a clinical foundation for predicting the occurrence of AP in patients with CLD,which has a certain predictive value. 展开更多
关键词 Metabolic dysfunction associated steatotic liver disease Fatty liver Chronic liver disease Colorectal adenomas HEPATITIS Risk factors
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Laparoscopic liver resection utilizing the ventral avascular area of the inferior vena cava:A retrospective cohort study 被引量:1
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作者 Kun Huang Zhu Chen +4 位作者 Heng Xiao Hai-Yang Hu Xing-Yu Chen Cheng-You Du Xiang Lan 《World Journal of Gastroenterology》 SCIE CAS 2025年第1期42-57,共16页
BACKGROUND Laparoscopic liver resection(LLR)can be challenging due to the difficulty of establishing a retrohepatic tunnel under laparoscopy.Dissecting the third hepatic hilum before parenchymal transection often lead... BACKGROUND Laparoscopic liver resection(LLR)can be challenging due to the difficulty of establishing a retrohepatic tunnel under laparoscopy.Dissecting the third hepatic hilum before parenchymal transection often leads to significant liver mobilization,tumor compression,and bleeding from the short hepatic veins(SHVs).This study introduces a novel technique utilizing the ventral avascular area of the inferior vena cava(IVC),allowing SHVs to be addressed after parenchymal transection,thereby reducing surgical complexity and improving outcomes in in situ LLR.AIM To introduce and evaluate a novel LLR technique using the ventral avascular area of the IVC and compare its short-term outcomes with conventional methods.METHODS The clinical cohort data of patients with pathologically confirmed hepatocellular carcinoma or intrahepatic cholangiocarcinoma who underwent conventional LLR and novel LLR between July 2021 and July 2023 at the First Affiliated Hospital of Chongqing Medical University were retrospectively analyzed.In novel LLR,we initially separated the caudate lobe from the IVC using dissecting forceps along the ventral avascular area of the IVC.Then,we transected the parenchyma of the left and right caudate lobes from the caudal side to the cephalic side using the avascular area as a marker.Subsequently,we addressed the SHVs and finally dissected the root of the right hepatic vein or left hepatic vein.The short-term postoperative outcomes and oncological results of the two approaches were evaluated and compared.RESULTS A total of 256 patients were included,with 150(58.59%)undergoing conventional LLR and 106(41.41%)undergoing novel LLR.The novel technique resulted in significantly larger tumor resections(6.47±2.96 cm vs 4.01±2.33 cm,P<0.001),shorter operative times(199.57±60.37 minutes vs 262.33±83.90 minutes,P<0.001),less intraoperative blood loss(206.92±37.09 mL vs 363.34±131.27 mL,P<0.001),and greater resection volume(345.11±31.40 mL vs 264.38±31.98 mL,P<0.001)compared to conventional LLR.CONCLUSION This novel technique enhances liver resection outcomes by reducing intraoperative complications such as bleeding and tumor compression.It facilitates a safer,in situ removal of complex liver tumors,even in challenging anatomical locations.Compared to conventional methods,this technique offers significant advantages,including reduced operative time,blood loss,and improved overall surgical efficiency. 展开更多
关键词 Laparoscopic liver resection Inferior vena cava Retrohepatic tunnel Short hepatic veins Complex liver tumors Intraoperative bleeding control
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Prognostic model for esophagogastric variceal rebleeding after endoscopic treatment in liver cirrhosis: A Chinese multicenter study 被引量:2
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作者 Jun-Yi Zhan Jie Chen +7 位作者 Jin-Zhong Yu Fei-Peng Xu Fei-Fei Xing De-Xin Wang Ming-Yan Yang Feng Xing Jian Wang Yong-Ping Mu 《World Journal of Gastroenterology》 SCIE CAS 2025年第2期85-101,共17页
BACKGROUND Rebleeding after recovery from esophagogastric variceal bleeding(EGVB)is a severe complication that is associated with high rates of both incidence and mortality.Despite its clinical importance,recognized p... BACKGROUND Rebleeding after recovery from esophagogastric variceal bleeding(EGVB)is a severe complication that is associated with high rates of both incidence and mortality.Despite its clinical importance,recognized prognostic models that can effectively predict esophagogastric variceal rebleeding in patients with liver cirrhosis are lacking.AIM To construct and externally validate a reliable prognostic model for predicting the occurrence of esophagogastric variceal rebleeding.METHODS This study included 477 EGVB patients across 2 cohorts:The derivation cohort(n=322)and the validation cohort(n=155).The primary outcome was rebleeding events within 1 year.The least absolute shrinkage and selection operator was applied for predictor selection,and multivariate Cox regression analysis was used to