Evidence map›Paper›PMID 40928576›Full record

ArticleAnnals of surgical oncology2026

Number of Examined Lymph Nodes in the Highest Quartile Enhances Staging and Prognosis for Patients with Esophageal Cancer Receiving Neoadjuvant Therapy.

Lingling Xia, Hao Cheng, Bin Li, Xinyu Cheng, Zhengkai Liao, Ximing Xu, Yongshun Chen

Abstract readMulticenter Study
PubMed Publisher
In one paragraph

Article in Annals of surgical oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers 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.

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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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

7 authors.

Lingling Xia *Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China.
Hao Cheng *Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China.
Bin Li *Department of Oncology, Sichuan Taikang Hospital, Chengdu, China.
Xinyu ChengThe Affiliated Anyang Tumor Hospital of Henan University of Science and Technology, Anyang, China.
Zhengkai LiaoDepartment of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan, China.
Ximing XuCancer Center, Renmin Hospital of Wuhan University, Wuhan, China. doctorxu120@whu.edu.cn.
Yongshun ChenCancer Center, Renmin Hospital of Wuhan University, Wuhan, China. yongshun2007@163.com.

Funding

This study was partially supported by the Special Project of Central Government for Local Science and Technology Development of Hubei Province 2020ZYYD006
6 · The paper itself

Abstract

backgroundThe optimal number of examined lymph nodes (ELN) for accurate staging and prognosis for esophageal cancer patients receiving neoadjuvant therapy remains controversial. This study aimed to evaluate the impact of ELN count on pathologic staging and survival outcomes and to develop a predictive model for lymph node positivity in this patient population.

methodsData were extracted from the Surveillance, Epidemiology, and End Results (SEER) database and a multicenter cohort. The inverse probability-weighting and propensity score-matching method was used to balance baseline characteristics. Patients were stratified into four ELN count groups based on quartiles: Q1 (1-9), Q2 (10-14), Q3 (15-20), and Q4 (≥ 21). A nomogram predicting pathologic lymph node positivity was constructed using least absolute shrinkage, selection operator regression, and multivariate logistic regression, incorporating variables such as age, sex, T stage, cN stage, and ELN count.

resultsThe training cohort included 1736 patients from the SEER database. After matching, the Q4 group demonstrated significantly superior 5 year overall survival compared with the other three groups, whereas the Q2 and Q3 groups exhibited comparable outcomes. The Q1 group had the worst prognosis. The nomogram demonstrated strong discriminatory ability, with area under the curve values of 0.654 (training cohort) and 0.816 (validation cohort). Higher ELN counts, particularly in the Q4 group, were associated with increased detection of lymph node metastases.

conclusionExamination of 21 or more lymph nodes significantly enhances the accuracy of pathologic lymph node staging and improves long-term survival for esophageal cancer patients undergoing neoadjuvant therapy.

Indexed as

Esophageal NeoplasmsLymph NodesNeoadjuvant TherapyNomogramsAgedFemaleFollow-Up StudiesHumansLymphatic MetastasisMaleMiddle AgedNeoplasm StagingPrognosisSEER ProgramSurvival Rate

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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.