Deep Learning-Based Image Analysis of Liver Steatosis in Mouse Models.

The incidence of nonalcoholic fatty liver disease is a continuously growing health problem worldwide, along with obesity. Therefore, novel methods to both efficiently study the manifestation of nonalcoholic fatty liver disease and to analyze drug efficacy in preclinical models are needed. The present study developed a deep neural network-based model to quantify microvesicular and macrovesicular steatosis in the liver on hematoxylin-eosin-stained whole slide images, using the cloud-based platform, Aiforia Create. The training data included a total of 101 whole slide images from dietary interventions of wild-type mice and from two genetically modified mouse models with steatosis. The algorithm was trained for the following: to detect liver parenchyma, to exclude the blood vessels and any artefacts generated during tissue processing and image acquisition, to recognize and differentiate the areas of microvesicular and macrovesicular steatosis, and to quantify the recognized tissue area. The results of the image analysis replicated well the evaluation by expert pathologists and correlated well with the liver fat content measured by EchoMRI ex vivo, and the correlation with total liver triglycerides was notable. In conclusion, the developed deep learning-based model is a novel tool for studying liver steatosis in mouse models on paraffin sections and, thus, can facilitate reliable quantification of the amount of steatosis in large preclinical study cohorts.

The new definition of dominant stricture in primary sclerosing cholangitis: Prevalence and clinical significance.

BACKGROUND AND AIMS: A new definition of dominant stricture (NDS) has recently been defined for patients with primary sclerosing cholangitis (PSC). Prevalence and clinical features of this, compared to traditional dominant stricture (TDS), have not been reported. METHODS: In this single-centre longitudinal prospective cohort study, all PSC patients who underwent endoscopic retrograde cholangiopancreatography (ERCP) between October 2021 and 2022 were recruited. Symptoms of cholestasis, laboratory values (P-alkaline phosphatase, P-Bilirubin), Helsinki PSC-score, brush cytology findings and need for endoscopic therapy (i.e. dilation, stenting) were prospectively collected. RESULTS: Overall, 228 patients with PSC underwent 248 ERCPs. NDS was detected in 43 (17%; 36 patients) and TDS without NDS (TDS group) was detected in 62 (25%; 58 patients) ERCPs, respectively; in the remaining 143 ERCPs, neither TDS nor NDS was seen (no dominant stricture [NoDS] group). PSC duration (median 8 years) and patient's age did not differ between the three groups; males presented more often with NDS. Patients with NDS were more often symptomatic, had higher cholestatic liver enzymes, advanced bile duct disease and markers of biliary inflammation (p < .001). Patients with NDS needed dilation (81%) and stenting (21%) more often than the TDS group (60% and 5%, respectively). Dysplasia in brush cytology was more common in TDS (5%) and NDS (9%) than in NoDS (3%) groups (p = .04), but did not differ between TDS and NDS groups. CONCLUSIONS: Dominant stricture according to the new definition developed in 17% of PSC patients in our cohort and identifies patients with more advanced disease, biliary inflammation and need of endo-therapy.

The role of serology, liver function tests and imaging in screening of primary sclerosing cholangitis: the HelPSCreen score.

OBJECIVES: At present, no sensitive or specific screening test exists for primary sclerosing cholangitis (PSC). PSC screening is mainly based on elevated alkaline phosphatase (ALP) in patients with inflammatory bowel disease (IBD). We aimed to produce a screening score based on laboratory tests to predict the likelihood of PSC. Moreover, we evaluated the additional roles of liver histology and magnetic resonance cholangiopancreatography (MRCP) in the diagnosis of PSC. MATERIALS AND METHODS: The data of 385 patients who came for their first endoscopic retrograde cholangiography (ERC) to confirm PSC diagnosis were retrieved from the PSC registry of the Helsinki University Hospital. Overall, 69 patients referred for ERC with suspected PSC, in whom PSC was excluded by ERC or liver biopsy and MRCP, served as controls. We included patients' demographics and 13 laboratory test results in the analysis. Variables with significant odds ratios were selected for multivariate logistic regression, which was used to create a novel scoring system for PSC. The presence of IBD, serum perinuclear anti-neutrophil cytoplasmic antibodies, and ALP levels demonstrated the highest predictive value for PSC. A score was assigned for each statistically significant predictor. RESULTS: The optimal cut-off point for the score was ≥3, with an AUC of 0.83 (95%CI: 0.78-0.88). The addition of liver histology or MRCP findings to the score did not add a predictive value. CONCUSIONS: In conclusion, we created a novel, simple scoring system to screen the probability of PSC. The HelPSCreen-score may help to assess the disease prevalence and to target further investigations in patients suspected of PSC.

