Combined molecular and mathematical analysis of long noncoding RNAs expression in fine needle aspiration biopsies as novel tool for early diagnosis of thyroid cancer

被引:20
|
作者
Possieri, C. [1 ]
Locantore, P. [2 ,3 ]
Salis, C. [3 ]
Bacci, L. [3 ]
Aiello, A. [1 ]
Fadda, G. [2 ,3 ]
De Crea, C. [2 ,3 ]
Raffaelli, M. [2 ,3 ]
Bellantone, R. [2 ,3 ]
Grassi, C. [2 ,3 ]
Strigari, L. [4 ]
Farsetti, A. [1 ]
Pontecorvi, A. [2 ,3 ]
Nanni, S. [2 ,3 ]
机构
[1] CNR IASI, Rome, Italy
[2] Fdn Policlin Univ A Gemelli IRCCS, Rome, Italy
[3] Univ Cattolica Sacro Cuore, Rome, Italy
[4] Policlin S Orsola, Bologna, Italy
关键词
Thyroid cancer; FNAs; Naive Bayes; ddPCR; Cancer biomarkers; Diagnosis; CARCINOMA; CLASSIFICATION; NODULES; IMAGES;
D O I
10.1007/s12020-020-02508-w
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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.
引用
收藏
页码:711 / 720
页数:10
相关论文
共 34 条
  • [21] Analytical and clinical validation of pairwise microRNA expression analysis to identify medullary thyroid cancer in thyroid fine-needle aspiration samples
    Ciarletto, Andrea M.
    Narick, Christina
    Malchoff, Carl D.
    Massoll, Nicole A.
    Labourier, Emmanuel
    Haugh, Keith
    Mireskandari, Alidad
    Finkelstein, Sydney D.
    Kumar, Gyanendra
    CANCER CYTOPATHOLOGY, 2021, 129 (03) : 239 - 249
  • [22] MOLECULAR GENETIC-ANALYSIS IN THE DIAGNOSIS OF LYMPHOMA IN FINE NEEDLE ASPIRATION BIOPSIES .1. LYMPHOMAS VERSUS BENIGN LYMPHOPROLIFERATIVE DISORDERS
    LUBINSKI, J
    CHOSIA, M
    HUEBNER, K
    ANALYTICAL AND QUANTITATIVE CYTOLOGY AND HISTOLOGY, 1988, 10 (06): : 391 - 398
  • [23] Fine-needle aspiration biopsy-RT-PCR expression analysis of prothymosin α and parathymosin in thyroid:: novel proliferation markers?
    Letsas, Konstantinos P.
    Vartholomatos, George
    Tsepi, Christina
    Tsatsoulis, Agathocles
    Frangou-Lazaridis, Maria
    NEOPLASMA, 2007, 54 (01) : 57 - 61
  • [24] MOLECULAR GENETIC-ANALYSIS IN THE DIAGNOSIS OF LYMPHOMA IN FINE NEEDLE ASPIRATION BIOPSIES .2. LYMPHOMAS VERSUS NONLYMPHOID MALIGNANT-TUMORS
    LUBINSKI, J
    CHOSIA, M
    HUEBNER, K
    ANALYTICAL AND QUANTITATIVE CYTOLOGY AND HISTOLOGY, 1988, 10 (06): : 399 - 404
  • [25] Washout CYFRA 21-1: A tool to improve diagnostic accuracy of fine needle aspiration in the diagnosis of metastatic lymph nodes in papillary thyroid cancer
    Huang, Changwen
    Ge, Qiangqiang
    Wang, Qian
    Ye, Liyuan
    Gong, Yuejiang
    HELIYON, 2024, 10 (11)
  • [26] Early detection of occult thyroid cancer metastases in small cervical lymph node by genetic analysis of fine-needle aspiration specimens
    Lee, MT
    Lin, SY
    Yang, HJ
    Lee, TI
    Lin, HD
    Tang, KT
    JOURNAL OF OTOLARYNGOLOGY, 2000, 29 (05): : 322 - 326
  • [27] Tumor-Derived Exosomal RNA From Fine-Needle Aspiration Supernatant as a Novel Liquid Biopsy for Molecular Diagnosis of Cancer
    Li, Guorong
    Liu, Dongdong
    Flandrin, Pascale
    Zhang, Yang
    Lambert, Claude
    Mallouk, Nora
    Cottier, Michele
    PATHOLOGY & ONCOLOGY RESEARCH, 2022, 28
  • [28] The value of combined application of ultrasound-guided fine needle aspiration cytology and thyroglobulin measurement for the diagnosis of cervical lymph node metastases from thyroid cancer
    Shi, Jia-hong
    Xu, Ying-ying
    Pan, Qi-zheng
    Sui, Guo-qing
    Zhou, Jian-ping
    Wang, Hui
    PAKISTAN JOURNAL OF MEDICAL SCIENCES, 2015, 31 (05) : 1152 - 1155
  • [29] ACHIEVING TISSUE DIAGNOSIS, STAGING AND MOLECULAR ANALYSIS OF LUNG CANCER WITH ENDOBRONCHIAL ULTRASOUND- FINE NEEDLE ASPIRATION (EBUS-FNA)
    Erkmen, Cherie P.
    Stanifer, Bryan P.
    Padmanabhan, Vijayalakshmi
    Kopar, Piroska K.
    Mcgowan, Anne K.
    Tilluckdharry, Lisa O.
    Rigas, James R.
    Dragnev, Konstantin H.
    Delong, Peter A.
    JOURNAL OF THORACIC ONCOLOGY, 2011, 6 (06) : S1155 - S1156
  • [30] Fine-needle aspiration molecular analysis for the diagnosis of papillary thyroid carcinoma through BRAFV600E mutation and RET/PTC rearrangement
    Pizzolanti, Giuseppe
    Russo, Leonardo
    Richiusa, Pierina
    Bronte, Vincenzo
    Nuara, Rosa Bianca
    Rodolico, Vito
    Amato, Marco C.
    Smeraldi, Lucia
    Sisto, Pasqua S.
    Nucera, Miriam
    Bommarito, Alessandra
    Citarrella, Roberto
    Lo Coco, Renato
    Cabibi, Daniela
    Lo Coco, Alessio
    Frasca, Francesco
    Gulotta, Gaspare
    Latteri, Mario A.
    Modica, Giuseppe
    Galluzzo, Aldo
    Giordano, Carla
    THYROID, 2007, 17 (11) : 1109 - 1115