Abstract
Since US is not easily reproducible, the digital image analysis (IA) has been proposed so that the image evaluation is not subjective. In fact, IA meets the criteria of objectivity, accurateness, and reproducibility by a matrix of pixels whose value is displayed in a gray level. This study aims at evaluating via IA the tissue surrounding a thyroid nodule (backyard tissue, BT) from goitres with benign (b-BT) and malignant (m-BT) lesions. Sixty-nine US images of thyroid nodules surrounded by adequate thyroid tissue was classified as normoechoic and homogeneous were enrolled as study group. Forty-three US images from normal thyroid (NT) glands were included as controls. Digital images of 800 × 652 pixels were acquired at a resolution of eight bits with a 256 gray levels depth. By one-way ANOVA, the 43 NT glands were not statistically different (P = 0.91). Mean gray level of normal glands was significantly higher than b-BT (P = 0.026), and m-BT (P = 0.0001), while no difference was found between b-BT and m-BT (P = 0.321). NT tissue boundary external to the nodule was found at 6.0 ± 0.5 mm in cancers and 4.0 ± 0.5 mm in benignancies (P = 0.001). These data should indicate that the tissue surrounding a thyroid nodule may be damaged even when assessed as normal by US. This is of interest to investigate the extranodular effects of thyroid tumors.
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References
W. Blank, B. Braun, Sonography of the thyroid—part 1. Ultraschall Med. 28, 554–568 (2007)
W. Blank, B. Braun, Sonography of the thyroid—part 2: thyroid inflammation, impairment of thyroid function and interventions. Ultraschall Med. 29, 128–149 (2008)
E. Papini, R. Guglielmi, A. Bianchini, A. Crescenzi, S. Taccogna, F. Nardi, C. Panunzi, R. Rinaldi, V. Toscano, C.M. Pacella, Risk of malignancy in nonpalpable thyroid nodules: predictive value of ultrasound and color-Doppler features. J. Clin. Endocrinol. Metab. 87, 1941–1946 (2002)
T. Rago, P. Vitti, L. Chiovato, S. Mazzeo, A. De Liperi, P. Miccoli, P. Viacava, F. Bogazzi, E. Martino, A. Pinchera, Role of conventional ultrasonography and color flow-doppler sonography in predicting malignancy in ‘cold’ thyroid nodules. Eur. J. Endocrinol. 138, 41–46 (1998)
P. Trimboli, R. Guglielmi, S. Monti, I. Misischi, F. Graziano, N. Nasrollah, S. Amendola, S.N. Morgante, M.G. Deiana, S. Valabrega, V. Toscano, E. Papini, Ultrasound sensitivity for thyroid malignancy is increased by real-time elastography: a prospective multicenter study. J. Clin. Endocrinol. Metab. 97, 4524–4530 (2012)
H. Gharib, E. Papini, R. Paschke, D.S. Duick, R. Valcavi, L. Hegedüs, P. Vitti, AACE/AME/ETA Task Force on Thyroid Nodules, American Association of Clinical Endocrinologists, Associazione Medici Endocrinologi, and European Thyroid Association Medical Guidelines for clinical practice for the diagnosis and management of thyroid nodules. Endocr. Pract. 16(Suppl. 1), 1–43 (2010)
T. Rago, L. Chiovato, L. Grasso, A. Pinchera, P. Vitti, Thyroid ultrasonography as a tool for detecting thyroid autoimmune diseases and predicting thyroid dysfunction in apparently healthy subjects. J. Endocrinol. Invest. 24, 763–769 (2001)
C. Marcocci, P. Vitti, F. Cetani, F. Catalano, R. Concetti, A. Pinchera, Thyroid ultrasonography helps to identify patients with diffuse lymphocytic thyroiditis who are prone to develop hypothyroidism. J. Clin. Endocrinol. Metab. 72, 209–213 (1991)
T. Rago, G. Di Coscio, C. Ugolini, M. Scutari, F. Basolo, F. Latrofa, R. Romani, P. Berti, L. Grasso, L.E. Braverman, A. Pinchera, P. Vitti, Clinical features of thyroid autoimmunity are associated with thyroiditis on histology and are not predictive of malignancy in 570 patients with indeterminate nodules on cytology who had a thyroidectomy. Clin. Endocrinol. (Oxf.) 67, 363–369 (2007)
