Evidence map›Paper›PMID 42182758›Full record

ArticleJournal of thoracic disease2026

Development and validation of nomograms integrating electrolyte, nutritional, and inflammatory indicators to predict survival in advanced esophageal cancer undergoing immunotherapy or radioimmunotherapy.

Shaotong Tang, Can Feng, Ning Liang, Lili Qiao, Zhong Lu, Yajuan Lv, Xiaofan Yang, Yuying Hao, Jiandong Zhang

Abstract read
In one paragraph

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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Shaotong TangSchool of Clinical Medicine, Shandong Second Medical University, Weifang, China.
Can FengSchool of Clinical Medicine, Shandong Second Medical University, Weifang, China.
Ning LiangDepartment of Oncology, The First Affiliated Hospital of Shandong First Medical University/Shandong Provincial Qianfoshan Hospital, Shandong Lung Cancer Institute, Jinan, China.
Lili QiaoDepartment of Oncology, The First Affiliated Hospital of Shandong First Medical University/Shandong Provincial Qianfoshan Hospital, Shandong Lung Cancer Institute, Jinan, China.
Zhong LuDepartment of Oncology, Affiliated Hospital of Shandong Second Medical University, School of Clinical Medicine, Shandong Second Medical University, Weifang, China.
Yajuan LvDepartment of Oncology, The First Affiliated Hospital of Shandong First Medical University/Shandong Provincial Qianfoshan Hospital, Shandong Lung Cancer Institute, Jinan, China.
Xiaofan YangDepartment of Oncology, The First Affiliated Hospital of Shandong First Medical University/Shandong Provincial Qianfoshan Hospital, Shandong Lung Cancer Institute, Jinan, China.
Yuying Hao *Department of Oncology, The First Affiliated Hospital of Shandong First Medical University/Shandong Provincial Qianfoshan Hospital, Shandong Lung Cancer Institute, Jinan, China.
Jiandong Zhang *School of Clinical Medicine, Shandong Second Medical University, Weifang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The advent of immunotherapy has improved the survival of patients with advanced esophageal cancer (EC), yet there remain problems of poor overall prognosis and substantial individual heterogeneity. This study aimed to explore the correlation between pretreatment peripheral blood indicators and prognosis in patients with advanced EC undergoing immunotherapy or radioimmunotherapy, and to develop and validate prognostic nomograms for clinical risk stratification. Methods: This retrospective study enrolled 221 patients with advanced EC who underwent immunotherapy or radioimmunotherapy. Electrolyte, nutritional and inflammatory peripheral blood indicators, as well as clinicopathological indicators, were selected as potential prognostic factors for collection. The Kaplan-Meier analysis was used to generate survival curves, the log-rank test was conducted to compare intergroup survival differences, and subgroup analysis was performed stratified by whether patients received combined radiotherapy. Univariate and multivariate Cox regression analyses were conducted to screen independent prognostic factors for overall survival (OS) and progression-free survival (PFS). Prognostic nomograms for OS and PFS were constructed based on independent prognostic factors, and internal validation was performed using the Bootstrap method for bias correction. The predictive accuracy, discriminative ability, and clinical utility of the nomograms were evaluated via the area under the curve (AUC), concordance index (C-index), calibration curves, and decision curve analysis (DCA). Results: Multivariate Cox regression analysis showed that serum sodium [hazard ratio (HR) =0.920, 95% CI: 0.864-0.980, P=0.01], serum calcium (HR =1.026, 95% CI: 1.010-1.042, P=0.001), T stage (HR =2.883, 95% CI: 1.172-7.090, P=0.02) and systemic immune-inflammation index (SII) (HR =1.001, 95% CI: 1.001-1.001, P=0.01) were independent prognostic factors for OS. Serum sodium (HR =0.946, 95% CI: 0.901-0.993, P=0.03), prognostic nutritional index (PNI) (HR =0.953, 95% CI: 0.922-0.985, P=0.005), age (HR =0.977, 95% CI: 0.957-0.997, P=0.02), and treatment modality (whether combined with radiotherapy, HR =1.449, 95% CI: 1.048-2.004, P=0.03) were independent prognostic factors for PFS. The C-index of the OS nomogram constructed based on the above indicators was 0.667 (95% CI: 0.614-0.721), and the AUC for predicting 1-, 2-, and 3-year OS rates were 0.726, 0.731 and 0.712, respectively. The C-index of the PFS nomogram was 0.610 (95% CI: 0.560-0.660), and the AUC for predicting 3-, 6-, and 9-month PFS rates were 0.618, 0.627 and 0.643, respectively. The calibration curves and DCA results confirmed that both nomograms had ideal predictive accuracy and clinical application value. Conclusions: Pretreatment serum sodium, serum calcium, SII and tumor (T) stage are independent prognostic factors for OS in advanced EC patients undergoing immunotherapy or radioimmunotherapy, and serum sodium, PNI, age and treatment modality (whether combined with radiotherapy) are independent prognostic factors for PFS. The OS and PFS nomogram model constructed based on the aforementioned multi-dimensional and convenient prognostic indicators has good discrimination, accuracy and clinical application value.

Indexed as

Esophageal cancer (EC)immunotherapyinflammatory indicatorsprognostic factorsserum electrolytes

Identifiers

PMID42182758
PMCPMC13190069

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.