ArticleJAMA network open2024
Tumor-Stroma Proportion to Predict Chemoresistance in Patients With Ovarian Cancer.
Article in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.
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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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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
20 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.
- Pooled it
- Tumour-Stroma Ratio and Platinum Resistance in Epithelial Ovarian Cancer: An Exploratory Analysis.Cancers · 2026Article
- Chemotherapy induces an IL1β-dependent neutrophil recruitment and activation that promote chemoresistance in metastatic ovarian cancer.Journal for immunotherapy of cancer · 2026Article
- A prospective study of tumor-stroma ratio in resected intrahepatic mass-forming cholangiocarcinoma: prognostic value and correlation with gadoxetic acid-enhanced MRI.European radiology · 2026Article
- Time-dependent Diffusion MRI for Predicting Response to Induction Chemotherapy in Nasopharyngeal Carcinoma.Radiology. Imaging cancer · 2026Article
- Cell-intrinsic and tumor microenvironmental determinants of platinum resistance in epithelial ovarian cancer.Discover oncology · 2026Review
- Predicting induction chemotherapy response based on tumor-stroma ratio and pretreatment synthetic MRI in nasopharyngeal carcinoma.European radiology experimental · 2026Article
- Tumor stroma ratio-based radiomics model for predicting platinum resistance and prognosis in epithelial ovarian cancer.Journal of ovarian research · 2026Article
- Article
- Multi-modal characterization of transcriptional programs that drive metastatic cascades to solid sites and ascites in ovarian cancer.bioRxiv : the preprint server for biology · 2025Article
- Characterization of collagen profile in peritoneal metastases of colorectal cancer.Scientific reports · 2025Article
- Stroma content in triple-negative breast cancer spheroid models regulates penetration and efficacy of tumor-targeting Salmonella typhimurium.NPJ breast cancer · 2025Article
- Quantitative and qualitative metrics of tumor stroma in predicting ovarian cancer outcomes and expansion of its study with AI-based tools.Molecular therapy. Oncology · 2025Review
- Tumor-stroma ratio combined with PD-L1 identifies pancreatic ductal adenocarcinoma patients at risk for lymph node metastases.British journal of cancer · 2025Article
- LncRNA16 inhibits pyroptosis and promotes platinum resistance in non-small cell lung cancer by sponging miRNA1827 to regulate MBD3/GSDME expression.Cancer cell international · 2025Article
- Tumor-stroma proportion is associated with increased M2 macrophage abundance and predicts the resistance to immune checkpoint blockade in breast cancer.Translational oncology · 2025Article
- Association of High Tumor-Stroma Ratio with Prostate Cancer Progression: Insights from Clinical and Genomic Data.International journal of general medicine · 2025Article
- Serous Ovarian Carcinoma: Detailed Analysis of Clinico-Pathological Characteristics as Prognostic Factors.Cancers · 2024Article
- Targeting mitochondria: a novel approach for treating platinum-resistant ovarian cancer.Journal of translational medicine · 2024Review
- Spatiotemporal architecture of immune cells and cancer-associated fibroblasts in high-grade serous ovarian carcinoma.Science advances · 2024Article
Corrections and comments
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Authors and funding
9 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
importancePlatinum-based chemotherapy is the backbone of standard-of-care treatment for patients with advanced-stage, high-grade serous carcinoma (HGSC), the most common form of ovarian cancer; however, one-third of patients have or acquire chemoresistance toward platinum-based therapies.
objectiveTo demonstrate the utility of tumor-stroma proportion (TSP) as a predictive biomarker of chemoresistance of HGSC, progression-free survival (PFS), and overall survival (OS). DESIGN, SETTING, AND
participantsThis prognostic study leveraged tumors from patients with HGSC in The Cancer Genome Atlas (TCGA) cohort (1993-2013) and an independent cohort of resected clinical specimens from patients with HGSC (2004-2014) available in diagnostic and tissue microarray formats from the University of Tübingen in Germany. Data analysis was conducted from January 2021 to January 2024. EXPOSURE: Diagnosis of HGSC. MAIN OUTCOMES AND MEASURES: Principal outcome measures were the ability of TSP to predict platinum chemoresistance, PFS, and OS. Using hematoxylin and eosin-stained slides from the Tübingen cohort (used for routine diagnostic assessment from surgical specimens) as well as tissue microarrays, representative sections of tumors for scoring of TSP were identified using previously evaluated cutoffs of 50% stroma or greater (high TSP) and less than 50% stroma (low TSP). Digitized slides from the TCGA Cohort were analyzed and scored in a similar fashion. Kaplan-Meier time-to-event functions were fit to estimate PFS and OS.
resultsThe study included 103 patients (mean [SD] age, 61.6 [11.1] years) from the TCGA cohort and 192 patients (mean [SD] age at diagnosis, 63.7 [11.1] years) from the Tübingen cohort. In the TCGA cohort, there was no significant association of TSP levels with chemoresistance, PFS, or OS. However, in the Tübingen cohort, high TSP was associated with significantly shorter PFS (HR, 1.586; 95% CI, 1.093-2.302; P = .02) and OS (hazard ratio [HR], 1.867; 1.249-2.789; P = .002). Patients with chemoresistant tumors were twice as likely to have high TSP as compared to patients with chemosensitive tumors (HR, 2.861; 95% CI, 1.256-6.515; P = .01). In tissue microarrays from 185 patients from the Tübingen cohort, high TSP was again associated with significantly shorter PFS (HR, 1.675; 95% CI, 1.012-2.772 P = .04) and OS (HR, 2.491; 95% CI, 1.585-3.912; P < .001). CONCLUSIONS AND RELEVANCE: In this prognostic study, TSP was a consistent and reproducible marker of clinical outcome measures of HGSC, including PFS, OS, and platinum chemoresistance. Accurate and cost-effective predictive biomarkers of platinum chemotherapy resistance are needed to identify patients most likely to benefit from standard treatments, and TSP can easily be implemented and integrated into prospective clinical trial design and adapted to identify patients who are least likely to benefit long-term from conventional platinum-based cytotoxic chemotherapy treatment at the time of initial diagnosis.
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