Automated image analysis of keratin 7 staining can predict disease outcome in primary sclerosing cholangitis.

BACKGROUND AND AIMS: Primary sclerosing cholangitis (PSC) is a chronic cholestatic liver disease that obstructs the bile ducts and causes liver cirrhosis and cholangiocarcinoma. Efficient surrogate markers are required to measure disease progression. The cytokeratin 7 (K7) load in a liver specimen is an independent prognostic indicator that can be measured from digitalized slides using artificial intelligence (AI)-based models. METHODS: A K7-AI model 2.0 was built to measure the hepatocellular K7 load area of the parenchyma, portal tracts, and biliary epithelium. K7-stained PSC liver biopsy specimens (n = 295) were analyzed. A compound endpoint (liver transplantation, liver-related death, and cholangiocarcinoma) was applied in Kaplan-Meier survival analysis to measure AUC values and positive likelihood ratios for each histological variable detected by the model. RESULTS: The K7-AI model 2.0 was a better prognostic tool than plasma alkaline phosphatase, the fibrosis stage evaluated by Nakanuma classification, or K7 score evaluated by a pathologist based on the AUC values of measured variables. A combination of parameters, such as portal tract volume and area of K7-positive hepatocytes analyzed by the model, produced an AUC of 0.81 for predicting the compound endpoint. Portal tract volume measured by the model correlated with the histological fibrosis stage. CONCLUSIONS: The K7 staining of histological liver specimens in PSC provides significant information on disease outcomes through objective and reproducible data, including variables that cannot be measured by a human pathologist. The K7-AI model 2.0 could serve as a prognostic tool for clinical endpoints and as a surrogate marker in drug trials.

Novel histological scoring for predicting disease outcome in primary sclerosing cholangitis.

BACKGROUND: Primary sclerosing cholangitis (PSC) is a progressive cholestatic liver disease that may lead to liver cirrhosis or cholangiocarcinoma. Liver histology and fibrosis stage are predictive markers of disease progression, and histological cirrhosis is defined as a significant endpoint. PSC-specific histological scoring methods are lacking at present. We aimed to develop a tailored classification system for PSC, the PSC histoscore, based on histological features associated with disease progression. METHODS: In total, 300 PSC patients diagnosed between 1988 and 2018 were enrolled; their data were collected from the PSC registry (Helsinki University Hospital), and liver specimens were obtained from the Biobank of Helsinki. Five histological features included in the adapted Nakanuma scoring system and three additional parameters typical for PSC histology were evaluated and compared with the clinical and laboratory data. A compound endpoint consisting of liver transplantation, development of cholangiocarcinoma, or death was used as outcome measurement. RESULTS: Stage (fibrosis, bile duct loss, ductular reaction, and chronic cholestasis) and grade (portal inflammation, portal edema, hepatitis activity, and cholangitis activity) parameters were found to be independent predictive risk factors for the compound endpoint (P < 0.001). High disease grade (2-6) and stage (2-4) better correlated with clinical endpoints when evaluated with the PSC histoscore system compared to the adapted Nakanuma classification. The risk for disease progression in sequential endoscopic retrograde cholangiography (ERC) examinations was increased with elevated total PSC histoscores. CONCLUSION: The PSC histoscore is a novel histological classification system for PSC. Our findings support the applicability of liver histology as a marker for disease progression.

The role of magnetic resonance imaging and endoscopic retrograde cholangiography in the evaluation of disease activity and severity in primary sclerosing cholangitis.