construct the prognostic model.Internal validation was performed with bootstrap resampling.We assessed the discrimination,calibration and accuracy of the model,and performed patient risk stratification.RESULTS Six predictors,including albumin and aspartate aminotransferase concentrations,white blood cell count,and the presence of ascites,portal vein thrombosis,and bleeding signs,were selected for the rebleeding event prediction following endoscopic treatment(REPET)model.In predicting rebleeding within 1 year,the REPET model ex-hibited a concordance index of 0.775 and a Brier score of 0.143 in the derivation cohort,alongside 0.862 and 0.127 in the validation cohort.Furthermore,the REPET model revealed a significant difference in rebleeding rates(P<0.01)between low-risk patients and intermediate-to high-risk patients in both cohorts.CONCLUSION We constructed and validated a new prognostic model for variceal rebleeding with excellent predictive per-formance,which will improve the clinical management of rebleeding in EGVB patients. 展开更多
关键词 Esophagogastric variceal bleeding Variceal rebleeding liver cirrhosis Prognostic model Risk stratification Secondary prophylaxis
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Lesson learnt from 60 years of liver transplantation:Advancements,challenges,and future directions 被引量:1
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作者 Eyad Gadour 《World Journal of Transplantation》 2025年第1期1-23,共23页
Over the past six decades,liver transplantation(LT)has evolved from an experimental procedure into a standardized and life-saving intervention,reshaping the landscape of organ transplantation.Driven by pioneering brea... Over the past six decades,liver transplantation(LT)has evolved from an experimental procedure into a standardized and life-saving intervention,reshaping the landscape of organ transplantation.Driven by pioneering breakthroughs,technological advancements,and a deepened understanding of immunology,LT has seen remarkable progress.Some of the most notable breakthroughs in the field include advances in immunosuppression,a revised model for end-stage liver disease,and artificial intelligence(AI)-integrated imaging modalities serving diagnostic and therapeutic roles in LT,paired with ever-evolving technological advances.Additionally,the refinement of transplantation procedures,resulting in the introduction of alternative transplantation methods,such as living donor LT,split LT,and the use of marginal grafts,has addressed the challenge of organ shortage.Moreover,precision medicine,guiding personalized immunosuppressive strategies,has significantly improved patient and graft survival rates while addressing emergent issues,such as short-term complications and early allograft dysfunction,leading to a more refined strategy and enhanced postoperative recovery.Looking ahead,ongoing research explores regenerative medicine,diagnostic tools,and AI to optimize organ allocation and posttransplantation car.In summary,the past six decades have marked a transformative journey in LT with a commitment to advancing science,medicine,and patient-centered care,offering hope and extending life to individuals worldwide. 展开更多
关键词 liver transplantation Model for end-stage liver disease liver grafts allocation Immunology and organ rejection Types of liver transplantation techniques
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Particular Chinese contributions to extracorporeal liver surgery 被引量:2
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作者 Abudusalamu Aini Qian Lu +11 位作者 Hao Wen Wen-Tao Wang Tuerganaili Aji Zhi-Yu Chen Lei-Da Zhang Zhan-Yu Yang Jia-Yin Yang Hai-Ning Fan Wei-Lin Wang Xiang-Cheng Li Yu Zhang Jia-Hong Dong 《Hepatobiliary & Pancreatic Diseases International》 2025年第1期57-66,共10页
Extracorporeal liver surgery(ELS), also known as liver autotransplantation, is a hybrid(cross-fertilized) surgery incorporating the technical knowledge from extreme liver and transplant liver surgeries, and recently b... Extracorporeal liver surgery(ELS), also known as liver autotransplantation, is a hybrid(cross-fertilized) surgery incorporating the technical knowledge from extreme liver and transplant liver surgeries, and recently became more embraced and popularized among leading centers. ELS could be summarized into three major categories, namely, ex-situ liver resection and autotransplantation(ELRA), ante-situm liver resection and autotransplantation(ALRA) and auxiliary partial liver autotransplantation(APLA). The successful development of ELS during the past 37 years is definitely inseparable from continuous effort s done by Chinese surgeons and researchers. Especially, the precision liver surgery paradigm has allowed to transform ELS into a modularized, more simplified, and standardized surgery, to upgrade surgical skills, to improve peri-operative outcome and long-term survival, to increase the capability of surgeons to select more complex diseases and to expand the level of medical service to the population. This review highlights the Chinese contributions to the field of ELS, focusing thereby on features of different surgical types, technical innovations, disease selection and surgical indication, patient prognosis and future perspectives. 展开更多
