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PurposeTo develop convolutional neural network (CNN) models for differentiating intrahepatic cholangiocarcinoma (ICC) from hepatocellular carcinoma (HCC) and predicting histopathological grade of HCC.Materials and methodsPreoperative computed tomography and tumor marker information of 617 primary liver cancer patients were retrospectively collected to develop CNN models categorizing tumors into three categories: moderately differentiated HCC (mHCC), poorly differentiated HCC (pHCC), and ICC, where the histopathological diagnoses were considered as ground truths. The models processed manually cropped tumor with and without tumor marker information (two-input and one-input models, respectively). Overall accuracy was assessed using a held-out dataset (10%). Area under the curve, sensitivity, and specificity for differentiating ICC from HCCs (mHCC + pHCC), and pHCC from mHCC were also evaluated. We assessed two radiologists’ performance without tumor marker information as references (overall accuracy, sensitivity, and specificity). The two-input model was compared with the one-input model and radiologists using permutation tests.ResultsThe overall accuracy was 0.61, 0.60, 0.55, 0.53 for the two-input model, one-input model, radiologist 1, and radiologist 2, respectively. For differentiating pHCC from mHCC, the two-input model showed significantly higher specificity than radiologist 1 (0.68 [95% confidence interval: 0.50–0.83] vs 0.45 [95% confidence interval: 0.27–0.63]; p = 0.04).ConclusionOur CNN model with tumor marker information showed feasibility and potential for three-class classification within primary liver cancer.

Although modifications of gut microbiota with antibiotics (Abx) influence mouse skin and cardiac allografts, its role in orthotopic liver transplantation (OLT) remains unknown. We aimed to determine whether and how recipient Abx pretreatment may affect hepatic ischemia-reperfusion injury (IRI) and OLT outcomes. Mice (C57BL/6) with or without Abx treatment (10 days) were transplanted with allogeneic (BALB/c) cold-stored (18 hours) livers, followed by liver and blood sampling (6 hours). We divided 264 human OLT recipients on the basis of duration of pre-OLT Abx treatment into control (Abx-free/Abx <10 days; n = 108) and Abx treatment (Abx ≥10days; n = 156) groups; OLT biopsy (Bx) samples were collected 2 hours after OLT (n = 52). Abx in mice mitigated IRI-stressed OLT (IRI-OLT), decreased CCAAT/enhancer-binding protein homologous protein (CHOP) (endoplasmic reticulum [ER] stress), enhanced LC3B (autophagy), and inhibited inflammation, whereas it increased serum prostaglandin E2 (PGE2) and hepatic PGE2 receptor 4 (EP4) expression. PGE2 increased EP4, suppressed CHOP, and induced autophagosome formation in hepatocyte cultures in an EP4-dependent manner. An EP4 antagonist restored CHOP, suppressed LC3B, and recreated IRI-OLT. Remarkably, human recipients of Abx treatment plus OLT (Abx-OLT), despite severe pretransplantation clinical acuity, had higher EP4 and LC3B levels but lower CHOP levels, which coincided with improved hepatocellular function (serum aspartate aminotransferase/serum aspartate aminotransferase [sALT/sAST]) and a decreased incidence of early allograft dysfunction (EAD). Multivariate analysis identified \"Abx-free/Abx <10 days\" as a predictive factor of EAD. This study documents the benefits of Abx pretreatment in liver transplant recipients, identifies ER stress and autophagy regulation by the PGE2/EP4 axis as a homeostatic underpinning, and points to the microbiome as a therapeutic target in OLT.

BackgroundLimited studies have reported the actual learning process of laparoscopic liver resection (LLR). This study aimed to chronologically evaluate our 15 years’ experience of LLR.MethodsAll consecutive LLRs between 2006 to 2020 were retrospectively analyzed. The time period was divided into three groups; first (2006–2010), second (2011–2015), and third (2016–2020) period. The primary endpoint of this study was a composite of overall (Clavien–Dindo grade ≥ II) or major (grade ≥ IIIa) postoperative complications within 30 days. Using the IWATE criteria (four difficulty levels based on six indices), LLR was categorized as basic (< 7 points) and advanced (≥ 7 points) one. All analyses were performed based on the intention-to-treat principles.ResultsDuring the study period, a total of 382 LLRs were gradually performed (first period, n = 54; second period, n = 114, and third period, n = 214). Low incidences of overall and major complications were maintained (9.3, 10.5, and 7.0%, p = 0.514, and 1.9, 2.6, and 2.3%, p = 1.000). Meanwhile, pure LLRs (i.e., LLRs without hand-assisted or hybrid approach) and advanced LLRs were increasingly performed in 25 (46.3%), 71 (62.3%), and 205 (95.8%) patients (p < 0.001) and 3 (5.6%), 18 (15.8%), and 58 (27.1%) patients (p < 0.001), respectively.ConclusionsThis study suggests that stepwise approach from basic to advanced procedures and use of hand-assisted or hybrid approach during the early phases for starting LLR practice may allow for maintaining low morbidity in specialized center.

