18F-FDG PET/CT-Based Radiomics Nomogram for Prediction of Bone Marrow Involvement in Pediatric Neuroblastoma: A Two-Center Study.

RATIONALE AND OBJECTIVES: To assess the predictive ability of an 18F-FDG PET/CT-based radiomics nomogram for bone marrow involvement in pediatric neuroblastoma. MATERIALS AND METHODS: A total of 241 neuroblastoma patients who underwent 18F-FDG PET/CT at two medical centers were retrospectively evaluated. Data from center A (n = 200) were randomized into a training cohort (n = 140) and an internal validation cohort (n = 60), while data from center B (n = 41) constituted the external validation cohort. For each patient, two regions of interest were defined using the tumor and axial skeleton. The clinical factors and radiomics features were derived to construct the clinical and radiomics models. The radiomics nomogram was built by combining clinical factors and radiomics features. The area under the receiver operating characteristic curves (AUCs) were used to assess the performance of the models. RESULTS: Radiomics models created from tumor and axial skeleton achieved AUCs of 0.773 and 0.900, and the clinical model had an AUC of 0.858 in the training cohort. By incorporating clinical risk factors and axial skeleton-based radiomics features, the AUC of the radiomics nomogram in the training cohort, internal validation cohort, and external validation cohort was 0.932, 0.887, and 0.733, respectively. CONCLUSION: The axial skeleton-based radiomics model performed better than the tumor-based radiomics model in predicting bone marrow involvement. Moreover, the radiomics nomogram showed that combining axial skeleton-based radiomics features with clinical risk factors improved their performance.

[Gastroscopic and pathological characteristics of patients with or without schistosomiasis in Poyang Lake area].

OBJECTIVES: To understand the gastroscopic and pathological characteristics of patients with miasis in Poyang Lake area, and to explore the relationship between schistosomiasis and pathological changes of gastric mucosa. METHODS: Volunteers with or without schistosomiasis were recruited and divided into a case group and a control group. All the objects were examined by electronic gastroscopy and pathological examinations. RESULTS: Two hundred and fifty-three volunteers diagnosed with chronic or advanced schistosomiasis in the case group showed different degrees of gastric mucosal changes, including 7 cases with schistosomal eggs deposited beneath the gastric mucosa (with an incidence of 2.77%) , 33 cases with dysplastic hyperplasia and intestinal metaplasia (with an incidence of precancerous lesion of 13.04%), and 1 case with gastric cancer. While in the 200 volunteers without schistosomiasis in the control group, the results showed milder gastric mucosal changes, 33 cases were detected with dysplastic hyperplasia and intestinal metaplasia (with an incidence of 7.50%), and 1 case was diagnosed gastric cancer. The difference between the incidences of precancerous lesion in the two groups had no statistic significance (P > 0.05). CONCLUSIONS: The incidence and extent of gastric mucosal changes in schistosomiasis patients are higher and more serious than those in non-schistosomiasis patients, and gastrointestinal schistosomiasis is not related to gastric cancer.