Sorokin Maxim, Ignatev Kirill, Poddubskaya Elena, Vladimirova Uliana, Gaifullin Nurshat, Lantsov Dmitriy, Garazha Andrew, Allina Daria, Suntsova Maria, Barbara Victoria, Buzdin Anton
Institute of Personalized Medicine, I.M. Sechenov First Moscow State Medical University, Moscow 119048, Russia.
Omicsway Corp., Walnut, CA 91789, USA.
Biomedicines. 2020 May 9;8(5):114. doi: 10.3390/biomedicines8050114.
RNA sequencing is considered the gold standard for high-throughput profiling of gene expression at the transcriptional level. Its increasing importance in cancer research and molecular diagnostics is reflected in the growing number of its mentions in scientific literature and clinical trial reports. However, the use of different reagents and protocols for RNA sequencing often produces incompatible results. Recently, we published the Oncobox Atlas of RNA sequencing profiles for normal human tissues obtained from healthy donors killed in road accidents. This is a database of molecular profiles obtained using uniform protocol and reagents settings that can be broadly used in biomedicine for data normalization in pathology, including cancer. Here, we publish new original 39 breast cancer (BC) and 19 lung cancer (LC) RNA sequencing profiles obtained for formalin-fixed paraffin-embedded (FFPE) tissue samples, fully compatible with the Oncobox Atlas. We performed the first correlation study of RNA sequencing and immunohistochemistry-measured expression profiles for the clinically actionable biomarker genes in FFPE cancer tissue samples. We demonstrated high (Spearman's rho 0.65-0.798) and statistically significant ( < 0.00004) correlations between the RNA sequencing (Oncobox protocol) and immunohistochemical measurements for , and genes in BC, and for gene in LC; AUC: 0.963 for HER2, 0.921 for ESR1, 0.912 for PGR, and 0.922 for PDL1. To our knowledge, this is the first validation that total RNA sequencing of archived FFPE materials provides a reliable estimation of marker protein levels. These results show that in the future, RNA sequencing can complement immunohistochemistry for reliable measurements of the expression biomarkers in FFPE cancer samples.
RNA测序被认为是转录水平上基因表达高通量分析的金标准。其在癌症研究和分子诊断中日益增长的重要性体现在科学文献和临床试验报告中提及它的次数不断增加。然而,用于RNA测序的不同试剂和方案往往会产生不兼容的结果。最近,我们发表了从死于交通事故的健康供体获取的正常人体组织的RNA测序图谱的肿瘤盒图谱。这是一个使用统一方案和试剂设置获得的分子图谱数据库,可广泛用于生物医学中病理学的数据标准化,包括癌症。在这里,我们发表了针对福尔马林固定石蜡包埋(FFPE)组织样本获得的39个新的原发性乳腺癌(BC)和19个肺癌(LC)RNA测序图谱,它们与肿瘤盒图谱完全兼容。我们对FFPE癌症组织样本中临床可操作的生物标志物基因进行了RNA测序和免疫组织化学测量的表达图谱的首次相关性研究。我们证明了在BC中,RNA测序(肿瘤盒方案)与免疫组织化学测量之间对于ERBB2、ESR1和PGR基因,以及在LC中对于PDL1基因存在高度(斯皮尔曼相关系数0.65 - 0.798)且具有统计学意义(P < 0.00004)的相关性;HER2的AUC为0.963,ESR1为0.921,PGR为0.912,PDL1为0.922。据我们所知,这是首次验证存档的FFPE材料的总RNA测序能够可靠地估计标志物蛋白水平。这些结果表明,未来RNA测序可以补充免疫组织化学,用于可靠测量FFPE癌症样本中的表达生物标志物。