Evidence map›Paper›PMID 41530707›Full record

ArticleBMC cancer2026

A prognostic nomogram for elderly patients with inoperable esophageal cancer undergoing intensity-modulated radiotherapy.

Hailiang Zhang, Yukang Yang, Rong Li, Xueqi Bai, Xue Li, Xia Yan, Jianbo Song

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

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Hailiang Zhang *Cancer Center, Tongji Shanxi Hospital, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Taiyuan, China.
Yukang Yang *Cancer Center, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China.
Rong LiCancer Center, Tongji Shanxi Hospital, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Taiyuan, China.
Xueqi BaiCancer Center, Tongji Shanxi Hospital, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Taiyuan, China.
Xue LiCancer Center, Tongji Shanxi Hospital, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Taiyuan, China.
Xia YanCancer Center, Tongji Shanxi Hospital, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Taiyuan, China. yanxia@sxbqeh.com.cn.
Jianbo SongOncology department, Shanxi Provincial People's Hospital, Shanxi Medical University, Taiyuan, China. jianbo2611@sxmu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo develop and validate a prognostic nomogram incorporating clinical and nutritional factors for individualized survival prediction in elderly patients with inoperable esophageal squamous cell carcinoma (ESCC) treated with intensity-modulated radiotherapy (IMRT).

methodsThis retrospective study enrolled 300 patients aged over 65 with inoperable ESCC who underwent IMRT. Patients were randomly allocated to a training set (n = 211) and a validation set (n = 89) in a 7:3 ratio. Prognostic variables were initially screened using univariate Cox regression, followed by variable selection via the least absolute shrinkage and selection operator regression. Independent predictors were identified through multivariate Cox analysis and incorporated into a nomogram model. Model performance was evaluated using the concordance index, receiver operating characteristic curves, and calibration curves, with the model’s discriminative ability further validated by Kaplan-Meier survival analysis.

resultsFour independent prognostic factors were identified: age ≥ 70 years (HR = 1.50, P = 0.019), Karnofsky performance status score ≥ 80 (HR = 0.54, P = 0.003), radiotherapy dose ≥ 58 Gy (HR = 0.53, P < 0.001), and serum albumin ≥ 40 g/L (HR = 0.70, P = 0.041). The nomogram demonstrated predictive ability for 2-year and 5-year overall survival (OS), with better predictive performance for 5-year OS. The area under the curve values in the training cohort were 0.732 and 0.681, while those in the validation cohort were 0.570 and 0.740, respectively. Calibration and decision curve analyses confirmed the clinical utility and accuracy of the model. Compared to the AJCC 8th edition TNM staging system, the nomogram exhibited superior long-term prognostic performance in this population.

conclusionThis study proposes a clinical nomogram model to assist clinicians in predicting the survival of elderly patients with inoperable ESCC undergoing IMRT and formulating treatment plans.

Indexed as

Esophageal NeoplasmsEsophageal Squamous Cell CarcinomaNomogramsRadiotherapy, Intensity-ModulatedAgedAged, 80 and overFemaleHumansKaplan-Meier EstimateMalePrognosisRetrospective StudiesROC CurveEsophageal squamous cell carcinomaIntensity-modulated radiotherapyNomogramOlder adultsPrognosis

Identifiers

PMID41530707
PMCPMC12895720

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LicenceCC BY-NC-ND
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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.