Background Preoperative prediction of pancreatic cystic neoplasm (PCN) differentiation has significant value for the implementation of personalized diagnosis and treatment plans. This study aimed to build radiomics deep learning (DL) models using computed tomography (CT) data for the preoperative differential diagnosis of common cystic tumors of the pancreas. Methods Clinical and CT data of 193 patients with PCN were collected for this study. Among these patients, 99 were pathologically diagnosed with pancreatic serous cystadenoma (SCA), 55 were diagnosed with mucinous cystadenoma (MCA) and 39 were diagnosed with intraductal papillary mucinous neoplasm (IPMN). The regions of interest (ROIs) were obtained based on manual image segmentation of CT slices. The radiomics and radiomics-DL models were constructed using support vector machines (SVMs). Moreover, based on the fusion of clinical and radiological features, the best combined feature set was obtained according to the Akaike information criterion (AIC) analysis. Then the fused model was constructed using logistic regression. Results For the SCA differential diagnosis, the fused model performed the best and obtained an average area under the curve (AUC) of 0.916. It had a best feature set including position, polycystic features (≥6), cystic wall calcification, pancreatic duct dilatation and radiomics-DL score. For the MCA and IPMN differential diagnosis, the fused model with AUC of 0.973 had a best feature set including age, communication with the pancreatic duct and radiomics score. Conclusions The radiomics, radiomics-DL and fused models based on CT images have a favorable differential diagnostic performance for SCA, MCA and IPMN. These findings may be beneficial for the exploration of individualized management strategies.
Rationale: Gestational trophoblastic neoplasia (GTN) located in the cesarean scar is a rare disease that has imaging appearances similar to those of an exogenous scar incision pregnancy and is often misdiagnosed due to insufficient clinical experience. Patient concerns: We report 2 cases of uterine cesarean scar mass. Two patients with different diagnoses had similar clinical complaints as abnormal vaginal bleeding, enlargement of uterus isthmus by physical examination, and mixed echo mass in uterine low segment by ultrasound examination; however, their magnetic resonance imaging images showed very different features. Diagnoses: One patient was diagnosed with cesarean scar pregnancy (CSP) and one patient was diagnosed with cesarean scar GTN. Interventions: The CSP patient underwent surgery by laparoscopy combined with hysteroscopy after uterine artery embolism and obtained pathological confirmation. The GTN patient received chemotherapy. Outcomes: For the CSP patient, her serum β-human chorionic gonadotropin (hCG) concentration returned to normal 2 weeks later, and B-ultrasound showed that the niche was completely repaired 3 months after the operation. The intrauterine lesions of the GTN patient disappeared completely 3 months after serum β-hCG normalization. And her β-hCG was normal at all follow-up visits until now. Lessons: Clinicians should consider GTN when identifying masses at scar incision sites. Magnetic resonance imaging images improve the understanding of the imaging features in patients suspected of having CSP/GTN.
Background: Microvascular invasion (MVI) is a histological factor that is closely related to the early recurrence of hepatocellular carcinoma (HCC) after resection. To investigate whether the preoperative risk factors based on MVI status can be used to estimate early recurrence of HCC after resection.Methods: Between January 2018 to March 2021, a total of 108 patients with surgically treated single HCC was retrospectively included in our study. Fifty-one patients were pathologically confirmed with MVI and 57 patients were absent of MVI. Univariate and multivariate logistic regression analysis of preoperative laboratory and magnetic resonance imaging (MRI) features were used to screen noninvasive risk factors in association with MVI in HCC. A risk score based on the odds ratio (OR) values of MVI-related risk factors was calculated to estimate the early recurrence after resection of HCC. Results: In multivariate logistic regression analysis, tumor size>2cm (P=0.024, OR=3.05, 95% CI:1.19-11.13), PIVKA-Ⅱ >32 mAU/ml (P=0.001, OR=4.13, 95% CI:1.23-11.38), irregular tumor margin (P=0.018, OR=3.10, 95% CI:1.16-8.31) and ADC <1007 ×10-3mm2/s (P=0.035, OR=2.27, 95% CI:1.14-7.71) were independent risk factors correlated to MVI in HCC. Risk scores of patients were calculated and were then categorized into high, moderate and low risk levels. In multivariate cox survival analysis, only high risk score of MVI was an independent risk factor of early recurrence (P=0.026, OR=1.86, 95% CI:1.08-3.22), with a sensitivity and specificity of 0.52, 0.88, respectively.Conclusions: A risk score based on MVI status can help stratify patients in high risk of early recurrence after resection of HCC.
Myocardial metastasis of nasopharyngeal carcinoma (NPC) is rarely reported in the literature. Some autopsy studies found metastases in more than 10% of cases with malignant neoplasm. However, patients are often diagnosed during the postmortem because myocardial metastasis is often asymptomatic, and its Cardiac complications tend to be severe and fatal. Patients with Cardiac metastases are often treated with chemotherapy or surgical intervention, although the prognosis is poor. Immunotherapy with anti-programmed cell death receptor-1 or ligand-1 (PD-1 or PD-L1) inhibitors has recently been reported to be therapeutically significant in multiple cancers, including melanoma, nonsmall cell lung cancer, and NPC, but the treatment of myocardial metastasis of NPC has not been reported. This study described the case of a 50-year-old male patient who presented initially with NPC and received radiotherapy as first-line therapy. For 20 years, he had recurrent Cardiac metastasis of NPC. The pathological examination suggested tPD-L1 expression. Therefore, off-label sintilimab (200 mg every 21 days) was administered. After 10 cycles of treatment, myocardial metastasis shrank and the enlarged mediastinal lymph nodes disappeared. This case report demonstrated that Cardiac metastasis of NPC expressing PD-L1 might have a sustained response to PD-L1 inhibitor–directed therapy.
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