全外显子测序与生物信息学揭示PMAIP1和PDGFRL作为滤泡性甲状腺癌的免疫相关基因标志物

Whole exome sequencing and bioinformatics reveal PMAIP1 and PDGFRL as immune-related gene markers in follicular thyroid carcinoma.

作者信息Haobo Wang, Fangjian Shang, Xia Jiang, Zhongxin Li, Dongyun Li, Chuanmin Zhou, Bo Pang, Longfei Kang, Bo Liu, Zengren Zhao
PMID40476267
发布时间2025-05-22
DOI10.3389/fgene.2025.1509245

实验完整度

包含WES、GEO数据分析、qRT-PCR和IHC验证,有明确实验方法和验证结果,但未进行动物模型或功能实验验证机制。

主要模型

FTC133细胞系 FTC238细胞系 NTHY-ORI3-1正常甲状腺细胞系 FTC和FTA组织样本

重点核对

FTC和FTA组织样本数量(均为6例) FTC细胞系FTC133、FTC238和正常甲状腺细胞系NTHY-ORI3-1的来源和培养条件 qRT-PCR中使用的引物序列和内参基因β-actin IHC中抗体的稀释比例(1:50)和H-score计算方法

摘要

Introduction: The primary clinical challenge associated with follicular thyroid carcinoma (FTC) lies in accurately diagnosing the condition, particularly in distinguishing it with follicular thyroid adenoma (FTA) due to their overlapping cytomorphological features and sonographic characteristics.Methods: Whole exome sequencing (WES) techniques and Gene Expression Omnibus (GEO) database were utilized to analyze genomic difference between FTC and FTA, with a specific focus on immune-related genes. The hub genes were subjected to enrichment analysis, immune infiltration analysis, protein-protein interaction (PPI) analysis, and receiver operating characteristic (ROC) curve analysis. Then utilized quantitative real-time polymerase chain reaction (qRT-PCR) and immunohistochemistry (IHC) to validate the expression levels of PMAIP1 and PDGFRL at the cellular and tissue levels.Results: The findings of WES and bioinformatics analysis indicated that PMAIP1 and PDGFRL were potential mutated immune-related genes in FTC, in comparison to FTA, the expression of PMAIP1 is up-regulated in FTC while PDGFRL is down-regulated, demonstrating promising diagnostic efficacy. Enrichment analysis and immune infiltration analysis suggested that PMAIP1 and PDGFRL may serve as potential therapeutic targets for FTC. The results of the validation at both cellular and tissue levels indicated an up-regulation of PMAIP1 and a down-regulation of PDGFRL in FTC, consistent with the results from bioinformatics analysis.Discussion: In conclusion, it is the first research to revealed PMAIP1 and PDGFRL as potential novel immunodiagnostic markers for FTC, shedding light on their potential biological significance in this context, and offering potential valuable clinical applications.

实验结论

提炼研究问题、关键发现与证据,快速把握文章的核心贡献。

研究问题
滤泡性甲状腺癌(FTC)与滤泡性甲状腺腺瘤(FTA)在免疫相关基因表达上是否存在差异,以及这些差异是否可作为诊断标志物。
核心机制
PMAIP1和PDGFRL可能在FTC的免疫微环境中发挥作用,但具体机制尚不明确,文献推测PMAIP1可能通过调控巨噬细胞等免疫细胞影响疾病进程。
主要证据
通过WES和GEO数据筛选,经qRT-PCR和IHC验证,发现PMAIP1在FTC中上调,PDGFRL下调;ROC曲线显示两者具有诊断价值(AUC分别为0.721和0.738)。
研究意义
研究首次提出PMAIP1和PDGFRL作为FTC的潜在免疫诊断标志物,可能有助于术前诊断和指导手术范围,并为免疫治疗提供潜在靶点。

研究路径

按研究推进顺序梳理实验设计、验证步骤与关键观察。

1

全外显子测序和突变位点检测

鉴定FTC样本中的潜在基因突变

对3例FTC患者的FFPE组织进行WES,检测SNP位点,并进行注释和过滤。

2

GEO数据差异表达分析

筛选FTC和FTA之间的差异表达基因(DEGs)

使用GEO数据集GSE82208、GSE27155、GSE29315,通过R分析得到DEGs,并与免疫相关基因取交集。

3

功能富集和PPI分析

探索候选基因的潜在功能和相互作用

对hub基因进行GO/KEGG富集分析,并利用STRING数据库进行PPI分析。

4

免疫浸润和诊断效能分析

评估hub基因与免疫细胞的相关性及其诊断价值

利用MCP counter算法分析免疫细胞浸润相关性,并绘制ROC曲线评估诊断效能。

5

细胞水平验证

验证hub基因在mRNA水平的表达变化

使用qRT-PCR检测候选基因在FTC细胞系(FTC133、FTC238)和正常甲状腺细胞系(NTHY-ORI3-1)中的表达。

6

组织水平验证

验证PMAIP1和PDGFRL在蛋白水平的表达

使用IHC检测6例FTC和6例FTA组织中的蛋白表达,并通过H-score定量。

研究方法

按研究目的归类文中使用的方法,便于定位所需技术。

产品清单

实验环节名称品牌货号
RPMI-1640培养基Thermo, Gibco, United Kingdom--
DMEM F-12培养基Thermo, Gibco, United Kingdom--
胎牛血清Thermo, Gibco, United Kingdom--
青霉素-链霉素Thermo, Gibco, United Kingdom--
RNA EASY试剂Vazyme, ChinaR701-01
Prime Script逆转录试剂盒TaKaRa, JapanRR047A
ChamQ通用SYBR qPCR预混液Vazyme, ChinaQ711
LightCycler 480 II----
PMAIP1抗体ABclonal Technology Co, Ltd. (Wuhan, China)A9801
PDGFRL抗体Santa Cruz Biotechnology Co, Ltd. (Shanghai, China)sc-393355

关键环节

汇总复现实验时建议重点确认的条件及原文阅读提示。

环节核对要点
临床样本收集
患者来源、FFPE切片数量(6例FTC、6例FTA)、病理诊断标准
阅读提示:Materials and methods - Clinical samples
细胞培养
细胞系(FTC133、FTC238、NTHY-ORI3-1)的来源和培养条件(培养基、血清浓度、抗生素浓度、培养环境)
阅读提示:Materials and methods - Cell culture
qRT-PCR
引物序列、内参基因、反应条件(未明确)、计算方法(2^−ΔΔCT)
阅读提示:Materials and methods - qRT-PCR
免疫组织化学
抗体稀释比、抗原修复条件、染色步骤、H-score计算方法
阅读提示:Materials and methods - IHC staining and quantitative analysis