关键词 Ex-situ ex-vivo liver resection Ex-situ in-vivo liver resection Semi-ex-vivo liver resection Ex-situ liver resection after in-situ HEPATECTOMY liver autotransplantation Autologous liver transplantation Bench hepatectomy Back-table liver resection Precision liver surgery
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Hepatocellular carcinoma recurrence after liver transplant:An Australian single-centre study 被引量:1
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作者 Matthew G Garas Luis Calzadilla-Bertot +8 位作者 Briohny W Smith Luc Delriviere Byron Jaques Lingjun Mou Leon A Adams Gerry C MacQuillan George Garas Gary P Jeffrey Michael C Wallace 《World Journal of Transplantation》 2025年第1期105-114,共10页
BACKGROUND Hepatocellular carcinoma(HCC)is a leading cause of cancer-related deaths worldwide.Liver transplantation(LT)offers the most effective treatment.HCC recurrence is the strongest risk factor that decreases pos... BACKGROUND Hepatocellular carcinoma(HCC)is a leading cause of cancer-related deaths worldwide.Liver transplantation(LT)offers the most effective treatment.HCC recurrence is the strongest risk factor that decreases post-LT survival in patients transplanted for HCC.The rate of HCC recurrence is generally reported as 8%-20%in the literature.Many predictors of HCC have already been researched,however,to our knowledge there are no published studies on this topic using Australian data.AIM To determine the rate and identify predictors of HCC recurrence in a contemporary Western Australian LT cohort.METHODS We performed a retrospective cohort study of all liver transplants in patients with HCC at Sir Charles Gairdner Hospital between 2006 and 2021.Data was collected from various health record databases and included recipient demographics,serum biochemistry,radiology,operation notes,explant histopathology and details of recurrence.Overall survival of HCC patients post-LT,stratified for recurrence,was calculated by Kaplan Meier analysis.Univariate and multivariate Cox regression was used to determine predictors of HCC recurrence post-LT.RESULTS Between 1/1/2006 and 12/31/2021,119 patients were transplanted with HCC.8.4%of subjects developed recurrent HCC after LT with median follow-up time of 5.4 years.The median time to recurrence was 2.9 years±0.75 years.When comparing baseline characteristics,a greater proportion of subjects with recurrence had common characteristics on explant histopathology,including>3 viable nodules(P=0.001),vascular invasion(P=0.003)and poorly differentiated HCC(P=0.03).Unadjusted survival curves showed lower 1-year,3-year,5-year and 10-year survival rates in subjects with HCC recurrence compared to those without HCC recurrence(90%vs 92%,70%vs 88%,42%vs 80%,14%vs 76%,respectively;log rank P<0.001).CONCLUSION HCC recurrence was low at 8.4%in this contemporary Australian cohort,however it significantly impacted post-LT survival.Further studies are required to confirm predictors of recurrence and improve recipient outcomes. 展开更多
关键词 liver cancer RECURRENCE liver transplantation Hepatocellular carcinoma PREDICTORS Post-transplant survival Australian data
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Challenges for pediatric liver transplantation in the mainland of China:Where we are and where to go.Reflections from worldwide largest pediatric liver transplantation program 被引量:4
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作者 Qiang Xia Ming-Xuan Feng 《Hepatobiliary & Pancreatic Diseases International》 2025年第1期35-38,共4页
In China pediatric liver transplantation(PLT)has become a safe and standardized procedure.Innovations and measures to further improve long-term survival and quality of life for children should be the next focus.In par... In China pediatric liver transplantation(PLT)has become a safe and standardized procedure.Innovations and measures to further improve long-term survival and quality of life for children should be the next focus.In particular better strategies related to the surgical treatment of high-risk recipients as well as the long-term follow-up of pediatric liver recipients have to be addressed.A particular attention should be given to children presenting significant co-morbidities and those needing retransplantation.A tight mul-tidisciplinary follow-up system addressing both short-and long-term issues of pediatric liver recipients is still a challenge for the Chinese pediatric transplant community. 展开更多
关键词 Pediatric liver transplantation RETRANSPLANTATION COMORBIDITY
