# Single-cell and spatial transcriptomics integration reveals FAM49B promotes tumor-associated macrophages polarization in colorectal cancer via the MK pathway

**Authors:** Tianyu Liu, Quchen Ding, Jin Gou, Chen Lu, Xingming Lu, Jiatong Chen, Yiming E., Lianhong Li, Chongguo Zhang, Xiaojuan Zhu, Chunzhao Yu, Xiagang Luo

PMC · DOI: 10.3389/fimmu.2025.1682637 · 2025-10-31

## TL;DR

This study finds that FAM49B promotes tumor-associated macrophage polarization in colorectal cancer through the MDK–NCL pathway, contributing to an immunosuppressive tumor environment.

## Contribution

The novel contribution is identifying the FAM49B–MDK–NCL pathway as a driver of macrophage polarization in colorectal cancer metastasis.

## Key findings

- High_FAM49B_EP epithelial cells are linked to poor prognosis and MYC signaling in CRC.
- TAMs in primary tumors and metastases show distinct polarization patterns (M1-like CXCL3+ vs. M2-like SPP1+).
- FAM49B knockdown reduces MDK expression and disrupts ECM–receptor interactions in TAMs.

## Abstract

FAM49B has been shown to promote proliferation and metastasis of colorectal cancer (CRC) by stabilizing MYC through phosphorylation of NEK9; however, its role in shaping the immune suppressive tumor microenvironment (TME), particularly in macrophage polarization, remains unclear.

We applied multi-omics approaches to study CRC by integrating 33 scRNA-seq samples from 16 CRC patients, 2 paired spatial transcriptomics (ST) samples, and bulk RNA data to characterize malignant epithelial cells (High_FAM49B_EP) and tumor-associated macrophages (TAMs). Functional validation of FAM49B was conducted via knockdown experiments and proteomics analysis.

A High_FAM49B_EP subpopulation was identified in primary tumors (PT) and liver metastases (LM), exhibiting elevated MYC signaling and association with poor prognosis. TAMs showed spatial heterogeneity: M1-like CXCL3+ TAMs predominated in PT, whereas M2-like SPP1+ TAMs were enriched in LM. CellChat analysis revealed that High_FAM49B_EP activated macrophage polarization through the MDK–NCL signaling axis. Pseudotime trajectory analysis confirmed differentiation from CXCL3+ to SPP1+ TAMs driven by upregulation of NCL. Spatial mapping showed co-localization of MDK+ epithelial cells with NCL+ TAMs in the immunosuppressive microenvironment. FAM49B knockdown significantly inhibited MDK expression and disrupted ECM–receptor interactions.

FAM49B promotes immunosuppressive TME formation by mediating TAM polarization via the MDK–NCL axis, suggesting the FAM49B–MDK–NCL pathway as a potential therapeutic target for CRC metastasis.

## Linked entities

- **Genes:** CYRIB (CYFIP related Rac1 interactor B) [NCBI Gene 51571], MYC (MYC proto-oncogene, bHLH transcription factor) [NCBI Gene 4609], NEK9 (NIMA related kinase 9) [NCBI Gene 91754], MDK (midkine) [NCBI Gene 4192], NUCLEOLIN (nucleolin multifunctional protein) [NCBI Gene 4691], CXCL3 (C-X-C motif chemokine ligand 3) [NCBI Gene 2921], SPP1 (secreted phosphoprotein 1) [NCBI Gene 6696]
- **Diseases:** colorectal cancer (MONDO:0005575)

## Full-text entities

- **Genes:** MYC (MYC proto-oncogene, bHLH transcription factor) [NCBI Gene 4609] {aka MRTL, MYCC, bHLHe39, c-Myc}, EREG (epiregulin) [NCBI Gene 2069] {aka EPR, ER, Ep}, NEK9 (NIMA related kinase 9) [NCBI Gene 91754] {aka APUG, LCCS10, NC, NERCC, NERCC1}, SPP1 (secreted phosphoprotein 1) [NCBI Gene 6696] {aka BNSP, BSPI, ETA-1, OPN}, CYRIB (CYFIP related Rac1 interactor B) [NCBI Gene 51571] {aka BM-009, CYRI, CYRI-B, FAM49B, L1}, CXCL3 (C-X-C motif chemokine ligand 3) [NCBI Gene 2921] {aka CINC-2b, GRO3, GROg, MIP-2b, MIP2B, SCYB3}, MDK (midkine) [NCBI Gene 4192] {aka ARAP, MK, NEGF2}, NUCLEOLIN (nucleolin multifunctional protein) [NCBI Gene 4691] {aka C23, NCL, Nsr1}
- **Diseases:** CRC (MESH:D015179), LM (MESH:D009362), PT (MESH:D001932), tumor (MESH:D009369)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12615435/full.md

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Source: https://tomesphere.com/paper/PMC12615435