Analysis of the transcriptomic and metabolomic landscape of prostate cancer with different anatomical origins using snFLARE-seq and mxFRIZNGRND

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Authors: Dongyin He, Haoran Hu, Kai Xiao, Yuhang Zhang, Yongbing Cheng, S.‐X. Jiao, Yimei Hao, Yuanyuan Cai, Ziqun Liu, Xinran Yan, Qingyan Chen, Xiyan Mu
+14 more Qi Wang, Shan Peng, Guoqin Sang, Xiaoling Zhi, Yanxia Chang, Qing Ye, Yuyao Yang, Meixia Che, Shengsong Huang, H. Guo, Luonan Chen, H F Tang, Xuefeng Qiu, Zhenfei Li
Cited by: 1
References: 97

Abstract

Prostate cancer cells of different anatomical locations display remarkable heterogeneity. This poses a challenge to the clinical relevance of pre-clinical models and the efficacy of contemporary therapeutic approaches. Here we develop the snFLARE-seq and mxFRIZNGRND methodologies to directly investigate the transcriptomic and metabolomic landscape of prostate cancer patients utilizing formalin-fixed paraffin-embedded (FFPE) specimens. A retrospective analysis reveals the clinical disparities of prostate cancer from peripheral zone (PZ), transition zone (TZ), and across PZ and TZ. The snFLARE-seq, refined for enhanced single-nucleus sequencing, unveils distinct cell type distributions and signaling pathways between PZ and TZ samples. Hormone therapy substantially affects cancer cells and microenvironment, leading to a polarized feature of epithelial cells and a subverted immune microenvironment. With improvements in metabolite extraction, mxFRIZNGRND reveals unique metabolic features of prostate cancer from different origins. The metabolomic results indicate that PZ cancer cells are in a metabolic-dormant status, which are probably awaken by hormone therapy. Integrative analysis of results from snFLARE-seq, mxFRIZNGRND, and TCGA database uncovers four metabolic pathways and related genes associated with disease aggressiveness. Our work could accelerate investigations on disease heterogeneity and evolution in real-world clinical settings, stimulating patient-specific precision healthcare solutions.

Fields of Study & Subjects

Ferroptosis and cancer prognosis Single-cell and spatial transcriptomics Prostate Cancer Treatment and Research

Publication details

Journal / source
Nature Communications
Publisher
Springer Science and Business Media LLC
Volume
17
Issue
1
Publication date
7 February 2026
Language
EN