Evidence map›Paper›PMID 42881205›Full record

ReviewNPJ precision oncology2026

Spatiotemporal multi-omics reveals lineage, spatial and functional heterogeneity of tumor-associated macrophages and therapeutic vulnerabilities in the tumor microenvironment.

Taotao Wang, Donglin Yang, Jie Wu, Xinyi Zhao, Wenshan Dong, Haohan Zhang, Tianyu Lei, Jing Li, Yuchao Dan, Te Li and 3 more

Abstract readReview
PubMed Publisher
In one paragraph

Review in NPJ precision oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Taotao Wang *Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China.
Donglin Yang *Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China.
Jie Wu *Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China.
Xinyi ZhaoCancer Center, Renmin Hospital of Wuhan University, Wuhan, China.
Wenshan DongCancer Center, Renmin Hospital of Wuhan University, Wuhan, China.
Haohan ZhangCancer Center, Renmin Hospital of Wuhan University, Wuhan, China.
Tianyu LeiCancer Center, Renmin Hospital of Wuhan University, Wuhan, China.
Jing LiCancer Center, Renmin Hospital of Wuhan University, Wuhan, China.
Yuchao DanCancer Center, Renmin Hospital of Wuhan University, Wuhan, China.
Te LiCancer Center, Renmin Hospital of Wuhan University, Wuhan, China.
Zhiqiang CaiDepartment of Oncology, Jingzhou First People's Hospital, Jingzhou, China. caizhiqiang@yangtzeu.edu.cn.
Qibin SongCancer Center, Renmin Hospital of Wuhan University, Wuhan, China. qibinsong@whu.edu.cn.
Bin XuCancer Center, Renmin Hospital of Wuhan University, Wuhan, China. xubin_oncology@whu.edu.cn.

Funding

National Natural Science Foundation of China No.82403850The Cross-Innovation Talent Project of Renmin Hospital of Wuhan University No. JCRCGW-2022-002
6 · The paper itself

Abstract

Tumor-associated macrophages (TAMs) are central orchestrators of immune evasion, therapeutic resistance, and clinical outcome across diverse solid tumors. However, the classical M1/M2 paradigm fails to capture the lineage diversity, spatial heterogeneity, and functional plasticity of TAMs within the tumor microenvironment. Unlike previous reviews that mainly summarize macrophage polarization or TAM subtype classification, this review focuses on how emerging single-cell and spatial multi-omics technologies redefine TAM ontogeny, phenotypic diversity, spatial organization, and therapeutic vulnerabilities. This review summarizes how fate-mapping, single-cell transcriptomics, and spatial multi-omics have contributed to the understanding of the dual origins of TAMs, including embryo-derived tissue-resident macrophages and monocyte-derived macrophages, and how these technologies further delineate transcriptionally and functionally distinct TAM subsets such as SPP1

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.