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China Liver Transplant Registry plays an important role in liver transplantation 被引量:2
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作者 Zhe Yang Jian-Peng Liu +1 位作者 Jun-Li Chen Shu-Sen Zheng 《Hepatobiliary & Pancreatic Diseases International》 2025年第1期14-17,共4页
In China, liver transplantation is an important discipline in the field of organ transplantation. China Liver Transplant Registry (CLTR) is a scientific project that has been set up to advance surgical techniques and ... In China, liver transplantation is an important discipline in the field of organ transplantation. China Liver Transplant Registry (CLTR) is a scientific project that has been set up to advance surgical techniques and procedures and to improve both short-and long-term post-transplant follow-up and outcome of the liver recipients. CLTR also serves as a robust data support platform for the National Liver Transplant Quality Control Center in the quest to upscale its quality control protocols. The mission of CLTR is to register all liver transplantation activities in the mainland of China and to conduct scientific analyses of the collected data. The huge number of compiled cases and the scientific research conducted over the past decade based on this database drastically revolutionized the clinical practice in the country. All CLTR activities and projects will be a guarantee to foster progresses of liver transplantation in China in a more scientific way, to standardize the systematic care in the field of liver transplantation. 展开更多
关键词 Transplant registry China liver Transplant Registry liver transplantation Hepatocellular cancer
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Burden,stress and depression in caregivers of cirrhosis patients before and after liver transplantation 被引量:2
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作者 Adriano Virches Mariana B Claudino +7 位作者 Maria C Miyazaki Eliane T Miyazaki Renato F Silva Rita C Silva Heitor B Farias Neide A Domingos Randolfo Santos Jr Patricia S Fucuta 《World Journal of Transplantation》 2025年第2期276-287,共12页
BACKGROUND Family caregivers of cirrhosis patients(CPs)often experience burden,stress,and depression.Investigating whether these conditions improve following the patient undergoing liver transplantation(LT)is crucial,... BACKGROUND Family caregivers of cirrhosis patients(CPs)often experience burden,stress,and depression.Investigating whether these conditions improve following the patient undergoing liver transplantation(LT)is crucial,as it would elucidate the compre-hensive benefits of the procedure and demonstrate the positive impacts not only on the patients but also on their caregivers and society.AIM To compare the levels of burden,stress and depression among family caregivers of cirrhotic and liver transplant patients.METHODS This cross-sectional observational study evaluated caregivers of CPs and LT recipients at a quaternary Brazilian hospital.Instruments included identification cards,interview scripts,the caregiver burden scale Inventory,Lipp’s Stress Symptom Inventory,and the Beck Depression Inventory-Second Edition.Psychometric analyses involved confirmatory factor analysis and calculation of McDonald’s omega and composite reliability.Factor scores were compared with the Mann-Whitney U test,with effect size as the rank-biserial correlation coefficient(r).Statistical analysis was performed with R software(P<0.05).RESULTS Seventy-seven CP caregivers and 65 LT recipient caregivers were included.Most were female(CP:85.7%vs LT:84.6%)and the patients’spouses(76.6%vs 63.1%).The median age and caregiving duration were 55.4(23.3-76.3)vs 54.6(25.7-82.1)and 3.9(1-20)vs 8(1.5-24)years,respectively(P=0.001).LT caregivers were less likely to be at risk of overload(21.5%vs 49.4%),to be under stress(33.8%vs 36.4%)and to show symptoms of depression(15.4%vs 35.1%).Compared with LT caregivers,CP caregivers had greater median factor scores for burden(general tension,P=0.012;isolation,P=0.014;disappointment,P=0.004),depression(P=0.008),and stress(P=0.047),with small to moderate effect sizes.The disappointment(r=0.240)and depression(r=0.225)dimensions had the largest effect sizes.CONCLUSION Family caregivers of LT recipients are less likely to exhibit symptoms of burden,stress,and depression,suggesting that the benefits of LT extend to the patients’family members. 展开更多
关键词 Mental disorders Caregiver burden Psychological stress Depressive disorder Chronic disease liver cirrhosis Transplant recipients liver transplantation
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Liver function improvement after human placental extract injections in patients with chronic liver disease: Thirty case reports 被引量:1
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作者 Seung-Won Lee 《World Journal of Clinical Cases》 2025年第23期66-71,共6页
