Spatial macrophage signatures and prognostic relevance of NFKB1 in colorectal cancer

BACKGROUNDTumor-associated macrophages (TAMs) exhibit substantial spatial and transcriptional heterogeneity in colorectal cancer (CRC).However, the prognostic relevance of spatial macrophage-associated transcriptional programs remains incompletely understood. AIMTo characterize spatial macrophage-associated transcriptional programs and evaluate the prognostic relevance of NFKB1 in CRC.stroma-enriched regions, whereas the activity of an M1-like macrophage-associated signature was higher at tumor-peripheral regions and in areas at tumor-normal interfaces.Higher M1-like scores were correlated with early tumor stage and better overall survival (OS).The assessed prognostic models showed moderate discrimination (the best mean cross-validated area under the curve was 0.650).NFKB1 was prioritized as a candidate gene associated with the M1-like signature.In selected external cohorts, higher NFKB1 expression was associated with improved OS and correlated with transcriptional features characteristic of immune-active states.Differences in predicted drug response values were observed between the NFKB1-high and NFKB1-low groups.CONCLUSION M1-and M2-like macrophage-associated transcriptional programs showed distinct spatial distributions in colorectal cancer.Higher M1-like signature activity was preferentially observed in tumor-peripheral regions and was associated with immuneactive features and more favorable survival.NFKB1 expression was also associated with the M1-like program and favorable outcomes in selected external cohorts.These findings support NFKB1 as a candidate bulk-transcriptomic biomarker.

Authors

Institutions

Publication Details

Journal
World Journal of Clinical Oncology
Published
2026-10-28
DOI
https://doi.org/10.5306/wjco.125917
Primary Topic
Immune cells in cancer
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Spatial macrophage signatures and prognostic relevance of NFKB1 in colorectal cancer

Xianqiang Chen, Zhen-Liang Lin, Yan Li, Xin Lin et al.
1 links
World Journal of Clinical Oncology
Immune cells in cancer
article

Spatial macrophage signatures and prognostic relevance of NFKB1 in colorectal cancer

Xianqiang Chen, Zhen-Liang Lin, Yan Li, Xin Lin, Cang-Dian Huang, Dong-liang Shi, Shuai Chen
article en

Abstract

BACKGROUNDTumor-associated macrophages (TAMs) exhibit substantial spatial and transcriptional heterogeneity in colorectal cancer (CRC).However, the prognostic relevance of spatial macrophage-associated transcriptional programs remains incompletely understood. AIMTo characterize spatial macrophage-associated transcriptional programs and evaluate the prognostic relevance of NFKB1 in CRC.stroma-enriched regions, whereas the activity of an M1-like macrophage-associated signature was higher at tumor-peripheral regions and in areas at tumor-normal interfaces.Higher M1-like scores were correlated with early tumor stage and better overall survival (OS).The assessed prognostic models showed moderate discrimination (the best mean cross-validated area under the curve was 0.650).NFKB1 was prioritized as a candidate gene associated with the M1-like signature.In selected external cohorts, higher NFKB1 expression was associated with improved OS and correlated with transcriptional features characteristic of immune-active states.Differences in predicted drug response values were observed between the NFKB1-high and NFKB1-low groups.CONCLUSION M1-and M2-like macrophage-associated transcriptional programs showed distinct spatial distributions in colorectal cancer.Higher M1-like signature activity was preferentially observed in tumor-peripheral regions and was associated with immuneactive features and more favorable survival.NFKB1 expression was also associated with the M1-like program and favorable outcomes in selected external cohorts.These findings support NFKB1 as a candidate bulk-transcriptomic biomarker.

World Journal of Clinical Oncology
Fujian Medical University (CN), Union Hospital (CN)
Fujian Medical University
Good health and well-being
Openalex Percentile: Top 19%
Immune cells in cancer
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon
Spatial macrophage signatures and prognostic relevance of NFKB1 in colorectal cancer — Xianqiang Chen, Zhen-Liang Lin, et al. · World Journal of Clinical Oncology (2026) | TGRS Research Map | TGRS