Evidence map›Paper›PMID 42432570›Full record

ArticleBMC cancer2026

Prognostic value of tertiary lymphoid structures in high-risk esophageal squamous cell carcinoma following neoadjuvant chemoimmunotherapy.

Dongdong Huang, Yuejun Han, Hui Wu, Qiyue Wang, Xiaodong Teng, Huifang Zhang, Runzhou Zhuang, Xianghua Ye, Yingqi Chen, Tongshuo Wu and 2 more

Abstract read
In one paragraph

Article in BMC cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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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

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Dongdong Huang *Department of Pathology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Yuejun Han *Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Hui Wu *Department of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Qiyue WangDepartment of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Xiaodong TengDepartment of Pathology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Huifang ZhangDepartment of Pathology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Runzhou ZhuangDepartment of Thoracic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Xianghua YeDepartment of Radiation Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Yingqi ChenDepartment of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Tongshuo WuDepartment of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Peng YeDepartment of Thoracic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China. dr.pengye@zju.edu.cn.
Haiping JiangDepartment of Medical Oncology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China. jianghaiping@zju.edu.cn.ORCID http://orcid.org/0000-0002-4394-6176

Funding

the Development Center for Medical Science and Technology National Health Commission of the People's Republic of China WKZX2024CX102213the National Natural Science Foundation of China 82573722the Natural Science Foundation of Zhejiang Province 2024-KYI-00I-I05the Natural Science Foundation of Zhejiang Province LMS25H160019
6 · The paper itself

Abstract

backgroundTertiary lymphoid structures (TLSs) are implicated in anti-tumor immunity. However, their prognostic value in esophageal squamous cell carcinoma (ESCC) following neoadjuvant chemoimmunotherapy (NCI) remains unestablished, particularly in high-risk subgroups.

methodsWe retrospectively analyzed a cohort of 186 ESCC patients who underwent curative-intent surgery after NCI. TLS density, maturity, and spatial distribution were evaluated. Prognostic models were developed using LASSO and multivariable Cox regression. Spatial proteomic profiling (GeoMx DSP) and immunohistochemistry were performed to characterize TLS-associated immune landscapes in high-risk stage III patients.

resultsHigh overall TLS (oTLS) density and the presence of secondary follicle-like TLSs (SFTs) were independently associated with superior overall survival (OS) and disease-free survival (DFS). Notably, in patients with poor pathological response, lymph node metastasis, or advanced-stage disease, those with robust TLS signatures had survival outcomes that were not significantly different from those of lower-risk patients who lacked favorable TLS features. Furthermore, TLSs in the peritumoral compartment demonstrated significant prognostic value. A TLS-incorporated nomogram and a simplified TLS-based risk-scoring system were developed, which demonstrated superior predictive accuracy over models based on traditional clinicopathological factors alone. Spatial proteomic and immunohistochemical analyses revealed that TLS-high tumors exhibited enrichment of CD38⁺ plasma cells surrounding TLSs.

conclusionTLS characteristics are potent, independent prognostic determinants in ESCC after NCI, capable of mitigating risks associated with adverse clinicopathological features. The developed models provide practical tools for personalized risk stratification, with mechanistic insights linking TLSs to plasma cell-mediated immunity.

Indexed as

Esophageal NeoplasmsEsophageal Squamous Cell CarcinomaImmunotherapyTertiary Lymphoid StructuresAgedFemaleHumansMaleMiddle AgedNeoadjuvant TherapyPrognosisProteomicsRetrospective StudiesEsophageal squamous cell carcinomaHigh-risk subgroupsNeoadjuvant chemoimmunotherapyPrognosisTertiary lymphoid structure

Identifiers

PMID42432570
PMCPMC13640153

What Socratic holds

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Registered trials

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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 Socratic graph.