Evidence map›Paper›PMID 38091397›Full record

ArticleScience advances2023

Comprehensive single-cell analysis demonstrates radiotherapy-induced infiltration of macrophages expressing immunosuppressive genes into tumor in esophageal squamous cell carcinoma.

Hidekazu Oyoshi, Junyan Du, Shunsuke A Sakai, Riu Yamashita, Masayuki Okumura, Atsushi Motegi, Hidehiro Hojo, Masaki Nakamura, Hidenari Hirata, Hironori Sunakawa and 12 more

Open access · goldAbstract read
In one paragraph

Article in Science advances, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed
7.8field-weighted citation impact, top 2% of its field
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

31 citing papers in PubMed, 34 citations in OpenAlex.

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  10. Immune Predictors of Radiotherapy Outcomes in Cervical Cancer.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  11. Macrophages Drive Ferroptosis Resistance after Radiotherapy.Cancer communications (London, England) · 2026
    Article
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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

22 authors at 5 institutions in 1 country.

Hidekazu OyoshiDepartment of Radiation Oncology, National Cancer Center Hospital East, Kashiwa, Chiba 277-8577, Japan.ORCID 0000-0002-5600-0312
Junyan DuDivision of Translational Informatics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Kashiwa, Chiba 277-8577, Japan.
Shunsuke A SakaiDivision of Translational Informatics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Kashiwa, Chiba 277-8577, Japan.
Riu YamashitaDivision of Translational Informatics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Kashiwa, Chiba 277-8577, Japan.
Masayuki OkumuraDepartment of Radiation Oncology, National Cancer Center Hospital East, Kashiwa, Chiba 277-8577, Japan.ORCID 0000-0002-9842-165X
Atsushi MotegiDepartment of Radiation Oncology, National Cancer Center Hospital East, Kashiwa, Chiba 277-8577, Japan.
Hidehiro HojoDepartment of Radiation Oncology, National Cancer Center Hospital East, Kashiwa, Chiba 277-8577, Japan.
Masaki NakamuraDepartment of Radiation Oncology, National Cancer Center Hospital East, Kashiwa, Chiba 277-8577, Japan.ORCID 0000-0002-4431-8892
Hidenari HirataDepartment of Radiation Oncology, National Cancer Center Hospital East, Kashiwa, Chiba 277-8577, Japan.ORCID 0000-0003-3130-6857
Hironori SunakawaDepartment of Gastroenterology and Endoscopy, National Cancer Center Hospital East, Kashiwa, Chiba 277-8577, Japan.
Daisuke KotaniDepartment of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Chiba 277-8577, Japan.
Tomonori YanoDepartment of Gastroenterology and Endoscopy, National Cancer Center Hospital East, Kashiwa, Chiba 277-8577, Japan.
Takashi KojimaDepartment of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Chiba 277-8577, Japan.
Yuka NakamuraPathology Division, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Kashiwa, Chiba 277-8577, Japan.
Motohiro KojimaPathology Division, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Kashiwa, Chiba 277-8577, Japan.
Ayako SuzukiDepartment of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba 277-8562, Japan.ORCID 0000-0001-9917-2280
Junko ZenkohDepartment of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba 277-8562, Japan.
Katsuya TsuchiharaDivision of Translational Informatics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Kashiwa, Chiba 277-8577, Japan.ORCID 0000-0001-7507-2349
Tetsuo AkimotoDepartment of Radiation Oncology, National Cancer Center Hospital East, Kashiwa, Chiba 277-8577, Japan.ORCID 0000-0003-0881-1345
Atsushi ShibataDivision of Molecular Oncological Pharmacy, Faculty of Pharmacy, Keio University, Shibakouen, Minato-ku, Tokyo, 105-8512, Japan.ORCID 0000-0001-8912-6977
Yutaka SuzukiDepartment of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba 277-8562, Japan.ORCID 0000-0002-7559-5139
Shun-Ichiro KageyamaDepartment of Radiation Oncology, National Cancer Center Hospital East, Kashiwa, Chiba 277-8577, Japan.ORCID 0000-0002-6072-0144
National Cancer Center Hospital East · JPChiba Cancer Center · JPThe University of Tokyo · JPUbe Frontier University · JPKeio University · JP

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Radiotherapy (RT) combined with immunotherapy is promising; however, the immune response signature in the clinical setting after RT remains unclear. Here, by integrative spatial and single-cell analyses using multiplex immunostaining (CODEX), spatial transcriptome (VISIUM), and single-cell RNA sequencing, we substantiated the infiltration of immune cells into tumors with dynamic changes in immunostimulatory and immunosuppressive gene expression after RT. In addition, our comprehensive analysis uncovered time- and cell type-dependent alterations in the gene expression profile after RT. Furthermore, myeloid cells showed prominent up-regulation of immune response-associated genes after RT. Notably, a subset of infiltrating tumor-associated myeloid cells showing PD-L1 positivity exhibited significant up-regulation of immunostimulatory (HMGB1 and ISG15), immunosuppressive (SIRPA and IDO1), and protumor genes (CXCL8, CCL3, IL-6, and IL-1AB), which can be targets of immunotherapy in combination with PD-L1. These datasets will provide information on the RT-induced gene signature to seek an appropriate target for personalized immunotherapy combined with RT and guide the timing of combination therapy.

Indexed as

Carcinoma, Squamous CellEsophageal NeoplasmsEsophageal Squamous Cell CarcinomaB7-H1 AntigenHumansImmunosuppressive AgentsMacrophagesB7-H1 AntigenImmunosuppressive Agents

Identifiers

PMID38091397
PMCPMC10848745
OpenAlexW4389697171

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.