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Liuyi Zou

Yichun University

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AUG 12, 2026 · JOURNAL ARTICLE

Development of an immune escape-related gene prognostic signature using integrated single-cell and bulk RNA sequencing for immune microenvironment profiling in thyroid cancer

Korean Journal of Physiology and Pharmacology

A single-center retrospective signature development study using integrated omics with no independent validation cohort or prospective clinical trial, reporting associations with survival but not clinical outcomes or treatment guidance.

PreliminaryLiuyi Zou Donglin Xiong Chenggen Yi

Reported

Gene signature componentsCD9, NPC2, PSMB9

Risk stratification outcomeHigh-risk and low-risk groups with distinct…

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