BMC Med Inform Decis Mak
April 2023
Objectives: This research was designed to compare the ability of different machine learning (ML) models and nomogram to predict distant metastasis in male breast cancer (MBC) patients and to interpret the optimal ML model by SHapley Additive exPlanations (SHAP) framework.
Methods: Four powerful ML models were developed using data from male breast cancer (MBC) patients in the SEER database between 2010 and 2015 and MBC patients from our hospital between 2010 and 2020. The area under curve (AUC) and Brier score were used to assess the capacity of different models.
Purpose: Little is known about the prognostic value of androgen receptor (AR) status in mammary Paget's disease (MPD). The purpose of this study was to explore AR status and the distribution of molecular subtypes in MPD as well as the relationship between AR expression and clinicopathological factors and to evaluate its prognostic value.
Methods: We analyzed 170 MPD patients of varying subtypes.
Circular RNAs (circRNAs) have been identified play a vital role in various different types of cancer via sponging miRNAs (microRNAs). However, their role in lung adenocarcinoma (LUAD) remains largely unclear. In this study, we systematically characterized the circRNA expression profiles in the LUAD cancer tissues and paired adjacent non-cancerous tissues.
View Article and Find Full Text PDFBackground: Long non-coding RNAs (lncRNAs) are tumor-associated biological molecules and have been found to be implicated in the progression of colorectal cancer (CRC). This study aims to examine the effects of lncRNA RP11-468E2.5 and its target genes (STAT5 and STAT6) on the biological activities of CRC cells via the Janus kinase-signal transducer and activator of transcription (JAK/STAT) signaling pathway.
View Article and Find Full Text PDFPurpose: This study aims to investigate the expression and clinical significance of p190RhoGAP, a member of the RhoGAP family, in colorectal cancer (CRC).
Methods: The expression p190RhoGAP was detected by RT-PCR, western blot (WB) and immunohistochemistry (IHC) in 14 paired CRCs and matched non-cancerous mucosal tissues. The protein content of p190RhoGAP was identified in 114 CRCs by IHC.
Int J Biol Macromol
April 2013
Purpose: A large list of microRNAs (miRNAs) which may play important roles in the tumorigenesis of colorectal cancer (CRC) were generated recently. The purpose of our study is to analyze the synergistic regulations among miRNAs which were differentially expressed in tumorigenesis of CRC.
Methods: In this study, we downloaded the miRNA microarray and gene expression microarray of CRC from Gene Expression Omnibus (GEO), and identified the differentially expressed miRNAs (DE-miRNAs) and genes (DEGs) in cancer tissues compared with normal controls.
Zhonghua Wei Chang Wai Ke Za Zhi
March 2008
Objective: To investigate the resection range of mesorectum and rectum below the inferior margin of tumor for the total mesorectum excision (TME) in middle-low rectal cancer.
Methods: Sixty patients were enrolled in the study. After TME operation, serial 5 mm interval sections were made in specimens of middle-low rectal cancer.