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Transcriptome-wide Mendelian randomization and single-cell analysis during CD4 T cell activation deciphers immunotherapeutic targets for colorectal cancer.

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NPJ precision oncology 📖 저널 OA 90.7% 2023: 1/1 OA 2024: 6/6 OA 2025: 82/82 OA 2026: 76/93 OA 2023~2026 2025 Vol.10(1) p. 32
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Cui K, Zou Q, Qu X, Yan Y, Lu M, Zhou X, Liu L, Shen Y, Wang S, Zhuang X, Su J, Qin B, Ye W, Qi Q

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Immunotherapy has become a promising treatment for various cancers, including colorectal cancer (CRC).

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APA Cui K, Zou Q, et al. (2025). Transcriptome-wide Mendelian randomization and single-cell analysis during CD4 T cell activation deciphers immunotherapeutic targets for colorectal cancer.. NPJ precision oncology, 10(1), 32. https://doi.org/10.1038/s41698-025-01236-6
MLA Cui K, et al.. "Transcriptome-wide Mendelian randomization and single-cell analysis during CD4 T cell activation deciphers immunotherapeutic targets for colorectal cancer.." NPJ precision oncology, vol. 10, no. 1, 2025, pp. 32.
PMID 41461936 ↗

Abstract

Immunotherapy has become a promising treatment for various cancers, including colorectal cancer (CRC). Despite significant progress, identifying immune cell-specific therapeutic targets remains challenging, especially for CD4 T cells, whose activation influences both anti-tumor and pro-tumor immune responses. This study aims to identify potential immunotherapy targets for CRC by exploring the causal relationships between CD4 T cell activation-associated genes and CRC through Mendelian randomization (MR) and single-cell RNA sequencing (scRNA-seq). We used transcriptome-wide MR, summary-based MR (SMR), and colocalization analysis, along with validation through multi-omics approaches, to identify 28 dynamic CD4 T cell-related genes as therapeutic targets. Notably, PARP14 and ORMDL3 emerged as key targets, with strong associations to immune therapy resistance and CRC. This research highlights the critical role of CD4 T cell activation in CRC progression and identifies novel potential targets for immunotherapy.

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