BACKGROUND This case report describes a protocol developed by Danaun Medical Clinic for the introduction of a pioneering intervention comprising intravenous human placen-tal extract(HPE)therapy to improve the liver fu... BACKGROUND This case report describes a protocol developed by Danaun Medical Clinic for the introduction of a pioneering intervention comprising intravenous human placen-tal extract(HPE)therapy to improve the liver function of patients with chronic liver disease(CLD).CASE SUMMARY This study involved data from patients whose chief complaint was reduced quality of life attributable to CLD.The new treatment approach resulted in improvements in the liver function and fatty liver of 30 patients with CLD.Im-provements were observed using abdominal ultrasonography.Unlike traditional methods,this protocol provided more sustainable and meaningful results.Treat-ment with 10 mL of HPE administered intravenously once or twice per week significantly improved liver function.The observed improvements in fatty liver and liver function suggest the utility of this approach for the management of patients with CLD.CONCLUSION This case series highlights the potential of innovative treatments for patients with CLD that could improve the quality of life of the patients. 展开更多
关键词 Fatty liver Human placental extract liver disease liver function Alanine transaminase Aspartate aminotransferase Case report
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Application of extended criteria donor liver grafts in liver transplantation 被引量:1
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作者 Dan Shi 《Hepatobiliary & Pancreatic Diseases International》 2025年第3期331-333,共3页
Liver transplantation(LT)has made significant progress in the treatment of end stage liver disease(ESLD).However,many patients still die from disease progression while awaiting transplantation.As the number of patient... Liver transplantation(LT)has made significant progress in the treatment of end stage liver disease(ESLD).However,many patients still die from disease progression while awaiting transplantation.As the number of patients on LT waiting lists is increasing,and the organ shortage crisis is obvious,various efforts have been made to increase the pool of available liver grafts[1].In addition to living donor liver transplantation(LDLT),improving the utilization rate of extended criteria donor(ECD)livers is an important way.However,under traditional cold storage,ECD livers are usually associated with a higher risk of ischemic biliary disease,early allograft dysfunction(EAD)or even primary nonfunction(PNF).The frequently described definition in the literature for ECD grafts generally includes elderly,steatotic,long cold ischemia time(CIT),grafts obtained from donation after circulatory death(DCD),split liver grafts,donors with increased risk of infectious disease transmission and prolonged donor intensive care unit stay[2]. 展开更多
关键词 living donor liver transplantation ldlt improving extended criteria donor livers liver grafts cold storage primary nonfunction end stage liver disease esld howevermany ischemic biliary disease early allograft dysfunction
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Application progress of early nutrition intervention in patients with hepatocellular carcinoma after liver transplantation 被引量:1
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作者 Shan-Shan Deng Yu-Ping Zhu +1 位作者 Zhi-Tao Chen Wan Li 《World Journal of Gastrointestinal Surgery》 2025年第3期27-37,共11页
Liver transplantation,as an effective therapy for patients with liver cancer,plays an important role in improving the quality of life of patients.However,the com-plexity and trauma of liver transplantation can easily ... Liver transplantation,as an effective therapy for patients with liver cancer,plays an important role in improving the quality of life of patients.However,the com-plexity and trauma of liver transplantation can easily lead to the occurrence of malnutrition in patients,and then increase the risk of postoperative complica-tions,which has aroused widespread clinical attention.Reasonable nutritional support can not only maintain the stability of the body’s internal environment,reduce the occurrence of complications,but also promote the recovery of liver and other organ functions.In recent years,with the in-depth understanding of nut-ritional metabolism after liver transplantation,the application of enteral nutrition and parenteral nutrition in nutritional support after liver transplantation has been increasingly extensive and achieved remarkable results.This paper discusses the effect of early postoperative nutritional intervention on patients with liver cancer and liver transplantation,and combined with its mechanism of action,can better understand the effectiveness of intervention,and provide reference for the deve-lopment of scientific and reasonable nutritional support programs in clinical pra-ctice. 展开更多
