ObjectiveDiagnostic tests, such as Immunoscore, predict prognosis in patients with colon cancer. However, additional prognostic markers could be detected on pathological slides using artificial intelligence tools.DesignWe have developed a software to detect colon tumour, healthy mucosa, stroma and immune cells on CD3 and CD8 stained slides. The lymphocyte density and surface area were quantified automatically in the tumour core (TC) and invasive margin (IM). Using a LASSO algorithm, DGMate (DiGital tuMor pArameTErs), we detected digital parameters within the tumour cells related to patient outcomes.ResultsWithin the dataset of 1018 patients, we observed that a poorer relapse-free survival (RFS) was associated with high IM stromal area (HR 5.65; 95% CI 2.34 to 13.67; p<0.0001) and high DGMate (HR 2.72; 95% CI 1.92 to 3.85; p<0.001). Higher CD3+ TC, CD3+ IM and CD8+ TC densities were significantly associated with a longer RFS. Analysis of variance showed that CD3+ TC yielded a similar prognostic value to the classical CD3/CD8 Immunoscore (p=0.44). A combination of the IM stromal area, DGMate and CD3, designated ‘DGMuneS’, outperformed Immunoscore when used in estimating patients’ prognosis (C-index=0.601 vs 0.578, p=0.04) and was independently associated with patient outcomes following Cox multivariate analysis. A predictive nomogram based on DGMuneS and clinical variables identified a group of patients with less than 10% relapse risk and another group with a 50% relapse risk.ConclusionThese findings suggest that artificial intelligence can potentially improve patient care by assisting pathologists in better defining stage III colon cancer patients’ prognosis.
Three cases of apparent primary villous atrophy of the terminal ileum in women with chronic diarrhoea are reported. Eight cases have previously been reported in the literature. Clinical characteristics are the presence of severe chronic secretory diarrhoea with episodes of hypokalaemia combined with signs of ileal malabsorption and/or eYcacy of cholestyramine. Diagnosis is based on ileoscopy and histology. An association with microscopic colitis was present in the three patients and in four cases in the literature. The pathogenesis of primary ileal villous atrophy remains unknown and may involve dysimmunity. Its association with microscopic colitis may indicate a common pathogenesis or support the hypothesis that the faecal stream or bile salts play a role in the pathogenesis of microscopic colitis. (Gut 1997; 41: 561-564) Keywords: intestinal villous atrophy; ileum; secretory diarrhoea; bile acid malabsorption; microscopic colitis Villous atrophy of the terminal ileum is usually seen in patients with villous atrophy involving the whole length of the small bowel. The main aetiologies are coeliac disease and immunodeficiency syndromes, including HIV related immunodeficiency, common variable hypogammaglobulinaemia, and IgA deficiency. Ileal villous atrophy is seldom seen in the absence of duodenojejunal atrophy; its aetiologies are listed in Case reportsThe three patients (RM, DO, and ML) were women with severe chronic diarrhoea. Table 2 shows their main clinical characteristics. They were not taking any medication. The history of RM included the alternation of diarrhoea and constipation for 50 years, ovariectomy for benign ovarian neoplasm in 1938, tuberculous pleuritis in 1939, three episodes of intestinal obstruction due to adhesions, and hysterectomy in 1980 to treat an epidermoid carcinoma of the uterine cervix. The other two patients had no relevant history except for appendectomy. BIOLOGICAL AND MORPHOLOGICAL EXPLORATIONSCommon features of the three patients were the presence of high erythrocyte sedimentation rate of 35, 30, and 5-42 mm/h for RM, DO, and ML respectively, and a history of transient hypokalaemia (2-3.5 mEq/l). Table 2 presents results of ileal function tests. The results of the following laboratory investigations were in the normal range: haemoglobin; blood urea, glucose, uric acid, calcium, magnesium, iron, folates, and vitamin B 12 ; albumin, globulin fractions, plasma immunoglobulins, cholesterol, prothrombin time, D-xylose test; and stool analysis for pathogenic bacteria and parasites. Repeated searches for laxatives in the stools (phenolphthalein) and urine (anthraquinones) were negative. Faecal osmolarity was normal (280-320 mmol/l), and faecal electrolytes displayed an osmotic gap below 50 mmol/l. Levels of thyroid stimulating hormone (TSH), triiodothyronine, and thyroxine were in the normal range for RM and ML. DO had high TSH values (15.9 µg/ml (normal <4.5) and low triiodothyronine and thyroxine concentrations. Concentrations of serum vasoactive peptide, serotonin, and c...
Immediate preoperative EUS may make it possible to select the best form of treatment in patients with CBD stones, avoiding inappropriate laparoscopic instrumental CBD exploration.
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