Background Demyelinating peripheral neuropathy is characteristic of both polyneuropathy, organomegaly, endocrinopathy, M-protein, and skin changes (POEMS) syndrome and chronic inflammatory demyelinating polyneuropathy (CIDP). We hypothesized that the different pathogeneses underlying these entities would affect the sonographic imaging features. Purpose To investigate whether ultrasound (US)-based radiomic analysis could extract features to describe the differences between CIDP and POEMS syndrome. Material and Methods In this retrospective study, we evaluated nerve US images from 26 with typical CIDP and 34 patients with POEMS syndrome. Cross-sectional area (CSA) and echogenicity of the median and ulnar nerves were evaluated in each US image of the wrist, forearm, elbow, and mid-arm. Radiomic analysis was performed on these US images. All radiomic features were examined using receiver operating characteristic analysis. Optimal features were selected using a three-step feature selection method and were inputted into XGBoost to build predictive machine-learning models. Results The CSAs were more enlarged in patients with CIDP than in those with POEMS syndrome without significant differences, except for that of the ulnar nerve at the wrist. Nerve echogenicity was significantly more heterogeneous in patients with CIDP than in those with POEMS syndrome. The radiomic analysis yielded four features with the highest area under the curve (AUC) value of 0.83. The machine-learning model showed an AUC of 0.90. Conclusion US-based radiomic analysis has high AUC values in differentiating POEM syndrome from CIDP. Machine-learning algorithms further improved the discriminative ability.
Epstein-Barr virus–associated smooth muscle tumour (EBV-SMT) is a rare disease occurring in immunosuppressed patients, such as those with AIDS, post-transplantation immunodeficiency and congenital immunodeficiency. Intracranial EBV-SMT after solid organ transplantation has been reported. However, intracranial lesions after bone marrow transplantation are extremely rare. We report the case of a 47-year-old man with a history of acute myeloid leukaemia and bone marrow transplantation. He had symptoms of trigeminal neuralgia, and MRI revealed a left cavernous sinus tumour. He started taking oral gabapentin, but his symptoms did not improve. We performed transnasal endoscopic surgery. Postoperative MRI showed complete removal of the cavernous sinus lesion. Pathological examination showed spindle-shaped cells positive for smooth muscle markers and EBV-encoded small RNA in situ hybridisation. EBV-SMT was pathologically diagnosed. His symptoms improved after surgery. No tumour recurrence was noted on follow-up MRI after 15 months without adjuvant radiation or chemotherapy.
The most common genetic Creutzfeldt-Jakob disease (gCJD) in Japan is caused by a point mutation in which isoleucine replaces valine at codon 180 of the prion protein (
PrP
) gene (V180I gCJD). Evidence suggests that cerebral cortex swelling, which appears as abnormal hyperintensities on diffusion-weighted imaging (DWI), is a characteristic magnetic resonance imaging (MRI) finding of V180I gCJD. However, no study has directly compared the MRI findings between V180I gCJD and sporadic CJD (sCJD). The current study, therefore, aims to clarify the imaging features of V180I gCJD, which would lead to prompt genetic counselling and analysis of the
PrP
gene, particularly focusing on cerebral cortex swelling. We included 35 patients with sCJD (
n
= 23) or V180I gCJD (
n
= 12). Cerebral cortex swelling on T2-weighted imaging (T2WI) or fluid-attenuated inversion recovery (FLAIR) wherein abnormal cortical hyperintensities were observed on DWI, and the distribution of grey matter hyperintensities on DWI were visually evaluated. V180I gCJD patients had significantly more cerebral cortex swelling (100% vs. 13.0%,
p
< 0.001), an overall correct classification of 91.4%, and parahippocampal gyrus hyperintensities on DWI (100% vs. 39.1%,
q
= 0.019) than sCJD patients. Cerebral cortical hyperintensities on DWI with swelling on T2WI or FLAIR are characteristic imaging findings of V180I gCJD and are useful for differentiating it from sCJD.
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