Efficient Computer Aided Diagnosis System for Hepatic Tumors Using Computed Tomography Scans

One of the leading causes of mortality worldwide is liver cancer.The earlier the detection of hepatic tumors,the lower the mortality rate.This paper introduces a computer-aided diagnosis system to extract hepatic tumors from computed tomography scans and classify them into malignant or benign tumors.Segmenting hepatic tumors from computed tomography scans is considered a challenging task due to the fuzziness in the liver pixel range,intensity values overlap between the liver and neighboring organs,high noise from computed tomography scanner,and large variance in tumors shapes.The proposed method consists of three main stages;liver segmentation using Fast Generalized Fuzzy C-Means,tumor segmentation using dynamic thresholding,and the tumor’s classification into malignant/benign using support vector machines classifier.The performance of the proposed system was evaluated using three liver benchmark datasets,which are MICCAI-Sliver07,LiTS17,and 3Dircadb.The proposed computer adided diagnosis system achieved an average accuracy of 96.75%,sensetivity of 96.38%,specificity of 95.20%and Dice similarity coefficient of 95.13%.

Hepatic perivascular epithelioid cell tumors:The importance of preoperative diagnosis

Accurate preoperative diagnosis is highly important for the treatment of perivascular epithelioid cell tumors(PEComas)because PEComas are mainly benign tumors and may not require surgical intervention.By analyzing the causes,properties and clinical manifestations of PEComas,we summarize the challenges and solutions in the diagnosis of PEComas.

Clinical characteristics and outcome of primary hepatic neuroendocrine tumors after comprehensive therapy

BACKGROUND Primary hepatic neuroendocrine tumors(PHNETs),a group of neuroendocrine neoplasms,are extremely rare.There are only few case reports about PHNETs in the literature.The lack of large samples and multicenter research results in poor diagnostic and therapeutic approaches.AIM To discuss the clinical characteristics,diagnosis,and treatment of PHNETs and risk factors related to survival.METHODS We retrospectively analyzed the clinical data,imaging features,immunohistochemistry data,and treatment efficacy of 40 patients who were pathologically diagnosed with PHNETs and admitted to The First Affiliated Hospital of Zhengzhou University from January 1,2014 to November 15,2019.Finally,survival analysis was performed to identify the risk factors for survival.RESULTS The main symptoms and signs included intermittent abdominal pain(19 patients,47.5%)and bloating(8 patients,20.0%).The positive rates of tested tumor markers were recorded as follows:Carbohydrate antigen 19-9(CA19-9)(6 patients,15.0%),CA72-4(3 patients,7.5%),carcinoembryonic antigen(7 patients,17.5%),and alpha-fetoprotein(6 patients,15.0%).Immunohistochemical staining results showed positivity for Syn in 38(97.4%)of 39 patients,for chromogranin A in 17(65.4%)of 26 patients,for CD56 in 35(94.6%)of 37 patients,for AE1/AE3 in 28(87.5%)of 32 patients,and for Ki-67 in all 40(100.0%)patients.The overall survival rate was significantly related to the tumor grade,AE1/AE3,and Ki-67.tumor number,tumor size,metastasis,and treatment)and overall survival.CONCLUSION Higher grade,negative AE1/AE3,and higher Ki-67 are associated with a worse survival rate.Kinds of treatment and other parameters have no significant influence on overall survival.

Radiofrequency ablation in the management of primary hepatic and biliary tumors

In the United States,80%-90%of primary hepatic tumors are hepatocellular carcinomas and 10%-15%are cholangiocarcinomas(CCA),both with high mortality rate,particularly CCA,which portends a worse prognosis.Traditional management with surgery has good outcomes in appropriately selected patients;however,novel ablative treatment options have emerged,such as radiofrequency ablation(RFA),which can improve the prognosis of both hepatic and biliary tumors.RFA is aimed to generate an area of necrosis within the targeted tissue by applying thermal therapy via an electrode,with a goal to completely eradicate the tumor while preserving surrounding healthy tissue.Role of RFA in management of hepatic and biliary tumors forms the focus of our current mini-review article.