BackgroundHepatopancreatoduodenectomy (HPD) is often indicated in the resection of cholangiocarcinoma but is associated with high mortality.1–3 From a risk–benefit perspective, HPD can be justified only when curative resection is achievable.4–6MethodsA liver transection-first approach is a surgical technique in which liver transection precedes pancreatoduodenectomy (PD) and skeletonization of the hepatoduodenal ligament in HPD. This approach enables an early assessment of resectability and curability.ResultsA 64-year-old with jaundice had a tumor located mainly in the proximal bile duct, spreading from the confluence of hepatic ducts (dominant in the left hepatic duct) to the intrapancreatic bile duct. The right hepatic artery and portal vein existed in close proximity to the tumor. HPD (left hemi-hepatectomy and subtotal stomach-preserving PD) with vascular resection was performed. After liver transection along the Cantlie line, the right Glissonean pedicle was collectively secured inside the liver. The right hepatic artery, right portal vein, and right hepatic duct (RHD) were isolated, and the feasibility of vascular reconstruction was confirmed. After the RHD was divided and the negative margin was confirmed, we proceeded to perform PD. The portal vein was reconstructed between the right portal vein and the portal vein trunk. The right hepatic artery was anastomosed to the second jejunal artery of the jejunal loop with the right gastroepiploic artery as an interposition graft.ConclusionThe liver transection-first technique in HPD facilitates early assessment of curability and resectability as well as a safe and secure manipulation and reconstruction of the hepatic artery and portal vein.

BackgroundPortal vein embolization (PVE) is a common procedure for preventing hepatic insufficiency after major hepatectomy. While evaluating the body composition of surgical patients is common, the impact of muscularity defined by both muscle quantity and quality on liver hypertrophy after PVE and associated outcomes after major hepatectomy in patients with hepatobiliary cancer remain unclear.MethodsThis retrospective review included 126 patients who had undergone hepatobiliary cancer resection after PVE. Muscularity was measured on preoperative computed tomography images by combining the skeletal mass index and intramuscular adipose content. Various factors including the degree of hypertrophy (DH) of the future liver remnant and post-hepatectomy outcomes were compared according to muscularity.ResultsDH did not differ by malignancy type. Patients with high muscularity had better DH after PVE (P = 0.028), and low muscularity was an independent predictor for poor liver hypertrophy after PVE [odds ratio (OR), 3.418; 95% confidence interval (CI), 1.129–10.352; P = 0.030]. In subgroup analyses in which patients were stratified into groups based on primary hepatobiliary tumors and metastases, low muscularity was associated with higher incidence of post-hepatectomy liver failure (PHLF) ≥ grade B (P = 0.018) and was identified as an independent predictor for high-grade PHLF (OR 3.931; 95% CI 1.113–13.885; P = 0.034) among the primary tumor group. In contrast, muscularity did not affect surgical outcomes in patients with metastases.ConclusionsLow muscularity leads to poor liver hypertrophy after PVE and is also a predictor of PHLF, particularly in primary hepatobiliary cancer.

Background Nonalcoholic fatty liver disease ranges from simple steatosis to nonalcoholic steatohepatitis (NASH). Kupffer cells play a central role in promoting hepatic inflammation, which leads to the development of NASH. We investigated the anti-inflammatory effect of hepatic vagus-mediated stimulation of the α7 nicotinic acetylcholine receptor (α7nAChR) on Kupffer cells in NASH pathogenesis. Methods Wild-type (WT) mice undergoing hepatic vagotomy (HV) were fed a methionine- and choline-deficient (MCD) diet for 1 week. α7nAChR knockout (α7KO) chimeric mice were generated by transplanting α7KO bone marrow cells into irradiated and Kupffer cell-deleted WT recipients. Kupffer cells were isolated from WT mice and treated with α7nAChR agonist under stimulation by lipopolysaccharide and/or palmitic acid. Results HV aggravated MCD diet-induced NASH in both steatosis and inflammation. The hepatic inflammatory response, including the upregulation of tumor necrosis factor alpha (TNFα), interleukin (IL)-12, and monocyte chemoattractant protein 1 (MCP-1), was accelerated in HV mice, accompanied by the downregulation of PPARα pathway genes. Kupffer cells were highly activated via the phosphorylation and nuclear translocation of nuclear factor-kappa B (NF-κB) in MCD diet-fed HV mice. The α7nAchR agonist suppressed the inflammatory response of primary Kupffer cells induced by lipopolysaccharide and palmitic acid by attenuating the NF-κB cascade. α7KO chimeric mice fed an MCD diet for 1 week developed advanced NASH with highly activated Kupffer cells. The hepatic expression of TNFα, IL-12, and MCP-1 was upregulated in α7KO chimeric mice, accompanied by abnormal lipid metabolism. Conclusions Hepatic vagus activity regulates the inflammatory response of Kupffer cells via α7nAChR in NASH development.