关键词 liver cancer liver transplantation Postoperative intervention Early nutrition Research progress Summarize
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Global trends in artificial intelligence applications in liver disease over seventeen years 被引量:1
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作者 Xue-Qin Zhou Shu Huang +5 位作者 Xia-Min Shi Sha Liu Wei Zhang Lei Shi Mu-Han Lv Xiao-Wei Tang 《World Journal of Hepatology》 2025年第3期192-207,共16页
BACKGROUND In recent years,the utilization of artificial intelligence(AI)technology has gained prominence in the field of liver disease.AIM To analyzes AI research in the field of liver disease,summarizes the current ... BACKGROUND In recent years,the utilization of artificial intelligence(AI)technology has gained prominence in the field of liver disease.AIM To analyzes AI research in the field of liver disease,summarizes the current research status and identifies hot spots.METHODS We searched the Web of Science Core Collection database for all articles and reviews on hepatopathy and AI.The time spans from January 2007 to August 2023.We included 4051 studies for further collection of information,including authors,countries,institutions,publication years,keywords and references.VOS viewer,CiteSpace,R 4.3.1 and Scimago Graphica were used to visualize the results.RESULTS A total of 4051 articles were analyzed.China was the leading contributor,with 1568 publications,while the United States had the most international collaborations.The most productive institutions and journals were the Chinese Academy of Sciences and Frontiers in Oncology.Keywords co-occurrence analysis can be roughly summarized into four clusters:Risk prediction,diagnosis,treatment and prognosis of liver diseases."Machine learning","deep learning","convolutional neural network","CT",and"microvascular infiltration"have been popular research topics in recent years.CONCLUSION AI is widely applied in the risk assessment,diagnosis,treatment,and prognosis of liver diseases,with a shift from invasive to noninvasive treatment approaches. 展开更多
关键词 Artificial intelligence liver disease Hepatocellular carcinoma liver fibrosis Bibliometric analysis
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Assessment of skeletal muscle alterations and circulating myokines in metabolic dysfunction-associated steatotic liver disease:A crosssectional study 被引量:1
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作者 Yolanda Real Martinez Carlos Ernesto Fernandez-Garcia +11 位作者 Esther Fuertes-Yebra Mario Calvo Soto Angela Berlana Vicente Barrios Maria Caldas Leticia Gonzalez Moreno Luisa Garcia-Buey Begoña Molina Baena Miguel Sampedro-Nuñez Maria J Beceiro C García-Monzón Águeda González-Rodríguez 《World Journal of Gastroenterology》 2025年第7期63-73,共11页
BACKGROUND Skeletal muscle alterations(SMAs)are being increasingly recognized in patients with metabolic dysfunctionassociated steatotic liver disease(MASLD)and appear to be associated with deleterious outcomes in the... BACKGROUND Skeletal muscle alterations(SMAs)are being increasingly recognized in patients with metabolic dysfunctionassociated steatotic liver disease(MASLD)and appear to be associated with deleterious outcomes in these patients.However,their actual prevalence and pathophysiology remain to be elucidated.AIM To determine the prevalence of SMAs and to assess the significance of circulating myokines as biomarkers in patients with MASLD.METHODS Skeletal muscle strength and muscle mass were measured in a cross-sectional study in a cohort of 62 patients fulfilling MASLD criteria,recruited from the outpatient clinics of a tertiary level hospital.The degree of fibrosis and liver steatosis was studied using abdominal ultrasound and transitional elastography.Anthropometric and metabolic characteristics as well as serum levels of different myokines were also determined in the MASLD cohort.Statistical analysis was performed comparing results according to liver fibrosis and steatosis.RESULTS No significant differences were found in both skeletal muscle strength and skeletal muscle mass in patients with MASLD between different stages of liver fibrosis.Interestingly,serum levels of fibroblast growth factor-21(FGF21)were significantly higher in patients with MASLD with advanced hepatic fibrosis(F3-F4)than in those with lower fibrosis stages(F0-F2)(197.49±198.27 pg/mL vs 95.62±83.67 pg/mL;P=0.049).In addition,patients with MASLD with severe hepatosteatosis(S3)exhibited significantly higher serum levels of irisin(1116.87±1161.86 pg/mL)than those with lower grades(S1-S2)(385.21±375.98 pg/mL;P=0.001).CONCLUSION SMAs were uncommon in the patients with MASLD studied.Higher serum levels of irisin and FGF21 were detected in patients with advanced liver steatosis and fibrosis,respectively,with potential implications as biomarkers. 展开更多