Malignant hepatic vascular tumors in adults: Characteristics,diagnostic difficulties and current management

Malignant vascular tumors of the liver include rare primary hepatic mesenchymal tumors developed in the background of a normal liver parenchyma. Most of them are detected incidentally by the increased use of performing imaging techniques. Their diagnosis is challenging, involving clinical and imaging criteria, with final confirmation by histology and immunohistochemistry. Surgery represents the mainstay of treatment. Liver transplantation(LT) has improved substantially the prognosis of hepatic epithelioid hemangioendothelioma(HEHE), with 5-year patient survival rates of up to 81%, based on the European Liver Intestine Transplantation AssociationEuropean Liver Transplant Registry study. Unfortunately, the results of surgery and LT are dismal in cases of hepatic angiosarcoma(HAS). Due to the disappointing results of very short survival periods of approximately 6-7 mo after LT, because of tumor recurrence and rapid progression of the disease, HAS is considered an absolute contraindication to LT. Recurrences after surgical resection are high in cases of HEHE and invariably present in cases of HAS. The discovery of reliable prognostic markers and the elaboration of prognostic scores following LT are needed to provide the best therapeutic choice for each patient.Studies on a few patients have demonstrated the stabilization of the disease in a proportion of patients with hepatic vascular tumors using novel targeted antiangiogenic agents, cytokines or immunotherapy. These new approaches,alone or in combination with other therapeutic modalities, such as surgery and classical chemotherapy, need further investigation to assess their role in prolonging patient survival. Personalized therapeutic algorithms according to the histopathological features, behavior, molecular biology and genetics of the tumors should be elaborated in the near future for the management of patients diagnosed with primary malignant vascular tumors of the liver.

THE TECHNIQUE OF THE NORMOTHERMIC AND HYPOTHERMIC TOTAL HEPATIC VASCULAR EXCLUSION FOR RESECTION OF THE LIVER TUMORS

The technique for bloodless hepatic resection using the total hepatic vascular isolation under the normothermic or hypothermic perfusion was reported to deal with the large liver tumor involving in the liver hilum,the main hepatic veins or the retrohepatic vena cava.The original Heaney's and Fortner's methods were modified so that the technique could be simpler and more practicable to perform otherwise hazardous liver resection.During the past 4 year,major hepatic resection with the normothermic or hypothermic total vascular exclusion technique was successfully performed on 19 patients with liver tumors in our department.Among the 19 cases,16 underwent hepatic resection with the normothermic selective total vascular exclusion(extended right lobectomy in 5 cases,extended left lobectomy in 3 cases;right lobectomy in 5 cases;central segmentectomy in 3 cases)and 3 with the total vascular isolation and in situ cold perfusion(extended left lobectomy in 2 case,extended right lobectong in 1case).We believe that the technique of normothermic vascular exclusion may be indicated to deal with the lesion close to the hepatic veins and the retrohepatic vena cava.However,for more complicated hepatic resection,the hypothermic perfusion technique should be considered to prolong the safety of ischemic tune of the liver.The preliminary experience in the clinical application using the above technique is reported.

Hepatic pseudotumor associated with Strongyloides infection:A case report

BACKGROUND Strongyloides sterocoralis is a parasitic infection caused by a roundworm that is transmitted through soil contaminated with larvae.It can infrequently cause hepatic abscesses in immunocompromised patients and is rarely reported to form hepatic lesions in immunocompetent hosts.CASE SUMMARY We present a case study of a 45-year-old female who presented with right upper quadrant abdominal pain and constitutional symptoms for several weeks.Crosssectional imaging identified several malignant-appearing liver masses.Further investigation,including serological testing and histopathologic examination,revealed the presence of serum Strongyloides antibodies and hepatic granulomas with extensive necrosis.Following treatment with ivermectin for 2 wk,there was complete resolution of the liver lesions and associated symptoms.CONCLUSION This case highlights the importance of considering parasitic infections,such as Strongyloides,in the differential diagnosis of hepatic masses.Early recognition and appropriate treatment can lead to a favorable outcome and prevent unnecessary invasive procedures.Increased awareness among clinicians is crucial to ensure the timely diagnosis and management of such cases.

Hepatic inflammatory myofibroblastic tumor: A case report

BACKGROUND Hepatic inflammatory myofibroblastic tumor(HIMT)is a rare type of hepatic tumor.It is always misdiagnosed and mistreated because it is primarily found with no obvious specific manifestation,and its imaging findings are diverse.CASE SUMMARY Here,we report a case of HIMT that was initially diagnosed as liver malignancy but was confirmed as HIMT by histopathology after hepatectomy.Mostly,HIMTs are infiltrated with plasma cells and stain positively for anaplastic lymphoma kinase on immunohistochemistry as well as for some other kinases.CONCLUSION HIMT can be treated with single nonsteroidal anti-inflammatory drugs and without surgery when it is diagnosed accurately.Because the etiology of HIMT is unknown and the diagnosis is difficult,the pathogenesis and clinical process need to be further studied.

