Machine Learning-based Differentiation of Benign and Premalignant Colorectal Polyps Detected with CT Colonography in an Asymptomatic Screening Population: A Proof-of-Concept Study.

Background CT colonography does not enable definite differentiation between benign and premalignant colorectal polyps. Purpose To perform machine learning-based differentiation of benign and premalignant colorectal polyps detected with CT colonography in an average-risk asymptomatic colorectal cancer screening sample with external validation using radiomics. Materials and Methods In this secondary analysis of a prospective trial, colorectal polyps of all size categories and morphologies were manually segmented on CT colonographic images and were classified as benign (hyperplastic polyp or regular mucosa) or premalignant (adenoma) according to the histopathologic reference standard. Quantitative image features characterizing shape (n = 14), gray level histogram statistics (n = 18), and image texture (n = 68) were extracted from segmentations after applying 22 image filters, resulting in 1906 feature-filter combinations. Based on these features, a random forest classification algorithm was trained to predict the individual polyp character. Diagnostic performance was validated in an external test set. Results The random forest model was fitted using a training set consisting of 107 colorectal polyps in 63 patients (mean age, 63 years ± 8 [standard deviation]; 40 men) comprising 169 segmentations on CT colonographic images. The external test set included 77 polyps in 59 patients comprising 118 segmentations. Random forest analysis yielded an area under the receiver operating characteristic curve of 0.91 (95% CI: 0.85, 0.96), a sensitivity of 82% (65 of 79) (95% CI: 74%, 91%), and a specificity of 85% (33 of 39) (95% CI: 72%, 95%) in the external test set. In two subgroup analyses of the external test set, the area under the receiver operating characteristic curve was 0.87 in the size category of 6-9 mm and 0.90 in the size category of 10 mm or larger. The most important image feature for decision making (relative importance of 3.7%) was quantifying first-order gray level histogram statistics. Conclusion In this proof-of-concept study, machine learning-based image analysis enabled noninvasive differentiation of benign and premalignant colorectal polyps with CT colonography. © RSNA, 2021 Online supplemental material is available for this article.

Development of Urinary Bladder Pre-Neoplasia by Schistosoma haematobium Eggs and Chemical Carcinogen in Mice.

Schistosoma haematobium is a biocarcinogen of human urinary bladder (UB). The present study investigated developing UB cancer mouse model by injecting S. haematobium eggs into the bladder wall and introduction of chemical carcinogens. Histopathological findings showed mild hyperplasia to epithelial vacuolar change, and high grade dysplasia. Squamous metaplasia was observed in the S. haematobium eggs+NDMA group at week 12 but not in other groups. Immunohistochemistry revealed significantly high expression of Ki-67 in urothelial epithelial cells of the S. haematobium eggs+BBN group at week 20. The qRT-PCR showed high expression of p53 gene in S. haematobium eggs group at week 4 and S. haematobium eggs+BBN group at week 20. E-cadherin and vimentin showed contrasting expression in S. haematobium eggs+BBN group. Such inverse expression of E-cadherin and vimentin may indicate epithelial mesenchymal transition in the UB tissue. In conclusion, S. haematobium eggs and nitrosamines may transform UB cells into squamous metaplasia and dysplasia in correlation with increased expression of Ki-67. Marked decrease in E-cadherin and increase in p53 and vimentin expressions may support the transformation. The present study introduces a promising modified animal model for UB cancer study using S. haematobium eggs.

Proliferative verrucous leukoplakia: recognition and differentiation from conventional leukoplakia and mimics.

The majority of conventional leukoplakia remains constant and only a subset progress to high-grade dysplasia or invasive carcinoma. A less recognized form known as proliferative verrucous leukoplakia (PVL) represents a unique progressive and elusive variant. Identifying patients with this form can only be achieved through the keen clinical observation of the temporal gross and histologic progression in individual patients with squamous cell carcinoma. The difficulty in the early diagnosis of PVL stems from the overlapping clinical and pathologic features with conventional multifocal leukoplakia with dysplasia. We present the current view on the clinicopathologic and biological characteristics of PVL and discuss their diagnosis, differential diagnosis, and management.

Adenocarcinoma of gallbladder: an immunohistochemical profile and comparison with cholangiocarcinoma.