BACKGROUND & AIMS: Endoscopic retrograde cholangiography (ERCP) has been considered the gold standard for the diagnosis and follow-up of primary sclerosing cholangitis, but it has been replaced by less invasive magnetic resonance imaging and cholangiopancreatography (MRI-MRCP). However, the role of these two techniques in the evaluation of disease activity and severity needs to be elucidated. METHODS: Patients with primary sclerosing cholangitis (n: 48, male 31, median age: 35.7; 28.0-44.2) who underwent ERCP and MRI-MRCP within ±3 months for diagnosis or follow-up, were reviewed. ERCP and MRI-MRCP images were scored using the modified Amsterdam score. Serum and biliary cytology markers of disease activity and severity were related to the imaging findings. Agreement on the assessment of the ERCP/MRCP score was calculated by kappa-statistics. Spearman's ρ was calculated when appropriate. RESULTS: The agreement between ERCP and MRCP in scoring bile duct changes for disease severity was only moderate (weighted kappa: 0.437; 95% CI: 0.211-0.644 for intra- and 0.512; 95% CI: 0.303-0.720 for extra-hepatic bile ducts). ERCP and MRCP intra-hepatic scores were associated to the surrogate marker alkaline phosphatase (P = .02 for both). A weak correlation between MRCP score for extra-hepatic bile ducts and liver transplantation/death was found (Spearman's ρ = .362, 95% CI: 0.080-0.590, P = .022). A weak correlation between intra- (Spearman's ρ = .322, 95% CI: 0.048-0.551, P = .022) and extra-hepatic (Spearman`s ρ = .319, 95% CI: 0.045-0.549, P = .025) peribiliary enhancement on contrast-enhanced MRI and severity of biliary cytologic classification was found. CONCLUSIONS: The overall agreement between ERCP and MRI-MRCP in assessing disease severity was moderate for intra- and extra-hepatic bile ducts. MRI-MRCP seems to have a minor role as surrogate marker of disease activity and progression in PSC.

Value of brush cytology for optimal timing of liver transplantation in primary sclerosing cholangitis.

BACKGROUND AND AIMS: Primary sclerosing cholangitis is associated with a high risk of cholangiocarcinoma. Here, we investigated the value of surveillance for dysplasia using brush cytology, to determine the optimal timing of liver transplantation in primary sclerosing cholangitis. We compared our preoperative findings, with the final explanted liver histopathology. METHODS: 126 consecutive patients were transplanted for primary sclerosing cholangitis from 1984 to 2012. Patients were divided into two groups: symptomatic (n=91), and asymptomatic (n=35). RESULTS: Brush cytology was available for 101 patients; 66 symptomatic and 35 asymptomatic. Suspicious cytological findings were found in nine patients (14%) in the symptomatic group and 17 (49%) in the asymptomatic group. DNA flow cytometry was available for 49 patients (25 symptomatic, 24 asymptomatic), with aneuploidy detected in six patients (24%) in the symptomatic group and 15 (63%) in the asymptomatic group. Explanted liver histology showed biliary dysplasia or cholangiocarcinoma in 11 symptomatic patients (12%) and 15 asymptomatic patients (43%). A combination of cytological and DNA flow cytometry findings resulted in a test sensitivity of 68%, with a specificity of 86%. Ten-year survival in the asymptomatic group was 91%. CONCLUSIONS: Dysplasia surveillance using brush specimens may help to select those patients likely to benefit from early liver transplantation. It remains unclear as to whether surveillance with brush cytology improves long-term survival, but there is presently no better method with which to predict transplantation timing.

Histologic surveillance after liver transplantation due to autoimmune hepatitis.