Liver biopsy in the post-hepatitis C virus era in Japan

In Japan,liver biopsies were previously crucial in evaluating the severity of hepatitis caused by the hepatitis C virus(HCV)and diagnosing HCV-related hepatocellular carcinoma(HCC).However,due to the development of effective antiviral treatments and advanced imaging,the necessity for biopsies has significantly decreased.This change has resulted in fewer chances for diagnosing liver disease,causing many general pathologists to feel less confident in making liver biopsy diagnoses.This article provides a comprehensive overview of the challenges and potential solutions related to liver biopsies in Japan.First,it highlights the importance of considering steatotic liver diseases as independent conditions that can coexist with other liver diseases due to their increasing prevalence.Second,it emphasizes the need to avoid hasty assumptions of HCC in nodular lesions,because clinically diagnosable HCCs are not targets for biopsy.Third,the importance of diagnosing hepatic immune-related adverse events caused by immune checkpoint inhibitors is increasing due to the anticipated widespread use of these drugs.In conclusion,pathologists should be attuned to the changing landscape of liver diseases and approach liver biopsies with care and attention to detail.

Hepatic perivascular epithelioid cell tumor:Clinicopathological analysis of 26 cases with emphasis on disease management and prognosis

BACKGROUND Perivascular epithelioid cell tumor(PEComa)is an uncommon tumor of mesenchymal origin.Cases of PEComa in the liver are extremely rare.AIM To analyze the clinicopathological features and treatment of hepatic PEComa and to evaluate the prognosis after different treatments.METHODS Clinical and pathological data of 26 patients with hepatic PEComa were collected.All cases were analyzed by immunohistochemistry and clinical follow-up.RESULTS This study included 17 females and 9 males,with a median age of 50 years.Lesions were located in the left hepatic lobe in 13 cases,in the right lobe in 11,and in the caudate lobe in 2.The median tumor diameter was 6.5 cm.Light microscopy revealed that the tumor cells were mainly composed of epithelioid cells.The cytoplasm contained heterogeneous eosinophilic granules.There were thick-walled blood vessels,around which tumor cells were radially arranged.Immunohistochemical analysis of pigment-derived and myogenic markers in PEComas revealed that 25 cases were HMB45(+),23 were Melan-A(+),and 22 SMA(+).TFE3 and Desmin were negative in all cases.All the fluorescence in situ hybridization samples were negative for TFE3 gene break-apart probe.Tumor tissues were collected by extended hepatic lobe resection or simple hepatic tumor resection as the main treatments.Median follow-up was 62.5 mo.None of the patients had metastasis or recurrence,and there were no deaths due to the disease.CONCLUSION Hepatic PEComa highly expresses melanin and smooth muscle markers,and generally exhibits an inert biological behavior.The prognosis after extended hepatic lobe resection and simple hepatic tumor resection is semblable.

Hepatic perivascular epithelioid cell tumor in three patients

Perivascular epithelioid cell tumor （PEComa） is a rare, soft tissue tumor that can occur in various locations. The present report included three patients （one male and two females; age range, 25-51 years） with hepatic PEComas. The collected data included the clinical manifestations, diagnosis, management, treatment, and prognosis. Since it is difficult to diagnose hepatic PEComas by imaging, the patients were diagnosed by tumor tissue examination such as immunohistochemistry, which was positive for HMB-45, Melan-A, and SMA on all slides. The tumor was composed of diverse tissues including smooth muscle, adipose tissue, and thick-walled blood vessels. During the follow-up period, one of the tumors was malignant （double-positive for CD34 and Ki-67） and recurred 3 months after surgery. In addition, malignant hepatic PECo- mas were reviewed in the literature, indicating that the majority of hepatic PEComas are benign, but few hepatic PEComas exhibit malignant behaviors in older female patients （〉50 years of age） with abdominal discomfort and pain, larger tumor size （〉10 cm）, or positive staining for CD34 and Ki-67. In conclusion, there is no effective method to diagnose PEComas. Currently, the diagnosis of PEComas depends on immunohistochemical staining. Tumor resection and close follow-up are the principal methods for the management of PEComas.

Pediatric vascular tumors of the liver:Review from the pathologist’s point of view

Differential diagnosis of pediatric vascular liver tumors can be challenging due to inconsistent nomenclature,histologic overlap and the rarity of some entities.Here we give an up-to-date overview of the most important entities.We discuss the clinic,histology and pathophysiology of hepatic congenital and infantile heman-gioma,hepatic epithelioid hemangioendothelioma and hepatic angio-sarcoma.

