Kosin Medical Journal

Original article

Preliminary data on Computed Tomography-based radiomics for predicting programmed death ligand 1 expression in urothelial carcinoma: Chang Mu Lee, Seung Baek Hong, Nam Kyung Lee, Hong Koo Ha, Kyung Hwan Kim, Byeong Jin Kang, Suk Kim, Ja Yoon Ku; Received January 5, 2024 Accepted May 22, 2024 Published online July 18, 2024; DOI: https://doi.org/10.7180/kmj.24.103 [Epub ahead of print]

33 View
2 Download

Abstract PDF Supplementary Material PubReader ePub: Background
Programmed death ligand 1 (PD-L1) expression cannot currently be predicted through radiological findings. This study aimed to develop a prediction model capable of differentiating between positive and negative PD-L1 expression through a radiomics-based investigation of computed tomography (CT) images in patients with urothelial carcinoma.
Methods
Sixty-four patients with urothelial carcinoma who underwent immunohistochemical testing for PD-L1 were retrospectively reviewed. The number of patients in the positive and negative PD-L1 groups (PD-L1 expression >5%) was 14 and 50, respectively. CT images obtained 90 seconds after contrast medium administration were selected for radiomic extraction. For all tumors, 1,691 radiomic features were extracted from CT using a manually segmented three-dimensional volume of interest. Univariate and multivariate logistic regression analyses were performed to identify radiomic features that were significant predictors of PD-L1 expression. For the radiomics-based model, a receiver operating characteristic (ROC) analysis was performed.
Results
Among 64 patients, 14 were included in the PD-L1 positive group. Logistic regression analysis found that the following radiomic features significantly predicted PD-L1 expression: wavelet-low-pass, low-pass, and high-pass filters (LLH)_gray-level size-zone matrix (GLSZM)_SmallAreaEmphasis, wavelet-LLH_firstorder_Energy, log-sigma-0-5-mm-3D_GLSZM_SmallAreaHighGrayLevelEmphasis, original_shape_Maximum2DDiameterColumn, wavelet-low-pass, low-pass, and low-pass filters (LLL)_gray-level run-length matrix (GLRLM)_ShortRunEmphasis, and exponential_firstorder_Kurtosis. The radiomics signature was –4.0934+21.6224 (wavelet-LLH_GLSZM_SmallAreaEmphasis)+0.0044 (wavelet-LLH_firstorder_Energy)–4.7389 (log-sigma-0-5-mm-3D_GLSZM_SmallAreaHighGrayLevelEmphasis)+0.0573 (original_shape_Maximum2DDiameterColumn)–29.5892 (wavelet-LLL_GLRLM_ShortRunEmphasis)–0.4324 (exponential_firstorder_Kurtosis). The area under the ROC curve model representing the radiomics signature for differentiating cases that were deemed PD-L1 positive based on immunohistochemistry was 0.96.
Conclusions
This preliminary radiomics model derived from contrast-enhanced CT predicted PD-L1 positivity in patients with urothelial cancer.

Case reports

Squamous cell carcinoma of the pancreas with a pancreatic intraductal papillary mucinous neoplasm: a case report: Nam Kyung Lee; Kosin Med J. 2024;39(1):71-74. Published online August 17, 2023; DOI: https://doi.org/10.7180/kmj.23.123

1,641 View
17 Download
1 Citations

Squamous cell carcinoma (SCC) of the pancreas is very rare. No reports have described SCC accompanied by intraductal papillary mucinous neoplasm (IPMN) of the pancreas. This report presents the first known case of SCC with IPMN of the pancreas in a 71-year-old man, with a focus on radiologic findings. Here, the imaging features of SCC with IPMN of the pancreas were similar to those of IPMN of the pancreas with high-risk stigmata features.

Citations

Citations to this article as recorded by

Invasive squamous cell carcinoma arising from an intraductal oncocytic papillary neoplasm demonstrating shared ATP1B1::PRKACA gene fusion
Wai Szeto, Safa Alshaikh, Javier A. Arias-Stella, Yuman Fong, Rifat Mannan
Human Pathology Reports.2024; 37: 300745. CrossRef

A rare case of pure-type embryonal carcinoma in a 75-year-old woman mimicking epithelial ovarian carcinoma: Hyun Been Jo, Eun Taeg Kim, Nam Kyung Lee, Kyung Un Choi, Eon Jin Kim, Yun Joo Shin, Ki Hyung Kim, Dong Soo Suh; Kosin Med J. 2022;37(3):249-254. Published online June 16, 2022; DOI: https://doi.org/10.7180/kmj.22.026

2,397 View
44 Download

Abstract PDF PubReader ePub: Embryonal carcinoma, a very rare ovarian germ cell tumor, involves pure and mixed phenotypes. Pure-type embryonal carcinoma has never been reported in postmenopausal women. The current case was, thus, misdiagnosed as an epithelial ovarian carcinoma based on radiologic findings. Herein, we describe the case of ovarian embryonal carcinoma in a 75-year-old woman along with a literature review. Magnetic resonance imaging findings were suggestive of epithelial ovarian malignancy associated with endometrioma, including ureteral invasion. The patient underwent complete surgical staging, and a pathologic diagnosis of pure-type embryonal carcinoma was made. The patient’s postoperative course was uneventful, and adjuvant chemotherapy was administered. Embryonal carcinoma in the postmenopausal woman is a clinical challenge owing to the possibility of its misdiagnosis as epithelial ovarian carcinoma. To the best of our knowledge, this is the first report of pure-type ovarian embryonal carcinoma in a postmenopausal woman, with a description of the clinicopathologic characteristics and review of the relevant literature.

First
Prev
Page of 1
Next
Last

Search