BACKGROUND: Autoimmune hepatitis (AIH) often recurs after liver transplantation (LT). Our aim was to evaluate the recurrence rate of AIH after LT, impact of AIH recurrence on survival and fibrosis progression, and find risk factors for AIH recurrence. METHODS: Forty-two patients with AIH prior to LT with ≥1 protocol biopsy ≥1 year post-LT were included with a median follow-up of 5.0 years (1.0-17.0). Follow-up liver biopsies were re-evaluated for AIH recurrence, fibrosis progression, and cirrhosis development. RESULTS: A histological recurrence of AIH was diagnosed in 15 (36%) patients at a median of 5 years of follow-up. Recurrent AIH lead to progressive fibrosis (METAVIR stage 3-4) in two but did not cause a single patient or graft loss. Transaminases were normal in three patients with recurrent AIH (20%). AIH recurrence was more common in patients with no overlapping cholangitis (OR 1.44, P=.021). Immunosuppression without antimetabolite increased the risk of AIH recurrence (OR 1.47, P=.018). Patient and graft survival rates at 1, 5, and 10 years were 94%, 86%, and 86% and 91%, 77%, and 74%. AIH recurrence did not affect survival. CONCLUSIONS: AIH recurrence occurs in 36% in 5 years, but does not affect patient or graft outcome.

Prognostic value of clinical variables and liver histology for development of fibrosis and cirrhosis in autoimmune hepatitis.

OBJECTIVE: In autoimmune hepatitis, data on the prognostic value of baseline liver biopsy and the sequential histology is controversial. Our aim was to evaluate the prognostic value of clinical variables and biopsy at the time of diagnosis and during the disease course. MATERIALS AND METHODS: All 98 patients in our hospital during 1995-2012 were included. Sequential biopsies were available in 66 patients. Analyses based on clinical and histological variables were performed to find parameters predicting the progression of fibrosis, and development of cirrhosis. RESULTS: At the time of diagnosis, 7% were cirrhotic. Fibrosis progressed in 28 (42%) patients, remained stable in 26 (39%) and resolved in 12 (18%) patients. Findings which predicted fibrosis progression, were baseline total inflammation (odds ratio 1.7, 95% CI 1.01-2.8), cumulative total inflammation (1.8, 95% CI 1.01-3.2, rosette formation (2.8, 95% CI 1.1-7.1), absence of pericholangitis (0.4, 95% CI 0.1-1.0) and necrosis (1.4, 95% CI 1.0-2.0). Risk factors for the development of cirrhosis were cholestasis (4.6, 95% CI 1.2-16.9), interphase inflammation (3.4, 95% CI 1.1-10.4), and necrosis (3.3, 95% CI 1.2-9.7). In a cumulative model, cumulative total inflammation (4.5, 95% CI 1.4-15.0), necrosis (6.7, 95% CI 1.3-34.6), or cumulative immunoglobulin G load (61.8, 95% CI 2.0-1954.3) were risk factors. None of the patients with histological pericholangitis or granulomas developed cirrhosis. CONCLUSIONS: The histology provides prognostic information regarding progression of fibrosis or the development of cirrhosis. The total cumulative inflammatory activity predicts the progression of fibrosis, whereas baseline fibrosis, interphase inflammation, cholestasis, necrosis, as well as the cumulative total inflammation and cumulative immunoglobulin G, are risk factors for cirrhosis.

Surveillance of primary sclerosing cholangitis with ERC and brush cytology: risk factors for cholangiocarcinoma.

OBJECTIVE: Primary sclerosing cholangitis (PSC) is a chronic cholestatic liver disease leading to bile duct strictures and fibrosis, and predisposing to cholangiocarcinoma (CCA). Biliary dysplasia is a known precursor of CCA. In our unit, PSC patients undergo regular surveillance with ERC and brush cytology (BC), and liver transplantation is an option in case with biliary dysplasia. We evaluated the risk factors for biliary dysplasia and CCA based on ERC imaging, BC and liver function tests. PATIENTS AND METHODS: Seven hundred and eighty-eight ERCs were performed with BC for 447 PSC patients. ERC images were evaluated using the modified Amsterdam score, neutrophilic inflammation was assessed in BC, and liver function tests were collected. Ploidy analysis with DNA flow cytometry was performed in cases with advanced PSC or previous suspicious BC/aneuploidy. The endpoint was either a benign disease course (follow-up for ≥2.4 years after the latest ERC), benign histology, biliary dysplasia or CCA. RESULTS: Benign disease course was seen in 424/447 (including 23 cases with biliary dysplasia), and CCA in 17 (3.8%) patients. Gallbladder carcinoma/carcinoma in situ was diagnosed in three patients. Advanced ERC findings, male gender, suspicious BC, aneuploidy in flow cytometry, inflammation, and elevation of ALP, bilirubin, ALT, AST, GGT, CEA and CA19-9 represented significant risk factors for CCA in univariate analysis. CONCLUSIONS: PSC patients with advanced bile duct disease and elevated liver enzymes, CEA or CA19-9, inflammation or suspicious BC are most likely to develop CCA. These patients may benefit from surveillance with BC if early liver transplantation is possible.

