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Histogram Analysis of Diffusion-Weighted Magnetic Resonance Imaging as a Biomarker to Predict Lymph Node Metastasis in T3 Stage Rectal Carcinoma

Jin Li, Yang Zhou, Xinxin Wang, Yanyan Yu, Xueyan Zhou, Kuan Luan

2021Cancer Management and Research19 citationsDOIOpen Access PDF

Abstract

PURPOSE: This study investigated the predictive value of apparent diffusion coefficient (ADC) histogram parameters of the primary tumor for regional lymph node metastasis (LNM) in pathological T3 stage rectal cancer. PATIENTS AND METHODS: We retrospectively studied 175 patients with T3 stage rectal cancer who underwent preoperative MRI, including diffusion-weighted imaging, between January 2015 and October 2017. Based on pathological analysis of surgical specimens, 113 patients were classified into the LN- group and 62 in the LN+ group. We analyzed clinical data, radiological characteristics and histogram parameters derived from ADC maps. Then, receiver operating characteristic curve (ROC) analyses were generated to determine the best diagnostic performance. RESULTS: ), coefficient of variation (CV) (p=0.040, cutoff=0.249) of the ADC map, carbohydrate antigen 199, and N stage with magnetic resonance (mrN stage) were independent factors for LNM. Combining these factors yielded the best diagnostic performance, with the area under the ROC curve of 0.838, 72.9% sensitivity, 79.1% specificity, 65.2% positive predictive value, and 84.5% negative predictive value. CONCLUSION: and CV <0.249, the ADC improved the diagnostic performance of LNM in T3 stage rectal cancer, which could assist surgeons with neoadjuvant chemoradiotherapy.

Topics & Concepts

MedicineReceiver operating characteristicStage (stratigraphy)Colorectal cancerMagnetic resonance imagingEffective diffusion coefficientRadiologyLymph nodeT-stageDiffusion MRICutoffPathologicalCancerNuclear medicinePathologyInternal medicineBiologyPaleontologyQuantum mechanicsPhysicsColorectal Cancer Surgical TreatmentsMRI in cancer diagnosisRadiomics and Machine Learning in Medical Imaging
Histogram Analysis of Diffusion-Weighted Magnetic Resonance Imaging as a Biomarker to Predict Lymph Node Metastasis in T3 Stage Rectal Carcinoma | Litcius