AIM: Cholangiocarcinomas display intestinal and pyloric gland metaplasia-cell phenotypes. Those that arise in chronically inflamed (fluke infested) bile ducts more frequently express the intestinal metaplasia-cell phenotype and p53 than sporadic cholangiocarcinomas. We wished to determine if adenocarcinomas of the gallbladder display a similar profile. METHODS: Adenocarcinoma, adenoma, and dysplastic and metaplastic epithelia were studied in 55 gallbladders. Serial paraffin sections were stained for five foregut antigens characteristically present in pyloric gland metaplasia, three intestinal-specific antigens and p53. Antigen expression was compared with that shown by 65 fluke-associated and 47 sporadic cholangiocarcinomas. RESULTS: Pyloric gland metaplasia in gallbladders with chronic cholecystitis invariably displayed the five foregut antigens. The frequency of expression of these five antigens by the gallbladder cancers and cholangiocarcinomas did not differ significantly. An intestinal goblet-cell marker and p53 were more frequently expressed by gallbladder carcinoma (59% and 45%, respectively) and fluke-associated cholangiocarcinoma (45% and 46%) than by sporadic cholangiocarcinoma (17% and 23%). K20 was more frequently expressed by gallbladder carcinoma (52%) than either fluke-associated (21%) or sporadic (17%) cholangiocarcinoma. Dysplastic epithelium and adenomas also displayed the pyloric gland and intestinal metaplasia-cell phenotypes. Cells staining for pyloric gland metaplasia-cell phenotypes were distinct from the intestinal metaplasia-cell phenotypes when present together in a gallbladder carcinoma, cholangiocarcinoma, dysplastic epithelium or adenoma. CONCLUSIONS: Adenocarcinomas of gallbladder generally arise from a foregut cell lineage via a metaplasia-dysplasia-carcinoma sequence. A background of chronic inflammation increases the frequency of expression of an intestinal goblet-cell phenotype and p53 in the cancers.

The secreted and surface proteomes of the adult stage of the carcinogenic human liver fluke Opisthorchis viverrini.

Infection with the human liver fluke, Opisthorchis viverrini, is a serious public health problem in Thailand, Laos and nearby locations in Southeast Asia. Both experimental and epidemiological evidence strongly implicate liver fluke infection in the etiology of one of the liver cancer subtypes, cholangiocarcinoma (CCA). To identify parasite proteins critical for liver fluke survival and the etiology of CCA, OFFGEL electrophoresis and multiple reaction monitoring were employed to characterize 300 parasite proteins from the O. viverrini excretory/secretory products and, utilizing selective labeling and sequential solubilization, from the host-exposed tegument. The excretory/secretory included a complex mixture of proteins that have been associated with cancers, including proteases of different mechanistic classes and orthologues of mammalian growth factors and anti-apoptotic proteins. Also identified was a cysteine protease inhibitor which, in other helminth pathogens, induces nitric oxide production by macrophages, and, hence may contribute to malignant transformation of inflamed cells. More than 160 tegumental proteins were identified using sequential solubilization of isolated teguments, and a subset of these was localized to the surface membrane of the tegument by labeling living flukes with biotin and confirming surface localization with fluorescence microscopy. These included annexins, which are potential immuno-modulators, and orthologues of the schistosomiasis vaccine antigens Sm29 and tetraspanin-2. Novel roles in pathogenesis were suggested for the tegument-host interface since more than ten surface proteins had no homologues in the public databases. The O. viverrini proteins identified here provide an extensive catalogue of novel leads for research on the pathogenesis of opisthorchiasis and the development of novel interventions for this disease and CCA, as well as providing a scaffold for sequencing the genome of this fluke.

Non-invasive methods to detect schistosome-based bladder cancer: is the association sufficient for epidemiological use?

The association between chronic infection with Schistosoma haematobium and squamous cell carcinoma of the bladder is well known but there are few epidemiological data available to assess the extent of this cancer in schistosome-endemic areas. Invasive surgical procedures are not practical for epidemiological appraisal, therefore this important health matter is unresolved. This review examines recent work done to identify and detect biomarkers that can be found in voided urine and therefore obtained without invasive procedures. A variety of products of cell cycle kinetics, nuclear activity enzymes and even nuclear morphometry have been studied in urine specimens and these in concert may be sufficient to indicate the likelihood of the presence of bladder cancer or some predictive pre-cancerous state. Although these techniques require a sophisticated central laboratory for analysis, specimens can easily be collected in the field and brought to the centre, which could serve regional programmes. We suggest that early diagnosis of pre-cancerous conditions associated with urinary schistosomiasis, if appropriately treated, could save countless lives.

Giardia lamblia trophozoites in gastric biopsies.

To assess the prevalence of gastric giardiasis in gastric biopsies of patients with carcinoma stomach and in patients taking treatment for duodenal ulcer. Gastric biopsy specimens from 54 patients of carcinoma stomach and 100 antral biopsies from patients taking treatment for duodenal ulcer were included in the study. Sections were stained with haematoxylin and eosin, methylene blue and May Grunwald-Giemsa stains and examined for presence of Giardia lamblia trophozoites. Eight out of 54 (14.9%) biopsies of gastric carcinoma patients harboured trophozoites of Giardia lamblia. Associated H. pylori infection was present in all biopsies (8/8; 100%). Atrophy and intestinal metaplasia was present in 62.5% (5/8) and 25% (2/8) cases respectively. Sections from seven out of 35 patients (20%) taking treatment for duodenal ulcer showed presence of G. lamblia. H. pylori infection, gastritis and atrophy were found in 85.7% (6/7), 71.4% (5/7) and 28.6% (2/7) cases respectively. First gastric biopsy in these patients was negative for G. lamblia but 2nd and 3rd biopsies were positive. A careful search for G. lamblia trophozoites should be made while examining the gastric biopsies, especially in patients with carcinoma stomach, intestinal metaplasia, atrophic gastritis and those taking treatment for duodenal ulcer. This may help in indirect diagnosis of clinically unsuspected cases of intestinal giardiasis and may explain persistence of vague upper gastrointestinal tract (UGIT) symptoms despite clearance of H. pylori in patients on anti-ulcer therapy.