31Phosphorus magnetic resonance spectroscopy of the liver for evaluating inflammation and fibrosis in autoimmune hepatitis.

BACKGROUND: Liver biopsy is the gold standard in evaluating inflammation and fibrosis in autoimmune hepatitis. AIMS: In search of non-invasive follow-up tools in autoimmune hepatitis, we evaluated 31phosphorus magnetic resonance spectroscopy (31P MRS). METHODS: Twelve consecutive AIH patients (mean age 42.8 years, 10 women) underwent liver biopsy, routine laboratory liver function tests, which were compared to findings in 31P MRS and transient elastography (TE). RESULTS: Phosphoenolpuryvate (PEP) correlated with the grade of inflammation (r = 0.746, p = .005) and thromboplastin time (r = 0.592, p = .043). It also differentiated patients with active inflammation from patients without (t = 3.781, p = .009). There was no correlation between PEP and aminotransferase or immunoglobulin G levels. The phosphoethanolamine (PE)/phosphocholine (PC) ratio, PE/glyserophosphoethanolamine (GPE) ratio and PC/[total phosphomonoester (PME) + phosphodiester (PDE)] ratios correlated with immunoglobulin G (r = 0.764, p = .006; r = 0.618, p = .043; and r= -0.636, p = .035, respectively). PME/PDE and PE/GPE correlated with fibrosis (r = 0.668, p = .018 and r = 0.604, p = .037). PE/GPE also differentiated F3 from F0-2 patients (t = 3.810, p = .003). Phosphorus metabolites did not correlate with TE results and TE did not correlate with liver histology or laboratory parameters. CONCLUSIONS: 31P MRS seems to detect active inflammation and advanced fibrosis in AIH patients. TE was ineffective in fibrosis quantification.

Screening primary sclerosing cholangitis and biliary dysplasia with endoscopic retrograde cholangiography and brush cytology: risk factors for biliary neoplasia.

BACKGROUND AND STUDY AIMS: Primary sclerosing cholangitis (PSC) is associated with increased risk of biliary dysplasia and cholangiocarcinoma (CCA). The aim of this study was to evaluate the role of early endoscopic retrograde cholangiography (ERC) with systematic brush cytology to identify risk factors associated with biliary neoplasia. PATIENTS AND METHODS: Patients who were referred for their first ERC for suspicion of PSC between January 2006 and October 2011 were included in the study. Brush cytology specimens were scored as benign, suspicious, or malignant. End points were CCA, biliary dysplasia, benign histology, or benign disease course for ≥ 2 years. RESULTS: PSC was diagnosed in 261 patients (125 men, 136 women), most of whom were asymptomatic (n = 211). Cholangiographic changes were mild in 57.1 %. Men presented with advanced disease more often than women. Brush cytology was benign in 243, suspicious in 16, and malignant in 2 patients. Follow-up completed in 249 patients indicated a benign disease course in 232 patients. Seven patients were diagnosed with CCA and eight had biliary dysplasia in the explanted liver. Thus, 15 patients had biliary neoplasia, and suspicious or malignant brush cytology had been detected in 8 of them at initial brushing. Advanced extrahepatic cholangiographic changes with elevated aminotransferases at diagnosis seemed to be associated with increased risk of biliary neoplasia. CONCLUSIONS: Even in mostly asymptomatic patients with PSC, 42.9 % had advanced disease and 6.9 % presented with suspicious or malignant brush cytology at first ERC. Advanced extrahepatic ERC changes with elevated aminotransferases at diagnosis might be risk factors for biliary neoplasia.

