Interpace Diagnostics Laboratory, Interpace Biosciences Inc, New Haven, Connecticut.
Interpace Diagnostics, Interpace Biosciences Inc, Pittsburgh, Pennsylvania, United States.
Cancer Cytopathol. 2021 Mar;129(3):239-249. doi: 10.1002/cncy.22365. Epub 2020 Oct 5.
Medullary thyroid carcinoma (MTC) is an aggressive malignancy originating from the parafollicular C cells. Preoperatively, thyroid nodule fine-needle aspiration cytology (FNAC) and pathogenic gene mutations are definitive in approximately one-half of cases. MicroRNAs (miRNAs) are endogenous, noncoding, single-stranded RNAs that regulate gene expression, a characteristic that confers the potential for identifying malignancy. In the current study, the authors hypothesized that differential pairwise (diff-pair) analysis of miRNA expression levels would reliably identify MTC in FNA samples.
The relative abundance of 10 different miRNAs in total nucleic acids was obtained from ThyraMIR test results. Diff-pair analysis was performed by subtracting the critical threshold value of one miRNA from the critical threshold values of other miRNAs. Next-generation sequencing with the ThyGeNEXT panel identified oncogenic gene alterations. The discovery cohort consisted of 30 formalin-fixed, paraffin-embedded benign and malignant thyroid neoplasms, including 4 cases of MTC. After analytical validation, clinical validation was performed using 3 distinct cohorts (total of 7557 specimens).
In the discovery cohort, 9 diff-pairs were identified as having significant power using the Kruskal-Wallis test (P < .0001) to distinguish MTC samples from non-MTC samples. The assay correctly classified all MTC and non-MTC samples in the analytical validation study and in the 3 clinical validation cohorts. The overall test accuracy was 100% (95% confidence interval, 99%-100%). In indeterminate FNAC samples, the sensitivity of the diff-pair analysis was greater than that of the MTC-specific mutation analysis (100% vs 25%; P = .03).
Pairwise miRNA expression analysis of ThyraMIR results were found to accurately predict MTC in thyroid FNA samples, including those with indeterminate FNAC findings.
甲状腺髓样癌(MTC)是一种源自滤泡旁 C 细胞的侵袭性恶性肿瘤。术前,甲状腺结节细针穿刺细胞学(FNAC)和致病基因突变在大约一半的病例中是明确的。微小 RNA(miRNA)是内源性的、非编码的、单链 RNA,可调节基因表达,这一特性使其具有识别恶性肿瘤的潜力。在本研究中,作者假设 miRNA 表达水平的差异成对(diff-pair)分析可以可靠地识别 FNAC 样本中的 MTC。
从 ThyraMIR 检测结果中获得总核酸中 10 种不同 miRNA 的相对丰度。通过从一个 miRNA 的临界阈值中减去其他 miRNA 的临界阈值来进行 diff-pair 分析。使用 ThyGeNEXT 面板进行下一代测序,鉴定致癌基因突变。发现队列由 30 例福尔马林固定、石蜡包埋的良性和恶性甲状腺肿瘤组成,包括 4 例 MTC 病例。在分析验证后,使用 3 个不同的队列(共 7557 个标本)进行临床验证。
在发现队列中,使用 Kruskal-Wallis 检验(P<.0001)发现 9 个 diff-pair 具有显著的区分能力,可将 MTC 样本与非 MTC 样本区分开来。该检测在分析验证研究和 3 个临床验证队列中正确地对所有 MTC 和非 MTC 样本进行了分类。总体检测准确率为 100%(95%置信区间,99%-100%)。在不确定的 FNAC 样本中,diff-pair 分析的敏感性高于 MTC 特异性突变分析(100%比 25%;P=.03)。
ThyraMIR 结果的 miRNA 表达差异分析被发现可准确预测甲状腺 FNAC 样本中的 MTC,包括那些 FNAC 结果不确定的样本。