Unit of Endocrinology and Diabetes, Campus Bio-Medico University , via Álvaro del Portillo 200, 00128 Roma, Italy.
Istituto di Struttura della Materia, Consiglio Nazionale delle Ricerche (ISM-CNR) , via del Fosso del Cavaliere 100, 00133 Roma, Italy.
Anal Chem. 2018 Jan 2;90(1):847-854. doi: 10.1021/acs.analchem.7b03617. Epub 2017 Dec 11.
Primary hyperparathyroidism is an endocrine disorder characterized by autonomous production of parathyroid hormone. Patients with the symptomatic disease should be referred for parathyroidectomy. However, the distinction between the pathological condition and the benign one is very challenging in the surgical setting; therefore, accurate recognition is important to ensure success during minimally invasive surgery. At present, all intraoperative techniques significantly increase surgical time and, consequently, cost. In this proof-of-concept study, Raman microscopy was used to differentiate between healthy parathyroid tissue and parathyroid adenoma from 18 patients. The data showed different spectroscopic features for the two main tissue types of healthy and adenoma. Moreover, the parathyroid adenoma subtypes (chief cells and oxyphil cells) were characterized by their own Raman spectra. The partial least-squares discriminant analysis (PLS-DA) model built to discriminate healthy from adenomatous parathyroid tissue was able to correctly classify all samples in the calibration and validation data sets, providing 100% prediction accuracy. The PLS-DA model built to discriminate chief cell adenoma from oxyphil cell adenoma allowed us to correctly classify >99% of the spectra during calibration and cross-validation and to correctly predict 100% of oxyphil and 99.8% of chief cells in the external validation data set. The results clearly demonstrate the great potential of Raman spectroscopy. The final goal would be development of a Raman portable fiber probe device for intraoperative optical biopsy, both to improve the surgical success rate and reduce surgical cost.
原发性甲状旁腺功能亢进症是一种内分泌紊乱,其特征是甲状旁腺激素的自主产生。有症状的患者应转介甲状旁腺切除术。然而,在手术环境中,区分病理性和良性病变非常具有挑战性;因此,准确识别对于微创手术的成功非常重要。目前,所有术中技术都显著增加了手术时间,从而增加了成本。在这项概念验证研究中,拉曼显微镜被用于从 18 名患者中区分健康甲状旁腺组织和甲状旁腺腺瘤。数据显示,两种主要组织类型(健康和腺瘤)的光谱特征不同。此外,甲状旁腺腺瘤亚型(主细胞和嗜酸细胞)具有自己的拉曼光谱特征。为区分健康和腺瘤性甲状旁腺组织而建立的偏最小二乘判别分析(PLS-DA)模型能够正确分类校准和验证数据集中的所有样本,预测准确率为 100%。为区分主细胞腺瘤和嗜酸细胞瘤腺瘤而建立的 PLS-DA 模型允许我们在校准和交叉验证期间正确分类 >99%的光谱,并正确预测外部验证数据集中 100%的嗜酸细胞和 99.8%的主细胞。结果清楚地表明了拉曼光谱的巨大潜力。最终目标是开发一种用于术中光学活检的拉曼便携式光纤探头装置,以提高手术成功率并降低手术成本。