A prospective randomised study of dense Infinity cytological brush versus regularly used brush in pancreaticobiliary malignancy.

BACKGROUND AND STUDY AIMS: Endoscopic retrograde cholangiopancreatography (ERCP) with a cytological sample is a valuable tool in the diagnosis of the aetiology of biliary stricture. Our aim was to evaluate whether a more dense Infinity® cytological brush is more sensitive in diagnosing malignancy than the regularly used brush. PATIENTS AND METHODS: We recruited 60 patients with a biliary stricture suspicious for malignancy for a randomised controlled trial. Patients were randomly assigned to an Infinity® brush group (n = 30) and a regularly used cytology brush group (n = 30). All the patients had verified cancer during follow-up. RESULTS: Crossing the brush over the stricture was possible in each case without dilatation of the biliary duct. Brush cytology yield was good or excellent in 86.7% of cases with the Infinity® brush and 96.7% with the regular brush (p = 0.161). The cytological sample showed clear malignancy in three patients (10.0%) in the Infinity® group and in 12 (40.0%) patients of the regular brush group (p = 0.007). The cytological diagnosis was highly suspicious for malignancy or malignant in 14 patients (46.7%) in the Infinity® group and in 23 patients (76.7%) in the regular brush group (p = 0.017). The result was benign in 10 patients (33.3%) in the Infinity® group and in four patients (13.6%) in the regular brush group (p = 0.067). CONCLUSIONS: With the standardised technique, the sensitivity of brush cytology is fairly good. The dense Infinity® brush does not show any advantage regarding sensitivity compared with the conventional cytology brush.

[Cytology is in pivotal role at screening and surveillance of PSC]. / Sytologia ratkaisevassa roolissa primaarisen sklerosoivan kolangiitin seulonnassa ja seurannassa.

Primary sclerosing cholangitis (PSC) is an autoimmune disease leading to biliary strictures and inflammation. The lifetime risk for cholangiocarcinoma (CCA) among PSC patients is 7-13%, and biliary dysplasia is thought to be a precursor lesion for CCA. The diagnosis of PSC is based on endoscopic retrogradic cholangiography (ERC). During ERC brush cytology samples are routinely taken in our unit to detect possible biliary dysplasia. With repeated cytological dysplasia, liver transplantation is considered. Aneuploidy in DNA flow cytometry may support the suspicion of dysplasia. PSC is the most common indication for liver transplantation in Finland, and half of transplantations are prophylactic.

NGS of brush cytology samples improves the detection of high-grade dysplasia and cholangiocarcinoma in patients with primary sclerosing cholangitis: A retrospective and prospective study.

BACKGROUND: Biliary dysplasia, a precursor of cholangiocarcinoma (CCA), is a common complication of primary sclerosing cholangitis. Patients with high-grade dysplasia (HGD) or early CCA who have received oncological treatment are candidates for liver transplantation. The preoperative diagnosis of CCA or HGD is challenging, and the sensitivity of biliary brush cytology (BC) is limited. METHODS: By using next-generation sequencing (NGS), we retrospectively analyzed archived tissue samples (n=62) obtained from explanted liver tissue and CCA samples to identify oncogenic mutations that occur during primary sclerosing cholangitis carcinogenesis. BC samples were prospectively collected from patients with primary sclerosing cholangitis (n=97) referred for endoscopic retrograde cholangiography to measure the diagnostic utility of NGS combined with BC compared with traditional cytology alone. RESULTS: Mutations in KRAS, GNAS, FLT3, RNF43, TP53, ATRX, and SMAD4 were detected in archived CCA or HGD samples. KRAS, GNAS, TP53, CDKN2A, FBXW7, BRAF, and ATM mutations were detected in prospectively collected brush samples from patients with histologically verified CCA or HGD. One patient with low-grade dysplasia in the explanted liver had KRAS and GNAS mutations in brush sample. No mutations were observed in brush samples or archived tissues in liver transplantation cases without biliary neoplasia. While KRAS mutations are common in biliary neoplasms, they were also observed in patients without biliary neoplasia during surveillance. CONCLUSIONS: In summary, NGS of BC samples increased the sensitivity of detecting biliary neoplasia compared with traditional cytology. Performing NGS on BC samples may help diagnose HGD or early CCA, benefiting the timing of liver transplantation.

