Evidence map›Paper›PMID 40874420›Full record

ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Insights into the Mechanisms of Immune-Checkpoint Inhibitors Gained from Spatiotemporal Dynamics of the Tumor Microenvironment.

Yuanyuan Zhang, Zhihua Liu

Abstract readReview
In one paragraph

Review in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
–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

12 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  11. Terminally exhausted CD8Frontiers in immunology · 2025
    Review
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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

2 authors.

Yuanyuan ZhangState Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Zhihua LiuState Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.ORCID https://orcid.org/0000-0003-4242-033X

Funding

Beijing Nova Program, the CAMS Innovation Fund for Medical Sciences 2021-I2 M-1-018Beijing Nova Program, the CAMS Innovation Fund for Medical Sciences 2023-I2M-2-004Beijing Nova Program, the CAMS Innovation Fund for Medical Sciences 2024-I2M-3-009National Natural Science Foundation of China 82188102National Natural Science Foundation of China 82472949Noncommunicable Chronic Diseases-National Science and Technology Major Project 2024ZD0525200Shenzhen Medical Research Funds C2303002
6 · The paper itself

Abstract

Immunotherapy, particularly immune checkpoint inhibitors (ICIs), has revolutionized cancer treatment, yet durable responses are achieved in only a subset of patients. The tumor microenvironment (TME) plays a key role in cancer progression and immune modulation, critically influencing the efficacy of ICIs. Recent advances in single-cell technologies have enabled high-resolution profiling of the TME, particularly tumor-infiltrating immune cells, across diverse cancer types. However, our understanding of how immune cells shape ICI responses and how they are dynamically altered during treatment remains incomplete. In this review, we summarize recent progress in characterizing TME features associated with ICI responsiveness, highlighting key immune cell subsets involved in ICI therapy and emphasizing their phenotypic plasticity and functional adaptability following ICIs. Additionally, we outline the spatial architecture of the TME in terms of its effects on immune cell behavior and interactions, and discuss the critical role of stromal components and the microbiota in modulating the immune landscape and influencing ICI responsiveness. By integrating these insights, we aim to deepen our understanding of the cellular and molecular mechanisms underlying ICI responses, elucidate determinants of therapeutic sensitivity and resistance, and inform the development of more effective immunotherapeutic strategies.

Indexed as

Immune Checkpoint InhibitorsImmunotherapyNeoplasmsTumor MicroenvironmentHumansImmune Checkpoint Inhibitorsimmune checkpoint inhibitorsimmunotherapy responsespatial architecturespatiotemporal dynamicstumor microenvironment

Identifiers

PMID40874420
PMCPMC12462942

What OpenQuestion holds

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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.