Evidence map›Paper›PMID 41845425›Full record

ArticleJournal of translational medicine2026

Dissecting the immunosuppressive microenvironment of LAMA3 + malignant cells and SPP1 + macrophages in esophageal squamous cell carcinoma using single-cell and spatial transcriptomics.

Kunqiao Hong, Chengzhou Pa, Yijie Zhu, Yunrui Dai, Jialong Qi, Ping Wan

Abstract read
In one paragraph

Article in Journal of translational medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. 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

6 authors.

Kunqiao Hong *Department of Gastroenterology, The First People's Hospital of Yunnan Province, Kunming, 650032, China.
Chengzhou Pa *Department of Hepatobiliary, Pancreatic and Vascular Surgery, The First People's Hospital of Kunming, The Affiliated Calmette Hospital of Kunming Medical University, Kunming, 650011, China.
Yijie ZhuDepartment of Gastroenterology, The First People's Hospital of Yunnan Province, Kunming, 650032, China.
Yunrui DaiDepartment of Magnetic Resonance Imaging, First People's Hospital of Yunnan Province, Kunming, Yunnan, 650032, China.
Jialong QiDepartment of Gastroenterology, Yunnan Provincince Clinical Medical Center for Digestive System Diseases, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, 650032, China. 962992598@qq.com.
Ping WanDepartment of Gastroenterology, The First People's Hospital of Yunnan Province, Kunming, 650032, China. sqxn2kkkq@126.com.

Funding

the National Natural Science Foundation of China 82460111
6 · The paper itself

Abstract

backgroundEsophageal squamous cell carcinoma (ESCC) exhibits pronounced tumor microenvironment (TME) heterogeneity, which contributes to tumor invasion, immune evasion, and resistance to therapy. However, the cellular and spatial mechanisms driving this heterogeneity remain incompletely understood.

methodsWe integrated single-cell RNA sequencing and spatial transcriptomics to characterize the cellular composition, spatial organization, and tumor–immune interactions within ESCC tissues. Ligand–receptor communication was inferred using NicheNet modeling, and functional roles of key genes were evaluated through in vitro assays.

resultsWe identified a LAMA3⁺ epithelial subpopulation enriched at the invasive tumor front, characterized by strong epithelial–mesenchymal transition (EMT) signatures and poor prognostic relevance. Tumor-enriched SPP1⁺ macrophages with M2-like phenotypes were also identified and associated with adverse clinical outcomes. Spatial analyses revealed close colocalization of LAMA3⁺ epithelial cells and SPP1⁺ macrophages, while NicheNet modeling indicated reciprocal ligand–receptor interactions that directly mediated the extracellular matrix, and promoted desmoplastic niche formation. This cooperative network restricted lymphocyte infiltration despite a high tumor mutational burden, leading to an immune-excluded microenvironment. Clinically, co-enrichment of LAMA3 and SPP1 predicted impaired responses to anti–PD-L1 therapy. Functional assays further confirmed that LAMA3 promotes tumor cell proliferation, migration, and invasion.

conclusionsOur study identifies a synergistic LAMA3–SPP1 axis that promotes desmoplastic remodeling and immune evasion in ESCC, suggesting a potential therapeutic target to improve immunotherapy outcomes.

Indexed as

Esophageal NeoplasmsEsophageal Squamous Cell CarcinomaLamininMacrophagesOsteopontinSingle-Cell AnalysisTumor MicroenvironmentCell Line, TumorEpithelial-Mesenchymal TransitionGene Expression Regulation, NeoplasticHumansSingle-Cell Gene Expression AnalysisSpatial TranscriptomicsLamininOsteopontin

Identifiers

PMID41845425
PMCPMC13104401

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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.