Soukiasian Harmik J, Leung Alexander, Imai Taryne, Bose Shika, Kim Sungjin, Mosenifar Zab, Gupta Nirdesh K, Tajbakhsh Jian
Division of Thoracic Surgery, Cedars-Sinai, Los Angeles, Calif.
Department of Pathology, Cedars-Sinai, Los Angeles, Calif.
JTCVS Open. 2022 Dec 10;13:389-410. doi: 10.1016/j.xjon.2022.11.018. eCollection 2023 Mar.
Sputum is a source of exfoliated respiratory epithelial cells transformed early in lung carcinogenesis. Malignant cells are hypomethylated and contain less genomic 5-methylcytosine (5mC). Validating a test that recognizes and quantifies aberrantly hypomethylated cells in sputum, we assessed its potential as a screening tool for detecting early-stage non-small cell lung cancer.
Cells extracted from sputum were immunofluorescence labeled with an anti-5-methylcytosine antibody and counterstained with 4',6-diamidino-2-phenylindole (DAPI) delineating global nuclear DNA (gDNA). Via confocal scanning and 3-dimensional image analysis, fluorescence 5mC and DAPI signals were measured in segmented cell nuclei, and a 5mC/DAPI co-distribution map was generated for each imaged cell. Cells were classified as hypomethylated based on 5mC load and 5mC/DAPI co-distribution. The proportion of hypomethylated epithelial cells in the sputum determines whether a patient has lung cancer.
A total of 88 subjects were enrolled: 12 healthy subjects; 34 high-risk subjects with benign chronic lung disorders (10 with chronic obstructive pulmonary disease, 24 with idiopathic pulmonary fibrosis), and 43 subjects with non-small cell lung cancer (27 with stage I-II and 16 with stage III-IV). The test identified early-stage non-small cell lung cancer and distinguished it from the high-risk group with 95.8% (95% confidence interval, 78.9-99.9) sensitivity and 41.2% (95% confidence interval, 24.6-59.3) specificity applying only 5mC, 95.8% (95% confidence interval, 78.9-99.9) sensitivity and 26.5% (95% confidence interval, 12.9-44.4) specificity using solely 5mC/DAPI index, and 100% (95% confidence interval, 98.7-100) sensitivity and 26.1% (95% confidence interval, 26.2-27.8) specificity with the combined parameters.
We tested and validated a novel, noninvasive, highly sensitive screening test for non-small cell lung cancer. With the use of sputum, our test may impact lung cancer screening, evaluation of pulmonary nodules, and cancer surveillance algorithms.
痰液是肺癌发生早期转化的呼吸道脱落上皮细胞的来源。恶性细胞存在低甲基化,且基因组5-甲基胞嘧啶(5mC)含量较低。为验证一种能够识别并定量痰液中异常低甲基化细胞的检测方法,我们评估了其作为早期非小细胞肺癌筛查工具的潜力。
从痰液中提取的细胞用抗5-甲基胞嘧啶抗体进行免疫荧光标记,并用4',6-二脒基-2-苯基吲哚(DAPI)复染以勾勒全细胞核DNA(gDNA)。通过共聚焦扫描和三维图像分析,在分割后的细胞核中测量荧光5mC和DAPI信号,并为每个成像细胞生成5mC/DAPI共分布图。根据5mC含量和5mC/DAPI共分布将细胞分类为低甲基化。痰液中低甲基化上皮细胞的比例决定患者是否患有肺癌。
共纳入88名受试者:12名健康受试者;34名患有良性慢性肺部疾病的高危受试者(10名患有慢性阻塞性肺疾病,24名患有特发性肺纤维化),以及43名非小细胞肺癌受试者(27名处于I-II期,16名处于III-IV期)。该检测方法识别早期非小细胞肺癌并将其与高危组区分开来,仅应用5mC时敏感性为95.8%(95%置信区间,78.9-99.9),特异性为41.2%(95%置信区间,24.6-59.3);仅使用5mC/DAPI指数时敏感性为95.8%(95%置信区间,78.9-99.9),特异性为26.5%(95%置信区间,12.9-44.4);联合参数时敏感性为100%(95%置信区间,98.7-100),特异性为26.1%(95%置信区间,26.2-27.8)。
我们测试并验证了一种用于非小细胞肺癌的新型、非侵入性、高灵敏度筛查检测方法。通过使用痰液,我们的检测方法可能会影响肺癌筛查、肺结节评估和癌症监测算法。