Humanin vivoliver and tumor bioimpedance measured with biopsy needle.

Objective.Liver biopsy is an essential procedure in cancer diagnostics but targeting the biopsy to the actual tumor tissue is challenging. Aim of this study was to evaluate the clinical feasibility of a novel bioimpedance biopsy needle system in liver biopsy and simultaneously to gatherin vivobioimpedance data from human liver and tumor tissues.Approach.We measured human liver and tumor impedance datain vivofrom 26 patients who underwent diagnostic ultrasound-guided liver biopsy. Our novel 18 G core biopsy needle tip forms a bipolar electrode that was used to measure bioimpedance during the biopsy in real-time with frequencies from 1 kHz to 349 kHz. The needle tip location was determined by ultrasound. Also, the sampled tissue type was determined histologically.Main results.The bioimpedance values showed substantial variation between individual cases, and liver and tumor data overlapped each other. However, Mann-Whitney U test showed that the median bioimpedance values of liver and tumor tissue are significantly (p < 0.05) different concerning the impedance magnitude at frequencies below 25 kHz and the phase angle at frequencies below 3 kHz and above 30 kHz.Significance.This study uniquely employed a real-time bioimpedance biopsy needle in clinical liver biopsies and reported the measured humanin vivoliver and tumor impedance data. Impedance is always device-dependent and therefore not directly comparable to measurements with other devices. Although the variation in tumor types prevented coherent tumor identification, our study provides preliminary evidence that tumor tissue differs from liver tissuein vivo,and this association is frequency-dependent.

Chronic cholestasis detection by a novel tool: automated analysis of cytokeratin 7-stained liver specimens.

BACKGROUND: The objective was to build a novel method for automated image analysis to locate and quantify the number of cytokeratin 7 (K7)-positive hepatocytes reflecting cholestasis by applying deep learning neural networks (AI model) in a cohort of 210 liver specimens. We aimed to study the correlation between the AI model's results and disease progression. The cohort of liver biopsies which served as a model of chronic cholestatic liver disease comprised of patients diagnosed with primary sclerosing cholangitis (PSC). METHODS: In a cohort of patients with PSC identified from the PSC registry of the University Hospital of Helsinki, their K7-stained liver biopsy specimens were scored by a pathologist (human K7 score) and then digitally analyzed for K7-positive hepatocytes (K7%area). The digital analysis was by a K7-AI model created in an Aiforia Technologies cloud platform. For validation, values were human K7 score, stage of disease (Metavir and Nakunuma fibrosis score), and plasma liver enzymes indicating clinical cholestasis, all subjected to correlation analysis. RESULTS: The K7-AI model results (K7%area) correlated with the human K7 score (0.896; p < 2.2e- 16). In addition, K7%area correlated with stage of PSC (Metavir 0.446; p < 1.849e- 10 and Nakanuma 0.424; p < 4.23e- 10) and with plasma alkaline phosphatase (P-ALP) levels (0.369, p < 5.749e- 5). CONCLUSIONS: The accuracy of the AI-based analysis was comparable to that of the human K7 score. Automated quantitative image analysis correlated with stage of PSC and with P-ALP. Based on the results of the K7-AI model, we recommend K7 staining in the assessment of cholestasis by means of automated methods that provide fast (9.75 s/specimen) quantitative analysis.

MMP-10 (Stromelysin-2) and MMP-21 in human and murine squamous cell cancer.

