Combined molecular and mathematical analysis of long noncoding RNAs expression in fine needle aspiration biopsies as novel tool for early diagnosis of thyroid cancer
Purpose In presence of indeterminate lesions by fine needle aspiration (FNA), thyroid cancer cannot always be easily diagnosed by conventional cytology. As a consequence, unnecessary removal of thyroid gland is performed in patients without cancer based on the lack of optimized diagnostic criteria. Aim of this study is identifying a molecular profile based on long noncoding RNAs (lncRNAs) expression capable to discriminate between benign and malignant nodules. Methods Patients were subjected to surgery (n = 19) for cytologic suspicious thyroid nodules or to FNA biopsy (n = 135) for thyroid nodules suspicious at ultrasound. Three thyroid-specific genes (TG, TPO, and NIS), six cancer-associated lncRNAs (MALAT1, NEAT1, HOTAIR, H19, PVT1, MEG3), and two housekeeping genes (GAPDH and P0) were analyzed using Droplet Digital PCR (ddPCR). Results Based on higher co-expression in malignant (n = 11) but not in benign (n = 8) nodules after surgery, MALAT1, PVT1 and HOTAIR were selected as putative cancer biomarkers to analyze 135 FNA samples. Cytological and histopathological data from a subset of FNA patients (n = 34) were used to define a predictive algorithm based on a Naive Bayes classifier using co-expression of MALAT1, PVT1, HOTAIR, and cytological class. This classifier exhibited a significant separation capability between malignant and benign nodules (P < 0.0001) as well as both rule in and rule out test potential with an accuracy of 94.12% and a negative predictive value (NPV) of 100% and a positive predictive value (PPV) of 91.67%. Conclusions ddPCR analysis of selected lncRNAs in FNA biopsies appears a suitable molecular tool with the potential of improving diagnostic accuracy.
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Korea Univ, Guro Hosp, Dept Radiol, Seoul, South KoreaKorea Univ, Guro Hosp, Dept Radiol, Seoul, South Korea
Ryoo, Inseon
Kwon, Hyuknam
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Seoul Natl Univ, Nat Prod Res Inst, Coll Pharm, Seoul, South KoreaKorea Univ, Guro Hosp, Dept Radiol, Seoul, South Korea
Kwon, Hyuknam
Kim, Soo Chin
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Seoul Natl Univ, Healthcare Syst Gangnam Ctr, Dept Radiol, Seoul, South KoreaKorea Univ, Guro Hosp, Dept Radiol, Seoul, South Korea
Kim, Soo Chin
Jung, Seung Chai
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Univ Ulsan, Coll Med, Asan Med Ctr, Dept Radiol, Seoul, South Korea
Univ Ulsan, Coll Med, Asan Med Ctr, Res Inst Radiol, Seoul, South KoreaKorea Univ, Guro Hosp, Dept Radiol, Seoul, South Korea
Jung, Seung Chai
Yeom, Jeong A.
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Pusan Natl Univ, Yangsan Hosp, Dept Radiol, Yangsan, South KoreaKorea Univ, Guro Hosp, Dept Radiol, Seoul, South Korea
Yeom, Jeong A.
Shin, Hwa Seon
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Gyeongsang Natl Univ, Sch Med, Gyeongsang Natl Univ Hosp, Dept Radiol, Jinju, South KoreaKorea Univ, Guro Hosp, Dept Radiol, Seoul, South Korea
Shin, Hwa Seon
Cho, Hye Rim
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Seoul Natl Univ Hosp, Coll Med, Dept Radiol, Seoul, South Korea
Inst for Basic Sci Korea, Ctr Nanoparticle Res, Seoul, South KoreaKorea Univ, Guro Hosp, Dept Radiol, Seoul, South Korea
Cho, Hye Rim
Yun, Tae Jin
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Seoul Natl Univ Hosp, Coll Med, Dept Radiol, Seoul, South KoreaKorea Univ, Guro Hosp, Dept Radiol, Seoul, South Korea
Yun, Tae Jin
Choi, Seung Hong
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Seoul Natl Univ Hosp, Coll Med, Dept Radiol, Seoul, South KoreaKorea Univ, Guro Hosp, Dept Radiol, Seoul, South Korea
Choi, Seung Hong
Sohn, Chul-Ho
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Seoul Natl Univ Hosp, Coll Med, Dept Radiol, Seoul, South KoreaKorea Univ, Guro Hosp, Dept Radiol, Seoul, South Korea
Sohn, Chul-Ho
Park, Sunghyouk
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Seoul Natl Univ, Nat Prod Res Inst, Coll Pharm, Seoul, South KoreaKorea Univ, Guro Hosp, Dept Radiol, Seoul, South Korea
Park, Sunghyouk
Kim, Ji-hoon
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Seoul Natl Univ Hosp, Coll Med, Dept Radiol, Seoul, South KoreaKorea Univ, Guro Hosp, Dept Radiol, Seoul, South Korea