P.W. Rosário, B. Bessa, M.M. Valadão, S. Purisch, Natural history of mild subclinical hypothyroidism: prognostic value of ultrasound. Thyroid 19, 9–12 (2009)
P. Trimboli, F. Rossi, E. Condorelli, O. Laurenti, C. Ventura, G. Nigri, F. Romanelli, M. Guarino, S. Valabrega, Does normal thyroid gland by ultrasonography match with normal serum thyroid hormones and negative thyroid antibodies? Exp. Clin. Endocrinol. Diabetes 118, 630–632 (2010)
P. Trimboli, F. Rossi, F. Thorel, E. Condorelli, O. Laurenti, C. Ventura, G. Nigri, F. Romanelli, M. Guarino, S. Valabrega, One in five subjects with normal thyroid ultrasonography has altered thyroid tests. Endocr. J. 59, 137–143 (2012)
W. Shabana, E. Peeters, P. Verbeek, M.M. Osteaux, Reducing inter-observer variation in thyroid volume calculation using a new formula and technique. Eur. J. Ultrasound. 16, 207–210 (2003)
M.B. Zimmermann, L. Molinari, M. Spehl, J. Weidinger-Toth, J. Podoba, S. Hess, F. Delange, Toward a consensus on reference values for thyroid volume in iodine-replete schoolchildren: results of a workshop on inter-observer and inter-equipment variation in sonographic measurement of thyroid volume. Eur. J. Endocrinol. 144, 213–220 (2001)
C. Skouroliakou, M. Lyra, A. Antoniou, L. Vlahos, Quantitative image analysis in sonograms of the thyroid gland. Nucl. Instrum. Methods Phys. Res. 569, 606–609 (2006)
F. Marinozzi, F.P. Branca, F. Bini, A. Scorza, Calibration procedure for performance evaluation of clinical pulsed Doppler systems. Measurement 45, 1334–1342 (2012)
P. Vitti, T. Rago, Thyroid ultrasound as a predicator of thyroid disease. J. Endocrinol. Invest. 26, 686–689 (2003)
P. Trimboli, M. Ruggieri, A. Fumarola, M. D’Alò, A. Straniero, A. Maiuolo, S. Ulisse, M. D’Armiento, A mathematical formula to estimate in vivo thyroid volume from two-dimensional ultrasonography. Thyroid 18, 879–882 (2008)
S.J. Park, S.H. Park, Y.J. Choi, D.W. Kim, E.J. Son, H.S. Lee, J.H. Yoon, E.K. Kim, H.J. Moon, J.Y. Kwak, Interobserver variability and diagnostic performance in US assessment of thyroid nodule according to size. Ultraschall Med. 33, 186–190 (2012)
M. Andrioli, L. Persani, Elastographic techniques of thyroid gland: current status. Endocrine (2014). doi:10.1007/s12020-014-0178-1
W. Wang, J.A. Ozolek, G.K. Rohde, Detection and classification of thyroid follicular lesions based on nuclear structure from histopathology images. Cytometry 77, 485–494 (2010)
P. Harrer, M. Bröcker, A. Zint, M. Derwahl, L. Barbera, V. Zumtobel, The clonality of nodules in recurrent goiters at second surgery. Langenbecks Arch. Surg. 383, 453–455 (1998)
T.M. Shattuck, W.H. Westra, P.W. Ladenson, A. Arnold, Independent clonal origins of distinct tumor foci in multifocal papillary thyroid carcinoma. N. Engl. J. Med. 352, 2406–2412 (2005)
F.A. Verburg, M. Dietlein, M. Lassmann, M. Luster, C. Reiners, Why radioiodine remnant ablation is right for most patients with differentiated thyroid carcinoma. Eur. J. Nucl. Med. Mol. Imaging 36, 343–346 (2009)
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P. Trimboli and F. Bini contributed equally to this work.
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Trimboli, P., Bini, F., Andrioli, M. et al. Analysis of tissue surrounding thyroid nodules by ultrasound digital images. Endocrine 48, 434–438 (2015). https://doi.org/10.1007/s12020-014-0344-5
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DOI: https://doi.org/10.1007/s12020-014-0344-5