关键词 Skeletal muscle alterations MYOKINES Metabolic dysfunction-associated steatotic liver disease liver fibrosis HEPATOSTEATOSIS
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Advancements in Liver Tumor Detection:A Comprehensive Review of Various Deep Learning Models
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作者 Shanmugasundaram Hariharan D.Anandan +3 位作者 Murugaperumal Krishnamoorthy Vinay Kukreja Nitin Goyal Shih-Yu Chen 《Computer Modeling in Engineering & Sciences》 SCIE EI 2025年第1期91-122,共32页
Liver cancer remains a leading cause of mortality worldwide,and precise diagnostic tools are essential for effective treatment planning.Liver Tumors(LTs)vary significantly in size,shape,and location,and can present wi... Liver cancer remains a leading cause of mortality worldwide,and precise diagnostic tools are essential for effective treatment planning.Liver Tumors(LTs)vary significantly in size,shape,and location,and can present with tissues of similar intensities,making automatically segmenting and classifying LTs from abdominal tomography images crucial and challenging.This review examines recent advancements in Liver Segmentation(LS)and Tumor Segmentation(TS)algorithms,highlighting their strengths and limitations regarding precision,automation,and resilience.Performance metrics are utilized to assess key detection algorithms and analytical methods,emphasizing their effectiveness and relevance in clinical contexts.The review also addresses ongoing challenges in liver tumor segmentation and identification,such as managing high variability in patient data and ensuring robustness across different imaging conditions.It suggests directions for future research,with insights into technological advancements that can enhance surgical planning and diagnostic accuracy by comparing popular methods.This paper contributes to a comprehensive understanding of current liver tumor detection techniques,provides a roadmap for future innovations,and improves diagnostic and therapeutic outcomes for liver cancer by integrating recent progress with remaining challenges. 展开更多
关键词 liver tumor detection liver tumor segmentation image processing liver tumor diagnosis feature extraction tumor classification deep learning machine learning
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“No-donor” liver transplantation 被引量:1
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作者 Yong-Fa Huang Zhi-Jun Zhu 《Hepatobiliary & Pancreatic Diseases International》 2025年第1期23-28,共6页
Liver transplantation is hindered by organ shortage. The potential way to relieve this issue is to expand the donor pool via extending the donor criteria and make full use of all available grafts. The concept of “no-... Liver transplantation is hindered by organ shortage. The potential way to relieve this issue is to expand the donor pool via extending the donor criteria and make full use of all available grafts. The concept of “no-donor” liver transplantation allows grafts to be recovered from other liver recipients. This review summarizes the current clinical practice of “no-donor” liver transplantation, focusing on the experiences of Chinese transplant teams. Domino liver transplantation was introduced by Furtado in 1995 and implemented later in 2013 in China, and novel donor indications including some essential-to-treat inherited metabolic liver-based diseases have emerged. The concept of cross-auxiliary domino liver transplantation brings a further expansion of the domino liver graft pool, and the first pair of liver transplantation performed “rigorously without donation” was accomplished in our center in 2018. Our experience with this original transplantation procedure is hereby reviewed. In order to further promote and make successful “no-donor” liver transplantation, close co-operation between researchers, surgeons, physicians, organ procurement organizations, as well as ethical committees is required. 展开更多
关键词 Domino liver transplantation Cross-auxiliary domino liver transplantation Inherited metabolic liver-based disease
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Duodenal mucosal ablation with irreversible electroporation reduces liver lipids in rats with non-alcoholic fatty liver disease 被引量:3
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作者 Jia-Wei Yu Qi Zhao +18 位作者 Pei-Xi Li Ya-Xuan Zhang Bi-Xuan Gao Lin-Biao Xiang Xiao-Yu Liu Lei Wang Yi-Jie Sun Ze-Zhou Yang Yu-Jia Shi Yun-Fei Chen Meng-Bo Yu Hong-Ke Zhang Lei Zhang Qin-Hong Xu Lu Ren Dan Li Yi Lyu Feng-Gang Ren Qiang Lu 《World Journal of Gastroenterology》 2025年第16期89-100,共12页