Primary hepatic neuroendocrine tumor—_(18)F-fluorodeoxyglucose positron emission tomography/computed tomography findings:A case report

BACKGROUND Primary hepatic neuroendocrine tumors(PHNETs)are rare hepatic tumors.Their diagnosis,which is based on radiological findings,is difficult.CASE SUMMARY We present a case of PHNET in a 79-year-old man with no clinical symptoms.Computed tomography(CT)and 2-Deoxy-2-[fluorine-18]fluorodeoxyglucose positron emission tomography/CT(18F-FDG PET/CT)were performed for further evaluation.A hypoattenuating mass with rim-like enhancement in segment 6 of the liver was detected on contrast-enhanced CT imaging.Increased uptake was also observed on 18F-FDG PET/CT.Histopathological and immunohistochemical examinations,which revealed a grade 2 neuroendocrine tumor(NET),confirmed the diagnosis.CONCLUSION Diagnosing PHNET is challenging,and must be distinguished from other liver tumors.Metastatic NETs should be excluded.

Primary Hepatic Extra-gastrointestinal Stromal Tumors:Molecular Pathogenesis,Immunohistopathology,and Treatment

Gastrointestinal stromal tumors are the most common mesenchymal tumors of the gastrointestinal tract.They originate from the interstitial cells of Cajal and are usually found in extrahepatic gastrointestinal sites.However,a small subset are derived from the liver and are known as primary hepatic gastrointestinal stromal tumors(PHGIST).They have a poor prognosis and are historically difficult to diagnose.Our objective was to review and update the latest evidence-based knowledge concerning PHGIST,with a focus on epidemiology,etiology,pathophysiology,clinical presentation,histopathology,and treatment.These tumors are usually found incidentally,occur sporadically,and are associated with mutations of KIT and PDGFRA genes.PHGIST is a diagnosis of exclusion,as it has the same molecular,immunochemistry and histological appearance as gastrointestinal stromal tumors(GIST).Thus,imaging,such as positron emission tomography-computed tomography(PET-CT)must be used to rule out metastatic GIST before a diagnosis can be made.However,with mutation analysis and pharmacological advances,tyrosine kinase inhibitors are typically pursued with or without surgical intervention.Other potential treatments include transcatheter arterial chemoembolization and tumor ablation.However,these are typically considered palliative options.As there are only a limited number of publications regarding PHGIST,data concerning morbidity and mortality are not yet available.Immunohistopathology can help develop screening guidelines and evaluating resistance to treatment.

Implantation of a drug delivery system during surgery for patients with primary hepatocarcinoma

BACKGROUND: Postoperative regional chemotherapy is one of the most effective methods to decrease the recurrent rate and improve the prognosis of primary hepatocarcinoma (PHC). This study was undertaken to assess the optimal pathway to implant the drug delivery system (DDS) in the different ways of resecting PHC so as to offer a valuable reference to clinical implantation of the DDS. METHODS: One hundred and ninety cases were divided into two groups according to whether the tumors were resected completely (A) or not (B). Groups A and B were subdivided into three groups a, b and c according to the pathway selected for DDS implantation. The patients in subgroup a received DDS implantation through both the hepatic artery and portal vein (A+P-implanted group), the patients in subgroup b received DDS implantation through the portal vein (P-implanted group), and the patients in subgroup c received DDS implantation through the hepatic artery (A-implanted group). RESULTS: The 1- and 3-year recurrent rates of subgroup c in group A were higher than those of subgroup b, and there was no significant difference between subgroups a and b. Compared with subgroups a and c, the 1- and 3-year survival rates of subgroup b were similar to those of group a but higher than those of group c. The 1- and 3-year survival rates between subgroups a and b in group B were significantly different. The prognosis of subgroup c was lower than that of subgroup a and no significant difference was observed between subgroups b and c. CONCLUSIONS: The DDS should be implanted into the portal vein when PHC is resected completely. It may be better to implant it into both portal vein and hepatic artery if the tumor cannot be completely resected.

Primary malignant liver mesenchymal tumor: A case report

Primary malignant liver mesenchymal tumor is a rare condition defined as a tumor with vascular, fibrous, adi-pose, and other mesenchymal tissue differentiation. We report a case of primary malignant liver mesenchymal tumor in a 51-year-old male with anemia, weight loss and hepatomegaly. Finally unconventional liver biopsy and histological manifestation led to the definitive diag-nosis.