Liver fluke-associated and sporadic cholangiocarcinoma: an immunohistochemical study of bile duct, peribiliary gland and tumour cell phenotypes.

AIM: To compare cell phenotypes displayed by cholangiocarcinomas and adjacent bile duct lesions in patients from an area endemic in liver-fluke infestation and those with sporadic cholangiocarcinoma. METHODS: 65 fluke-associated and 47 sporadic cholangiocarcinomas and 6 normal livers were studied. Serial paraffin-wax sections were stained immunohistochemically with monoclonal antibodies characterising a Brunner or pyloric gland metaplasia cell phenotype (antigens D10 and 1F6), intestinal goblet cells (antigen 17NM), gastric foveolar apomucin (MUC5AC), a gastrointestinal epithelium cytokeratin (CK20) and the p53 protein. RESULTS: 60% of the 112 cholangiocarcinomas expressed antigen D10, 68% MUC5AC, 33% antigen 17NM and 20% CK20; 37% showed overexpression of p53. When present together in a cholangiocarcinoma, cancer cells expressing D10 were distinct from those displaying 17NM or MUC5AC. Many more fluke-associated cholangiocarcinomas than sporadic cholangiocarcinomas displayed 17NM and p53 expression. Most cases of hyperplastic and dysplastic biliary epithelium expressed D10 strongly. Pyloric gland metaplasia and peribiliary glands displayed D10 and 1F6, with peribiliary gland hyperplasia more evident in the livers with fluke-associated cholangiocarcinoma; goblet cells in intestinal metaplasia stained for 17NM. No notable association of expression between any two antigens (including p53) was found in the cancers. CONCLUSIONS: Most cases of dysplastic biliary epithelium and cholangiocarcinoma display a Brunner or pyloric gland cell phenotype and a gastric foveolar cell phenotype. The expression of D10 in hyperplastic and dysplastic epithelium and in cholangiocarcinoma is consistent with a dysplasia-carcinoma sequence. Many more fluke-associated cholangiocarcinomas than sporadic cholangiocarcinoma display an intestinal goblet cell phenotype and overexpress p53, indicating differences in the aetiopathology of the cancers in the two groups of patients.

Focal ultrasound lesions in cirrhotic liver diagnosed as regenerative nodules by biopsy. A morphometric analysis.

Ten cirrhotic patients with ultrasonically discernible focal liver masses underwent fine cutting needle biopsy. Specimens were obtained from the focal lesions under ultrasound guidance and histologically diagnosed as regenerative nodules. An image analyzer was then used to determine the cytoplasmic area, nuclear area, and nuclear/cytoplasmic ratio for 100 randomly selected cells from each specimen. Data were then compared with data for specimens of normal liver tissue and data from patients with alcoholic or posthepatic cirrhosis or well-differentiated hepatocellular carcinoma (HCC). The morphometric parameters for the group of regenerative nodule specimens fell within an intermediate range between those for HCC and the nondysplastic samples, strongly suggesting a preneoplastic nature. Nine of the 10 regenerative lesions showed liver cell dysplasia, and 3 of these patients developed HCC during follow-up. Ultrasonically discernible focal masses in a cirrhotic liver should be considered preneoplastic, if not neoplastic lesions and treated aggressively to prevent their progression to outright malignancy.

[Disorders of vaginal biocenosis in women with risk of genital cancer]. / Zaburzenia biocenozy pochwy kobiet zagrozonych nowotworem narzadu rodnego.

473 women 38-71 years old were examined. 55 women with physiologic biocenosis of the vagina were included into control group. In remaining (418) there were detected: erosions, cancers of the cervix, hyperplasias and cancers of the endometrium of the uterine body, inflammations, leukoplakia and cancers of the vulva. Microbiological examinations consisted if indirect examinations of vaginal content and of artificial cultures on different media. Disturbances in vaginal biocenosis was diagnosed in the greater part of examined women. There were concluded that in praeneoplasie disease and in neoplasms of female genital organ inflammatory process has been. The authors suggests about necessity of prophylaxis of inflammations by microbiological examinations and treatment of women with the threat of female genital organ neoplasms.