ArticleJournal for immunotherapy of cancer2018
A nomogram-based immunoprofile predicts overall survival for previously untreated patients with esophageal squamous cell carcinoma after esophagectomy.
Article in Journal for immunotherapy of cancer, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers, 4 of them syntheses that pooled it.
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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.
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Who cites it
49 citing papers in PubMed, 4 syntheses or guidelines pooled it, 78 citations in OpenAlex.
- The Role of PD-L1 Expression as a Predictive Biomarker in Esophageal Cancer: a Meta-Analysis.Journal of gastrointestinal cancer · 2026Pooled it
- TIM-3 as a Prognostic Marker and a Potential Immunotherapy Target in Human Malignant Tumors: A Meta-Analysis and Bioinformatics Validation.Frontiers in oncology · 2021Pooled it
- Prognostic Function of Programmed Cell Death-Ligand 1 in Esophageal Squamous Cell Carcinoma Patients Without Preoperative Therapy: A Systematic Review and Meta-Analysis.Frontiers in oncology · 2021Pooled it
- Prognostic Values of TIM-3 Expression in Patients With Solid Tumors: A Meta-Analysis and Database Evaluation.Frontiers in oncology · 2020Pooled it
- Develop and validate nomogram to predict cancer-specific survival for patients with testicular yolk sac tumors.Frontiers in public health · 2022Trial
- Development and Validation of a Nomogram to Predict Cancer-Specific Survival in Elderly Patients With Papillary Renal Cell Carcinoma.Frontiers in public health · 2022Trial
- Molecular mechanisms, current therapeutics, and emerging strategies in esophageal cancer: A comprehensive review.Chinese medical journal · 2026Review
- The tumor-microenvironment-associated prognostic gene TIGIT promotes malignant phenotypes in esophageal carcinoma.Translational oncology · 2026Article
- Inhibiting METTL3 synergizes with Notch blockade to treat ESCC by targeting cancer stemness via m6A-JAG2.Journal of gastroenterology · 2026Article
- Development and validation of nomograms integrating electrolyte, nutritional, and inflammatory indicators to predict survival in advanced esophageal cancer undergoing immunotherapy or radioimmunotherapy.Journal of thoracic disease · 2026Article
- Combined immunoscore and pan-immune inflammation value associated with pathological response and survival outcomes in esophageal squamous cell carcinoma receiving neoadjuvant immunotherapy.International journal of surgery (London, England) · 2026Article
- A prognostic nomogram based on lymph node skipping metastases in esophageal squamous cell carcinoma.Journal of thoracic disease · 2025Article
- Crosstalk between cancer stem cells and myeloid-derived suppressor cells: implications for tumor progression and immunotherapy.Frontiers in immunology · 2025Review
- Tumor-derived DEFB1 induces immune tolerance by inhibiting maturation of dendritic cell and impairing CD8+ T cell function in esophageal squamous cell carcinoma.Chinese journal of cancer research = Chung-kuo yen cheng yen chiu · 2024Article
- Application of Bioinformatics in Predicting the Efficacy of Digestive Tumour Immunotherapy Target TIM-3 and its Inhibitors.Journal of Cancer · 2024Article
- Identification of enhancer RNATranslational cancer research · 2023Article
- Prognostic value of T cell immunoglobulin and mucin-domain containing-3 expression in upper gastrointestinal tract tumors: A meta-analysis.World journal of gastrointestinal oncology · 2023Article
- Prognostic significance of Lymphocyte-activation gene 3 (LAG3) in patients with solid tumors: a systematic review, meta-analysis and pan-cancer analysis.Cancer cell international · 2023Review
- Systemic treatments for resectable carcinoma of the esophagus.World journal of gastroenterology · 2023Review
- Article
Corrections and comments
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Authors and funding
9 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundImmunoscore, as a prognostic tool defined to quantify in situ immune cell infiltrates, appears to be superior to the TNM staging system. In esophageal squamous cell carcinoma (ESCC), no immunoscore has been established; however, in situ tumor immunology is recognized as highly important. Our study aimed to construct a comprehensive immunoprofile for ESCC.
methodsThe infiltration of four immune cell types (CD8+/CD4+/Foxp3+/CD33+ cells), the expression of both inhibitory (PD-1/PD-L1/Tim-3/LAG-3) and stimulatory checkpoints (OX-40/ICOS), and IDO1 were evaluated by IHC staining and multi-color immunofluorescence in two independent cohorts (95 patients in the primary cohort and 55 patients in the validation cohort). The association with patients' overall survival was analyzed by the Kaplan-Meier method and the Cox model. Nomogram-based immunoprofile was established using the independent prognostic variables. To determine its predictive accuracy and discriminatory capacity, the C-index and calibration curve were calculated.
resultsSignificant correlation of PD-L1 expression in tumor cells with PD-1+ T cell infiltration was found (P = 0.035), indicating the activation of the inhibitory PD-1/PD-L1 pathway in ESCC cases. More PD-L1+ ICs, Tim-3+ ICs and LAG-3+ ICs were found in the CD8-rich tumor microenvironment, which is in accordance with the feedback nature of immune system. After adjustment by TNM stage, four immune variables including the infiltration of CD8+/Foxp3+/CD33+ cells and the PD-L1 expression by tumor cells were selected to construct a prognostic nomogram. The calibration curves showed good accuracy of the nomogram for survival prediction. To overcome the complexity of applying a nomogram in a clinical setting, a simple immunoprofile was then established according to the points of each factor from the nomogram. Our immunoprofile model could separate same-stage patients into different risk subgroups, and showed superior accuracy for survival prediction than the TNM staging system based on the C-index calculation and ROC analysis.
conclusionsOur nomogram-based immunoprofile can provide more accurate prognosis prediction and is an important complement to the TNM staging system for operable ESCC patients.
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