TY - JOUR
T1 - A nomogram for predicting malignancy in thyroid nodules diagnosed as atypia of undetermined significance/follicular lesions of undetermined significance on fine needle aspiration
AU - Yoon, Jung Hyun
AU - Lee, Hye Sun
AU - Kim, Eun Kyung
AU - Moon, Hee Jung
AU - Kwak, Jin Young
PY - 2014/6
Y1 - 2014/6
N2 - Background We hypothesized that a nomogram constructed of clinical and imaging variables could be applied to predicting the risk of malignancy in thyroid nodules diagnosed as atypia of undetermined significance/follicular lesions of undetermined significance (AUS/FLUS) on ultrasonographic fine-needle aspiration (US-FNA). Methods This retrospectively designed study included 393 thyroid nodules in 392 patients (mean age, 49 ± 12 years), which were diagnosed as AUS/FLUS with US-FNA during the study period. Medical records, US images, and cytopathology results were reviewed and analyzed. The 393 thyroid nodules were divided into training and validation sets. Logistic regression analysis was performed to predict the probability of malignancy, and nomograms were constructed using the training set and subsequently applied to the validation set. Results Three sets of nomograms were constructed separately using clinical factors and (1) individual US features; (2) final assessment of US; and (3) the number of suspicious US features. All 3 sets of nomograms built were proven accurate and discriminative, these nomograms had an area under the receiver operating characteristic curve (AUC) of 0.817 (95% confidence interval [CI], 0.757-0.877) when using clinical factors and individual US features, an AUC of 0.769 (95% CI, 0.705-0.833) wen using final assessment, and an AUC of 0.779 (95% CI, 0.718-0.840) when using the number of suspicious US features. The AUC of each validation set was 0.754 (95% CI, 0.659-0.850), 0.757 (95% CI, 0.661-0.853), and 0.721 (95% CI, 0.621-0.820), respectively. Conclusion Nomograms constructed in our study using US can be utilized in predicting the probability of malignancy in thyroid nodules diagnosed as AUS/FLUS on US-FNA, and may help in selecting patients who are at high risk for malignancy.
AB - Background We hypothesized that a nomogram constructed of clinical and imaging variables could be applied to predicting the risk of malignancy in thyroid nodules diagnosed as atypia of undetermined significance/follicular lesions of undetermined significance (AUS/FLUS) on ultrasonographic fine-needle aspiration (US-FNA). Methods This retrospectively designed study included 393 thyroid nodules in 392 patients (mean age, 49 ± 12 years), which were diagnosed as AUS/FLUS with US-FNA during the study period. Medical records, US images, and cytopathology results were reviewed and analyzed. The 393 thyroid nodules were divided into training and validation sets. Logistic regression analysis was performed to predict the probability of malignancy, and nomograms were constructed using the training set and subsequently applied to the validation set. Results Three sets of nomograms were constructed separately using clinical factors and (1) individual US features; (2) final assessment of US; and (3) the number of suspicious US features. All 3 sets of nomograms built were proven accurate and discriminative, these nomograms had an area under the receiver operating characteristic curve (AUC) of 0.817 (95% confidence interval [CI], 0.757-0.877) when using clinical factors and individual US features, an AUC of 0.769 (95% CI, 0.705-0.833) wen using final assessment, and an AUC of 0.779 (95% CI, 0.718-0.840) when using the number of suspicious US features. The AUC of each validation set was 0.754 (95% CI, 0.659-0.850), 0.757 (95% CI, 0.661-0.853), and 0.721 (95% CI, 0.621-0.820), respectively. Conclusion Nomograms constructed in our study using US can be utilized in predicting the probability of malignancy in thyroid nodules diagnosed as AUS/FLUS on US-FNA, and may help in selecting patients who are at high risk for malignancy.
UR - http://www.scopus.com/inward/record.url?scp=84901625384&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84901625384&partnerID=8YFLogxK
U2 - 10.1016/j.surg.2013.12.035
DO - 10.1016/j.surg.2013.12.035
M3 - Article
C2 - 24630147
AN - SCOPUS:84901625384
SN - 0039-6060
VL - 155
SP - 1006
EP - 1013
JO - Surgery
JF - Surgery
IS - 6
ER -