Background Decrease in skeletal muscle mass and function, known as sarcopenia, is associated with poor prognosis. Visceral fat accumulation also is related to mortality. This study investigated the impact of preoperative skeletal muscle mass, muscle quality, and visceral adiposity on outcomes in patients undergoing resection of intrahepatic cholangiocarcinoma (ICC). Methods A retrospective analysis was performed of 109 patients undergoing resections of ICC between January 2004 and April 2015. Skeletal muscle mass [skeletal muscle index (SMI)], skeletal muscle quality [muscle attenuation (MA)], and visceral adiposity [visceral to subcutaneous adipose tissue area ratio (VSR)] were measured on preoperative computed tomography images. The impacts of these parameters on outcomes after ICC resections were analyzed. Results The overall survival rates were significantly lower in patients with low SMI ( P  = 0.002), low MA ( P  = 0.032), and high VSR ( P  = 0.026) compared with patients with high SMI, high MA, and low VSR, respectively. With multivariate analyses, in patients with stage I–III, low SMI (hazard ratio (HR) 3.29, P  = 0.003) and low MA (HR 2.86, P  = 0.010) were revealed as independent significant risk factors for mortality. In patients with stage IV, none of these parameters was identified as risk factors, with only the absence of adjuvant chemotherapy identified as an independent risk factor for mortality (HR 5.92, P  = 0.001). Conclusions Although stage was the most important factor, low skeletal muscle mass and quality were closely related to mortality after resection of ICC in patients with stage I–III.

BackgroundOligometastatic recurrence involves relapsed tumors for which locoregional treatment (LT) may yield a survival benefit. However, there are no clear criteria for selecting patients for LT or determining the effects of LT in recurrent biliary tract cancer (BTC). The aim of this retrospective study is to assess the effects of LT on survival outcomes and to identify potential criteria for selecting LT in recurrent BTC.Patients and MethodsIn the present work, 232 consecutive patients with recurrent BTC who initially underwent curative surgery between 1996 and 2015 were evaluated. The primary outcome was length of survival after recurrence (SAR). Propensity score stratification with various tumor-related factors was used to identify patients who would likely benefit from LT.ResultsAmong the cohort, 60 (25.9%) patients underwent LT, whereas 172 (74.1%) patients did not. The multivariate Cox model identified carbohydrate antigen 19-9 levels of > 50 U/mL, multiorgan recurrence, tumor number > 3, tumor size > 30 mm, and early recurrence (≤ 1 year) as independent predictors of poor SAR (P < 0.001 for each factor). In the propensity-score-stratified analysis, LT was associated with survival benefits for patients representing single-organ recurrence with at most three tumors and late-onset recurrence (> 1 year) (median SAR: 48.6 vs. 14.2 months, n = 33 vs. n = 34, hazard ratio: 0.10, 95% confidence interval: 0.04–0.20, P < 0.001).ConclusionsPatients with recurrent BTC may benefit from LT if they have single-organ recurrence with at most three tumors and late-onset recurrence. We propose that these patients may have clinically relevant “oligometastatic recurrence” of BTC.

Foxp3+ regulatory T (Treg) cells are pivotal in maintaining immunological self-tolerance and tissue homeostasis; however, it remains unclear how tissue Treg cells respond to liver injury and regulate chronic inflammation, which can cause liver fibrosis. We report here that hepatic Treg cells play a critical role in preventing liver pathology by suppressing inflammatory cellular immunity that can promote liver damage and fibrosis. Chronic liver inflammation induced by injections of carbon tetrachloride (CCl4) led to preferential expansion of hepatic Treg cells that prevented liver fibrosis. In contrast, depletion of Treg cells in the CCl4-induced liver fibrosis model exacerbated the severity of liver pathology. Treg depletion unleashed tissue cellular immunity and drove the activation and expansion of the pro-fibrotic IL-4-producing T helper 2 cells, as well as CCR2high Ly-6Chigh inflammatory monocytes/macrophages in the inflamed liver. Although Treg expression of amphiregulin plays a key role in tissue remodeling and repair in various inflammation models, amphiregulin from hepatic Treg cells, the largest producer among liver immune cells, was dispensable for maintaining liver homeostasis and preventing liver fibrosis during CCl4-induced chronic inflammation. Our results indicate that Treg cells control chronic liver inflammation and fibrosis by regulating the aberrant activation and functions of immune effector cells. Harnessing Treg functions, which effectively regulate tissue cellular immunity, may be a therapeutic strategy for preventing and treating liver fibrosis.