Hepatocellular carcinoma with inferior vena cava and right atrium thrombus: A case report

BACKGROUND Hepatocellular carcinoma(HCC)with inferior vena cava and right atrium thrombus is rare,accounting for approximately 1.4%-4.9%of cases.These patients are rarely reported,but the condition is being increasingly discovered with advances in imaging techniques,and their prognosis is extremely pessimistic with no current effective treatment.This condition is further associated with unexpected sudden death by cardiac arrest and acute large area pulmonary embolism.CASE SUMMARY A 34-year-old man with advanced HCC with a hepatic vein thrombus extending into the right atrium had a long-term,disease-free survival following 5-mo sequential treatment combined with transcatheter arterial chemoembolization and curative liver resection.No severe adverse effects were encountered,such as massive hemorrhage or pulmonary embolism.The proper selection of operative method is an important factor.CONCLUSION HCC with a tumor thrombus extending into the right atrium has a significant impact on the survival of patients.Thrombectomy combined with adjuvant therapy may be beneficial for these patients.

Symptomatic pulmonary lipiodol embolism after transarterial chemoembolization for hepatic malignant tumor： clinical presentation and chest imaging findings

Background Pulmonary lipiodol embolism after transarterial chemoembolization （TACE） was rare and life-threatening,occasionally reported in previous literatures.We aimed to review the records of 11 patients with pulmonary oily embolism and analyze their characteristics of radiographic findings and risk factors.Methods Records of 478 consecutive patients who underwent 1 026 percutaneous TACE procedures were retrospectively analyzed.Eleven cases with respiratory symptoms were identified as having symptomatic pulmonary lipiodol embolism after TACE.Data of these patients,including clinical presentation,techniques of TACE,imaging features of tumor and chest imaging findings,were assessed.Results Eleven （2.3%） of 478 consecutive patients who underwent percutaneous TACE procedures had a pulmonary oily embolism after procedures.The mean size of target tumors embolized was （13.6＆#177;2.0） cm.All were hyper-vascular.The mean volume of lipiodol was （21.8＆#177;8.2） ml.Pulmonary oily embolisms were revealed within 12-48 hours after TACE.The most severe respiratory symptoms and imaging abnormalities of the eight patients who survived presented between 2 and 5 days after TACE,becoming normal between 12 and 35 days after TACE.Three patients died.Chest CT revealed retention of radiopaque lipiodol in lungs.Conclusions Pulmonary lipiodol embolism occurs easily in patients who have large hyper-vascular hepatic malignant tumor.The high-density lipiodol deposition in the lung field can be used as diagnostic feature.

Retroperitoneal schwannoma mimicking hepatic tumor

Retroperitoneal tumors are difficult to distinguish, .especially because they share common radiological features with tumors of the liver. When we come across such tumors, the clinical diagnosis is often confusing. Here, we report a case of retroperitoneal schwannoma which mimicked a cystic right lobe hepatic tumor.

Differential response of multiple zebrafish hepatic F-box protein genes to 17α-ethinylestradiol treatment

Estrogens are accumulating in environment and their effects on a variety of reproductive processes and tumorigenesis were reported by previous study, but the mechanism of estrogen promoting neoplasia was still not clear. F-box protein （FBP） is the component of E3 ubiquitin ligase which takes part in a variety of key biological processes. In this study, using mature male zebrafish, which are more sensitive to estrogen treatment, we examined influence of 17α-ethinylestradiol （EE2） exposure on the expression of a series of hepatic FBP genes, which take part in a variety of biological processes, including tumorigenesis. The influence of EE2 on the expression of hepatic mRNA concentrations of FBP genes were quantified based on the expression of the optimal internal control gene in male zebrafish after 7-day exposure to EE2, from a low-dose concentration （1 ng/L） to environmentally relevant concentrations （10, 100 ng/L）. Our results showed that EE2 exposure reduced the expression of fbxl14a, fbxl14b, fbxo25 and β-TRCP2b, but enchanced the expression of skp2. While the alterations in fbxl2, fbxw7, fbxo9, β-TRCP2a, fbxl18 and fbxo45 mRNA levels were not observed after EE2 exposure. Thus, our results showed that the expression of hepatic FBP genes exhibited differentially in male zebrafish exposed EE2. The changes of the expression level of FBP genes induced by EE2 may be an important clue to elucidate the correlations of estrogen and hepatic tumors.