Han, Hyun-Jee, Rubio-Alarcon, Marcos, Allen, Thomas, Lee, Sunwoo and Rahman, Taufiq (2025). Differential neuropilin isoform expressions highlight plasticity in macrophages in the heterogenous TME through in-silico profiling. Frontiers in Immunology, 16 ,
Abstract
Introduction: The nuanced roles of neuropilin (NRP) isoforms, NRP1 and NRP2, have attracted considerable scientific interest regarding cancer progression. Their differential expressions across various cancer types are specific to NRP isoforms which are shown in a cancer type-dependent manner. It accounts for the different mechanisms involved, driven by a co-expression of gene-sets associated with overexpressed NRP1 or NRP2. Their different expressions on tumour-associated macrophages (TAMs) with disparate markers are associated with the heterogenous tumour microenvironment (TME) through their plasticity and pro-tumorigenic activities.Methods<jats:p/>Single-cell RNA sequencing (scRNA-seq) analyses were performed on tumours from clear cell Renal Cell Carcinoma (ccRCC) and skin cutaneous melanoma (SKCM) which exhibit the highest expressions of NRP1 and NRP2, respectively. Datasets were processed using established bioinformatics pipelines, including clustering algorithms, to determine cellular heterogeneity and quantify NRP isoform expression within distinct macrophage populations. Using differential gene expression analysis (DEGA) alongside co-enrichment studies, we explored gene-sets associated with NRP1 or NRP2 overexpression in TAMs.Results<jats:p/>Our analysis revealed a marked upregulation of NRP1 in TAMs isolated from ccRCC and elevated NRP2 expression in SKCM-derived TAMs. Both NRP1<jats:sup/>+ and NRP2<jats:sup/>+ macrophages showed an M2-like polarisation characterised by immune suppression and extracellular matrix degradation. Coupled with the previously uncharacterised NRP isoform specific- subpopulations within these cancers identified by DEGA, co-enrichment analyses demonstrated that the upregulation of gene-sets associated with NRP1 is associated with angiogenesis and tumour progression through VEGF signalling, while gene-sets with NRP2 showed dual functionality in the TME-dependent manner. Their distinct roles in regulating macrophage plasticity, tumour invasion, and metastasis were highlighted.Discussion<jats:p/>These findings underscore distinct isoform-specific mechanisms by which NRP1 and NRP2 contribute to TAM-mediated cancer progression. This study aims to establish a foundation for future research, leading to biological experiments with focused gene-sets derived from our findings. This approach can contribute to the development of immunomodulatory strategies targeting specific NRP isoforms in macrophages, tailored to individual cancer types and abnormal expressions of those gene markers, potentially offering a more effective therapeutic approach compared to broad-spectrum NRP inhibition strategies.
| Publication DOI: | https://doi.org/10.3389/fimmu.2025.1547330 |
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| Divisions: | College of Health & Life Sciences College of Health & Life Sciences > Aston Medical School Aston University (General) |
| Funding Information: | The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. Hyun-Jee Han funded by AstraZeneca-Dept.of Pharmacology PhD studentship. Hyun-Jee Han was funded by AstraZeneca PhD studentship - University of Cambridge, Department of Pharmacology. The funders had no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. |
| Additional Information: | Copyright © 2025 Han, Rubio-Alarcon, Allen, Lee and Rahman. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
| Publication ISSN: | 1664-3224 |
| Data Access Statement: | The original contributions presented in the study are included in the article/Supplementary Files, further inquiries can be directed to the corresponding author/s. |
| Last Modified: | 12 Feb 2026 17:39 |
| Date Deposited: | 09 Feb 2026 16:32 |
| Full Text Link: | |
| Related URLs: |
https://www.fro ... 25.1547330/full
(Publisher URL) |
PURE Output Type: | Article |
| Published Date: | 2025-03-11 |
| Accepted Date: | 2025-02-11 |
| Authors: |
Han, Hyun-Jee
Rubio-Alarcon, Marcos Allen, Thomas Lee, Sunwoo (
0000-0003-2806-3268)
Rahman, Taufiq |
0000-0003-2806-3268