Wen Xiaoxia, Yu Sisi, Leng Ping, Liu Yu, Luo Huaichao
Department of Clinical Laboratory, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, China.
Chongqing Key Laboratory of Sichuan-Chongqing Co-Construction for Diagnosisand, Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.
Front Immunol. 2025 Aug 29;16:1619448. doi: 10.3389/fimmu.2025.1619448. eCollection 2025.
Distinguishing malignant lung adenocarcinoma (LAC) from benign pulmonary nodules (BPN) is a major clinical challenge. While exosomal microRNAs (miRNAs) are established liquid biopsy biomarkers, tumor-educated platelet miRNAs represent an emerging source. However, a direct comparison of the diagnostic potential between these two sources, and the identification of reliable platelet miRNA biomarkers for LAC, remain poorly defined. Critically, the well-documented interaction between tumor-derived exosomes and platelets, which complicates exosome isolation due to inevitable platelet contamination, raises a pivotal question: Could the analysis of platelet miRNA, a far easier-to-isolate component, offer a viable and efficient alternative to exosome-based diagnostics?
We performed miRNA sequencing (miRNA-seq) on paired peripheral blood platelets and plasma exosomes from healthy donors (HD), BPN, and LAC patients. The abundance and diversity of miRNAs were compared. Candidate reference miRNAs for platelet studies were screened and validated using RT-qPCR and multiple stability algorithms. Differentially expressed platelet miRNAs were identified and validated in a cohort of 133 subjects (70 LAC, 31 HD, 32 BPN). The diagnostic performance of the top candidate was evaluated using ROC analysis and Net Reclassification Index (NRI) against traditional biomarkers (CEA) and clinical models. Target genes were predicted using bioinformatic tools and validated with public databases (TCGA, UALCAN, GEPIA).
Platelets contained significantly greater miRNA diversity and abundance compared to exosomes. Differentially expressed platelet miRNAs showed higher concordance with tissue-specific signatures than their exosomal counterparts. hsa-let-7i-5p was identified as the most stable reference miRNA for normalizing platelet miRNA expression in LAC. hsa-miR-199b-3p was significantly downregulated in the platelets of LAC patients compared to both HD and, crucially, BPN patients. It effectively distinguished LAC from BPN (AUC = 0.73) and early-stage LAC (Stage I) from BPN (AUC = 0.72), outperforming traditional biomarkers (CEA) and clinical models, as confirmed by significant NRI values. The diagnostic value of miR-199b-3p was also significant in the non-GGN subgroup (p=0.037). Bioinformatic analysis predicted KTN1 as a key target gene, with an inverse correlation to miR-199b-3p in LAC tissues and association with poor prognosis. Intriguingly, KTN1 expression in platelets was also dysregulated, suggesting a complex platelet-tumor interaction.
This study demonstrates that platelet miRNAs are a superior source for liquid biopsy in LAC compared to exosomal miRNAs. We establish hsa-let-7i-5p as a reliable reference gene and identify platelet hsa-miR-199b-3p as a promising non-invasive biomarker for the differential diagnosis of malignant and benign pulmonary nodules, offering a new avenue for the early detection of lung adenocarcinoma.
区分恶性肺腺癌(LAC)与良性肺结节(BPN)是一项重大临床挑战。虽然外泌体微小RNA(miRNA)是已确立的液体活检生物标志物,但肿瘤诱导的血小板miRNA是一个新兴来源。然而,这两种来源之间诊断潜力的直接比较,以及用于LAC的可靠血小板miRNA生物标志物的鉴定,仍不清楚。至关重要的是,肿瘤来源的外泌体与血小板之间的相互作用已被充分记录,这由于不可避免的血小板污染而使外泌体分离复杂化,从而引发了一个关键问题:对血小板miRNA(一种更容易分离的成分)的分析能否为基于外泌体的诊断提供一种可行且高效的替代方法?
我们对来自健康供体(HD)、BPN和LAC患者的配对外周血血小板和血浆外泌体进行了miRNA测序(miRNA-seq)。比较了miRNA的丰度和多样性。使用RT-qPCR和多种稳定性算法筛选并验证了用于血小板研究的候选参考miRNA。在133名受试者(70名LAC、31名HD、32名BPN)队列中鉴定并验证了差异表达的血小板miRNA。使用ROC分析和净重新分类指数(NRI)评估顶级候选物相对于传统生物标志物(CEA)和临床模型的诊断性能。使用生物信息学工具预测靶基因并用公共数据库(TCGA、UALCAN、GEPIA)进行验证。
与外泌体相比,血小板含有显著更多的miRNA多样性和丰度。差异表达的血小板miRNA与其外泌体对应物相比,与组织特异性特征显示出更高的一致性。hsa-let-7i-5p被鉴定为用于标准化LAC中血小板miRNA表达的最稳定参考miRNA。与HD相比,更重要的是与BPN患者相比,LAC患者血小板中的hsa-miR-199b-3p显著下调。它有效地将LAC与BPN区分开(AUC = 0.73),并将早期LAC(I期)与BPN区分开(AUC = 0.72),优于传统生物标志物(CEA)和临床模型,NRI值显著证实了这一点。miR-199b-3p在非磨玻璃结节(GGN)亚组中的诊断价值也很显著(p = 0.037)。生物信息学分析预测KTN1为关键靶基因,在LAC组织中与miR-199b-3p呈负相关且与预后不良相关。有趣的是,血小板中KTN1的表达也失调,表明血小板与肿瘤之间存在复杂的相互作用。
本研究表明,与外泌体miRNA相比,血小板miRNA是LAC液体活检的更优质来源。我们将hsa-let-7i-5p确立为可靠的参考基因,并鉴定出血小板hsa-miR-199b-3p作为用于鉴别诊断恶性和良性肺结节的有前景的非侵入性生物标志物,为早期检测肺腺癌提供了一条新途径。