Ultrasound texture analysis: Association with lymph node metastasis of papillary thyroid microcarcinoma.

This retrospective study aimed to evaluate whether ultrasound texture analysis is useful to predict lymph node metastasis in patients with papillary thyroid microcarcinoma (PTMC). This study was approved by the Institutional Review Board, and the need to obtain informed consent was waived. Between M...

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Main Authors: Soo-Yeon Kim, Eunjung Lee, Se Jin Nam, Eun-Kyung Kim, Hee Jung Moon, Jung Hyun Yoon, Kyung Hwa Han, Jin Young Kwak
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5395228?pdf=render
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spelling doaj-6fe216f2e31d43f380cc9446e29c3be92020-11-25T02:02:56ZengPublic Library of Science (PLoS)PLoS ONE1932-62032017-01-01124e017610310.1371/journal.pone.0176103Ultrasound texture analysis: Association with lymph node metastasis of papillary thyroid microcarcinoma.Soo-Yeon KimEunjung LeeSe Jin NamEun-Kyung KimHee Jung MoonJung Hyun YoonKyung Hwa HanJin Young KwakThis retrospective study aimed to evaluate whether ultrasound texture analysis is useful to predict lymph node metastasis in patients with papillary thyroid microcarcinoma (PTMC). This study was approved by the Institutional Review Board, and the need to obtain informed consent was waived. Between May and July 2013, 361 patients (mean age, 43.8 ± 11.3 years; range, 16-72 years) who underwent staging ultrasound (US) and subsequent thyroidectomy for conventional PTMC ≤ 10 mm between May and July 2013 were included. Each PTMC was manually segmented and its histogram parameters (Mean, Standard deviation, Skewness, Kurtosis, and Entropy) were extracted with Matlab software. The mean values of histogram parameters and clinical and US features were compared according to lymph node metastasis using the independent t-test and Chi-square test. Multivariate logistic regression analysis was performed to identify the independent factors associated with lymph node metastasis. Tumors with lymph node metastasis (n = 117) had significantly higher entropy compared to those without lymph node metastasis (n = 244) (mean±standard deviation, 6.268±0.407 vs. 6.171±.0.405; P = .035). No additional histogram parameters showed differences in mean values according to lymph node metastasis. Entropy was not independently associated with lymph node metastasis on multivariate logistic regression analysis (Odds ratio, 0.977 [95% confidence interval (CI), 0.482-1.980]; P = .949). Younger age (Odds ratio, 0.962 [95% CI, 0.940-0.984]; P = .001) and lymph node metastasis on US (Odds ratio, 7.325 [95% CI, 3.573-15.020]; P < .001) were independently associated with lymph node metastasis. Texture analysis was not useful in predicting lymph node metastasis in patients with PTMC.http://europepmc.org/articles/PMC5395228?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Soo-Yeon Kim
Eunjung Lee
Se Jin Nam
Eun-Kyung Kim
Hee Jung Moon
Jung Hyun Yoon
Kyung Hwa Han
Jin Young Kwak
spellingShingle Soo-Yeon Kim
Eunjung Lee
Se Jin Nam
Eun-Kyung Kim
Hee Jung Moon
Jung Hyun Yoon
Kyung Hwa Han
Jin Young Kwak
Ultrasound texture analysis: Association with lymph node metastasis of papillary thyroid microcarcinoma.
PLoS ONE
author_facet Soo-Yeon Kim
Eunjung Lee
Se Jin Nam
Eun-Kyung Kim
Hee Jung Moon
Jung Hyun Yoon
Kyung Hwa Han
Jin Young Kwak
author_sort Soo-Yeon Kim
title Ultrasound texture analysis: Association with lymph node metastasis of papillary thyroid microcarcinoma.
title_short Ultrasound texture analysis: Association with lymph node metastasis of papillary thyroid microcarcinoma.
title_full Ultrasound texture analysis: Association with lymph node metastasis of papillary thyroid microcarcinoma.
title_fullStr Ultrasound texture analysis: Association with lymph node metastasis of papillary thyroid microcarcinoma.
title_full_unstemmed Ultrasound texture analysis: Association with lymph node metastasis of papillary thyroid microcarcinoma.
title_sort ultrasound texture analysis: association with lymph node metastasis of papillary thyroid microcarcinoma.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2017-01-01
description This retrospective study aimed to evaluate whether ultrasound texture analysis is useful to predict lymph node metastasis in patients with papillary thyroid microcarcinoma (PTMC). This study was approved by the Institutional Review Board, and the need to obtain informed consent was waived. Between May and July 2013, 361 patients (mean age, 43.8 ± 11.3 years; range, 16-72 years) who underwent staging ultrasound (US) and subsequent thyroidectomy for conventional PTMC ≤ 10 mm between May and July 2013 were included. Each PTMC was manually segmented and its histogram parameters (Mean, Standard deviation, Skewness, Kurtosis, and Entropy) were extracted with Matlab software. The mean values of histogram parameters and clinical and US features were compared according to lymph node metastasis using the independent t-test and Chi-square test. Multivariate logistic regression analysis was performed to identify the independent factors associated with lymph node metastasis. Tumors with lymph node metastasis (n = 117) had significantly higher entropy compared to those without lymph node metastasis (n = 244) (mean±standard deviation, 6.268±0.407 vs. 6.171±.0.405; P = .035). No additional histogram parameters showed differences in mean values according to lymph node metastasis. Entropy was not independently associated with lymph node metastasis on multivariate logistic regression analysis (Odds ratio, 0.977 [95% confidence interval (CI), 0.482-1.980]; P = .949). Younger age (Odds ratio, 0.962 [95% CI, 0.940-0.984]; P = .001) and lymph node metastasis on US (Odds ratio, 7.325 [95% CI, 3.573-15.020]; P < .001) were independently associated with lymph node metastasis. Texture analysis was not useful in predicting lymph node metastasis in patients with PTMC.
url http://europepmc.org/articles/PMC5395228?pdf=render
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