The squamous cell cancers (SCC) of renal transplant recipients are more aggressive and metastasize earlier than those of the non-immunocompromised population. Matrix metalloproteinases (MMPs) have a central role in tumor initiation, invasion and metastasis. Our aim was to compare the expression of MMPs-10, -12 and -21 in SCCs from immunosuppressed (IS) and control patients and the contribution of MMPs-10 and -21 to SCC development in the FVB/N-Tg(KRT5-Nfkbia)3Rto mouse line. Immunohistochemical analysis of 25 matched pairs of SCCs, nine of Bowen's disease and timed back skin biopsies of mice with selective inhibition of Rel/NF-kappaB signalling were performed. Semiquantitatively assessed stromal MMP-10 expression was higher (P = 0.009) in the control group when compared with IS patients. Tumor cell-derived MMP-10, -12 and -21 expression did not differ between the groups but stromal fibroblasts of the control SCCs tended to express MMP-21 more abundantly. MMP-10 expression was observed already in Bowen's disease while MMP-21 was absent. MMP-10 and -21 were present in inflammatory or stromal cells in ageing mice while dysplastic keratinocytes and invasive cancer were negative. Our results suggest that MMP-10 may be important in the initial stages of SCC progression and induced in the stroma relating to the general host-response reaction to skin cancer. MMP-21 does not associate with invasion of SCC but may be involved in keratinocyte differentiation.

Differential expression of stromal MMP-1, MMP-9 and TIMP-1 in basal cell carcinomas of immunosuppressed patients and controls.

Matrix metalloproteinases (MMPs) have an important role in the initiation, growth, and invasion of malignant tumors. Basal cell cancer (BCC) is the most common human malignancy. The risk of BCC is 10-16 times higher among organ transplant recipients compared with the nontransplanted population. The aim of this study was to compare the expression of several MMPs and their tissue inhibitors (TIMPs) in BCCs from kidney transplant recipients and controls. Expression of MMPs-1, -7, -8, -9, -10, -13, -26, and TIMPs-1 and -3 was evaluated by immunohistochemistry in 25 samples of BCC of kidney transplant recipients and 25 matched controls representing superficial and nodular subtypes. No significant differences were detected in MMP expression of BCC tumor cells between immunocompetent and immunodeficient patients. However, MMPs-1 and -9 and TIMP-1 were expressed more frequently in stromal macrophages in the BCCs of immunocompetent patients. When tumor subtypes were compared irrespective of the patient group, more MMP-1-positive fibroblasts and MMP-9-positive neutrophils were detected in the superficial subtype, while stromal MMP-10 expression was more abundant in nodular tumors. Our results suggest that abundant peritumoral expression of TIMP-1 in non-immunocompromised patients limits ECM degradation permissive for cancer cell migration.

Bile microbiota in primary sclerosing cholangitis: Impact on disease progression and development of biliary dysplasia.

OBJECTIVE: The etiopathogenesis and risk for development of biliary neoplasia in primary sclerosing cholangitis (PSC) are largely unknown. Microbes or their metabolites have been suggested to play a role. To explore this potential microbial involvement, we evaluated the differences in biliary microbiota in PSC patients at an early disease stage without previous endoscopic retrograde cholangiography (ERC) examinations, advanced disease stage, and with biliary dysplasia or cholangiocarcinoma. DESIGN: Bile samples from the common bile duct were collected from 46 controls and 80 patients with PSC during ERC (37 with early disease, 32 with advanced disease, and 11 with biliary dysplasia). DNA isolation, amplification, and Illumina MiSeq sequencing were performed for the V1-V3 regions of the bacterial 16S rRNA gene. RESULTS: The most common phyla found were Bacteroidetes, Firmicutes, Proteobacteria, Fusobacteria, and Actinobacteria. The most common families were Prevotellaceae, Streptococcaceae, Veillonellaceae, Fusobacteriaceae, and Pasteurellaceae, and the most common genera were Prevotella, Streptococcus, Veillonella, Fusobacterium, and Haemophilus. The bacterial communities of non-PSC subjects and early stage PSC patients were similar. Alpha diversity was lower in patients with biliary dysplasia/cholangiocarcinoma than in other groups. An increase in Streptococcus abundance was positively correlated with the number of ERC examinations. Streptococcus abundance was also positively correlated with an increase in disease severity, even after controlling for the number of ERC examinations. CONCLUSIONS: Our findings suggest that the aetiology of PSC is not associated with changes in bile microbial communities, but the genus Streptococcus may play a pathogenic role in the progression of the disease.