BACKGROUND Duodenal mucosal ablation(DMA)using irreversible electroporation(IRE)with a glucagon-like peptide-1 receptor agonist has been clinically shown to reduce liver lipid deposition in non-alcoholic fatty liver d... BACKGROUND Duodenal mucosal ablation(DMA)using irreversible electroporation(IRE)with a glucagon-like peptide-1 receptor agonist has been clinically shown to reduce liver lipid deposition in non-alcoholic fatty liver disease(NAFLD).However,the specific metabolic contributions of DMA using IRE in NAFLD remain unclear.AIM To assess the feasibility and effectiveness of DMA using IRE in NAFLD rat models.METHODS Seven-week-old male Sprague-Dawley rats underwent DMA using IRE after 8 weeks on a high-fat diet.Two weeks post-treatment,duodenal and liver tissues and blood samples were collected.We evaluated differences in the duodenal wall structure,liver lipid deposition,enteroendocrine,claudin,and zonula ocludens-1 in the duodenal mucosa.RESULTS DMA using IRE could be safely performed in rats with NAFLD without duodenal bleeding,perforation,or stenosis.The duodenum healed well 2 weeks after DMA and was characterized by slimmer villi,narrower and shallower crypts,and thicker myenterons compared with the sham-control setting.Liver lipid deposition was reduced and serum lipid index parameters were considerably improved in the DMA setting.However,these improvements were independent of food intake and weight loss.In addition,enteroendocrine parameters,such as claudin,and zonula ocludens-1 levels in the duodenal mucosa,differed between the different settings in the DMA group.CONCLUSION By altering enteroendocrine and duodenal permeability,simple DMA using IRE ameliorated liver lipid deposition and improved serum lipid parameters in NAFLD rats. 展开更多
关键词 Duodenal mucosal ablation Irreversible electroporation Non-alcoholic fatty liver disease ENTEROENDOCRINE Duodenal permeability
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Research progress of ischemia-free liver transplantation 被引量:2
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作者 Ming-Xi Zhang Qiang Zhao Xiao-Shun He 《Hepatobiliary & Pancreatic Diseases International》 2025年第1期18-22,共5页
Ischemia-reperfusion injury (IRI) is an inherent issue in organ transplantation. Because of the allograft shortage, more and more extended criteria donor (ECD) organs are used, unfortunately these grafts are more susc... Ischemia-reperfusion injury (IRI) is an inherent issue in organ transplantation. Because of the allograft shortage, more and more extended criteria donor (ECD) organs are used, unfortunately these grafts are more susceptible to IRI. Although machine perfusion technology has brought hope to alleviate IRI, this technology is still unable to eradicate IRI-related organ damage. Ischemia-free liver transplantation (IFLT)can completely avoid IRI, thereby improve graft function and recipient outcome, and allow to expand organ pool. This review summarized the latest progresses in IFLT, and speculated the future development of this concept. 展开更多
关键词 Ischemia-free liver transplantation Normothermic machine perfusion Ischemia-reperfusion injury
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Hypochloremia is an underutilised prognostic marker in patients with advanced liver cirrhosis and liver failure 被引量:1
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作者 Jinit R Soni Sudheer Marrapu Ramesh Kumar 《World Journal of Hepatology》 2025年第3期42-49,共8页
Patients with advanced liver cirrhosis and liver failure frequently experience abnormalities in their serum electrolyte levels.In such patients,hyponatremia has been identified as a predictor of poor outcomes.However,... Patients with advanced liver cirrhosis and liver failure frequently experience abnormalities in their serum electrolyte levels.In such patients,hyponatremia has been identified as a predictor of poor outcomes.However,emerging evidence suggests that serum chloride may provide even better prognostic information in similar situations.Hypochloremia,characterised by low serum chloride levels,has been linked to increased mortality,exacerbated organ dysfunction,and higher requirements for renal replacement therapy and vasopressors in various critical conditions,including advanced liver diseases.The pathophysiological mecha-nisms underlying the association between low serum chloride levels and poor outcomes in liver disease appear to involve complex interactions among electro-lyte imbalances,renal function,and systemic hemodynamics.Chloride dysregu-lation can influence renal salt-sensing mechanisms,disrupt acid-base homeostasis,and exacerbate complications such as hepatic encephalopathy and hepatorenal syndrome.This article aims to elucidate the prognostic significance of lower serum chloride levels in patients with advanced liver disease.By reviewing recent literature and analysing clinical data,we seek to establish serum chloride as an underutilised but valuable prognostic marker.Understanding the role of serum chloride in liver disease could enhance prognostic accuracy,refine treatment strategies,and ultimately improve patient outcomes. 展开更多
关键词 CHLORIDE Hypochloremia liver failure CIRRHOSIS HYPONATREMIA PROGNOSIS
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