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SIFT-seq: VDJ and scRNA-seq of T cells targeting public neoantigens

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NIAID Data Ecosystem2026-03-13 收录
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https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE172403
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We developed a modular, high-throughput discovery platform to simultaneously test whether Mut PIK3Ca is immunogenic and to retrieve paired a/b TCR gene sequences that confer specificity to this NeoAg. This method, termed Stimulation Induced Functional TCR sequencing (SIFT-seq), combines single-cell (sc) TCR V(D)J and transcriptome sequencing. Here, microwell cultures of in vitro stimulated T cells with confirmed neoantigen-specific recognition are selected for SIFT-seq. Matched aliquots of selected wells are acutely stimulated with autologous antigen-presenting cells presenting WT or Mut PI3Ka and the transcriptomic profile of individual clonotypes is assessed to identify neoantigen-specific T cells and retrieve their TCR gene sequences. Naïve CD8+ T cells from healthy donor samples were stimulated in vitro with mutated PIK3CA. Following a qPCR screen to identify mutation-specific upregulation of inflammatory transcript, positive wells were selcted for SIFT-seq. Matched aliquots were restimulated acutely with antigen-presenting wells expressing WT or mutated PIK3CA and subject to single-cell RNA-seq and V(D)J immunoprofiling using the 10x genomics platform. All clonotypes associated with a mutation-specific activation signature were identified and their TCR gene sequences were retrieved. Candidate TCR gene sequences were retrovirally transferred to open-repertoire T cell to confirm mutation-specific recognition. Note from submitter: The FASTQ files are not supplied because the data was generated from human patients/donors (patient privacy).

我们开发了一款模块化高通量发现平台,可同时检测突变型PI3KCA(Mut PIK3Ca)是否具有免疫原性,并获取赋予该新抗原(NeoAg)特异性的配对α/β T细胞受体(TCR)基因序列。该方法被命名为刺激诱导功能性TCR测序(Stimulation Induced Functional TCR sequencing, SIFT-seq),整合了单细胞(sc)TCR V(D)J测序与转录组测序。本研究中,我们选取经体外刺激且已证实具有新抗原特异性识别能力的T细胞微孔培养物,用于SIFT-seq实验。将筛选得到的微孔的匹配等分试样,用呈递野生型(WT)或突变型PI3KCA的自体抗原呈递细胞进行急性刺激,并评估单个克隆型的转录组特征,以识别新抗原特异性T细胞并获取其TCR基因序列。从健康供体样本中分离的初始CD8+ T细胞,经突变型PI3KCA进行体外刺激。通过实时定量聚合酶链反应(qPCR)筛选以鉴定炎症转录本的突变特异性上调表达,将阳性微孔选取用于SIFT-seq实验。将阳性微孔的匹配等分试样,用表达野生型或突变型PI3KCA的自体抗原呈递细胞进行急性再次刺激,并采用10x基因组学(10x Genomics)平台开展单细胞RNA测序与V(D)J免疫分型。所有与突变特异性激活特征相关的克隆型均被成功鉴定,并获取其对应的TCR基因序列。候选TCR基因序列通过逆转录病毒转导至开放受体库T细胞中,以验证其突变特异性识别能力。提交者备注:由于本数据来源于人类患者/供体,为保护患者隐私,未提供FASTQ文件。
创建时间:
2022-05-27
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