SynthesisJAMA cardiology2019
Assessment of Prognostic Value of Left Ventricular Global Longitudinal Strain for Early Prediction of Chemotherapy-Induced Cardiotoxicity: A Systematic Review and Meta-analysis.
Synthesis in JAMA cardiology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07515859 (Risk Stratification of Cancer Therapy-Related Cardiac Dysfunction Using AI-Enhanced Electrocardiography), which is not on this map. Cited by 252 papers, 5 of them syntheses that pooled 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.
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.
Risk Stratification of Cancer Therapy-Related Cardiac Dysfunction Using AI-Enhanced Electrocardiography
Who cites it
252 citing papers in PubMed, 5 syntheses or guidelines pooled it, 390 citations in OpenAlex.
- Applications of Speckle Tracking Echocardiography in Stress Echocardiography: A Systematic Review on Feasibility, Diagnostic, and Clinical Utility.Echocardiography (Mount Kisco, N.Y.) · 2025Pooled it
- Diagnostic Value of Three-Dimensional Speckle Tracking Imaging Strain Parameters for Detection of Cancer Chemotherapy-Related Cardiac Dysfunction: A Meta-Analysis.Arquivos brasileiros de cardiologia · 2023Pooled it
- MIBG cardiac imaging compared to ejection fraction in evaluation of cardiotoxicity: a systematic review.Journal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology · 2022Pooled it
- Pooled it
- Asymptomatic systolic dysfunction on contemporary echocardiography in anthracycline-treated long-term childhood cancer survivors: a systematic review.Journal of cancer survivorship : research and practice · 2022Pooled it
- Sacubitril/Valsartan and Prevention of Cardiac Dysfunction During Adjuvant Breast Cancer Therapy: The PRADA II Randomized Clinical Trial.Circulation · 2025Trial
- Subclinical cardiac damage monitoring in breast cancer patients treated with an anthracycline-based chemotherapy receiving left-sided breast radiation therapy: subgroup analysis from a phase 3 trial.La Radiologia medica · 2024Trial
- Strain surveillance during chemotherapy to improve cardiovascular outcomes: the SUCCOUR-MRI trial.European heart journal · 2024Trial
- Ivabradine for the Prevention of Anthracycline-Induced Cardiotoxicity in Female Patients with Primarily Breast Cancer: A Prospective, Randomized, Open-Label Clinical Trial.Medicina (Kaunas, Lithuania) · 2023Trial
- Evaluation of Cardiac Function After Stereotactic Body Radiation Therapy for Lung Tumors: Results of the Prospective Explorative Heart-Lung Study.Advances in radiation oncology · 2026Article
- Asymptomatic Cardiotoxicity After High-Dose Anthracycline Treatment in Sarcoma Patients Assessed by Biomarkers and Echocardiography.International journal of cancer · 2026Article
- Circulating Biomarkers in Cardio-Oncology: Prediction and Prognostication.Current cardiology reports · 2026Review
- Article
- Strain imaging in heart failure: from early detection to prognostic assessment.ESC heart failure · 2026Review
- Cardio-Oncology in Cold Climates: Epidemiological Features, Bidirectional Interaction Mechanisms, and Integrated Management Strategies.Cardiovascular toxicology · 2026Review
- Risk-Adaptive Cardio-Oncology Rehabilitation: A Narrative Review of Exercise Prescription, Multimodal Monitoring, and Implementation Pathways.Healthcare (Basel, Switzerland) · 2026Review
- Cardiovascular Risk Stratification and Surveillance in Cardio-Oncology: Mechanistic Foundations and Future Directions.Biomedicines · 2026Review
- Applications of Left Atrial Strain in Cardiovascular Disease: A Comprehensive Review of Recent Evidence.Reviews in cardiovascular medicine · 2026Review
- Article
- Fully automated analysis of cardiotoxicity surveillance echocardiograms: a direct test-retest precision comparison with experts.European heart journal. Imaging methods and practice · 2026Article
192 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 7 institutions in 3 countries.
Funding
Abstract
Importance: Echocardiographic left ventricular global longitudinal strain (GLS) detects early subclinical ventricular dysfunction and can be used in patients receiving potentially cardiotoxic chemotherapy. A meta-analysis of the prognostic value of GLS for cancer therapy-related cardiac dysfunction (CTRCD) has not been performed, to our knowledge. Objective: To explore the prognostic value of GLS for the prediction of CTRCD. Data Sources: Systematic search of the MEDLINE, Embase, Scopus, and the Cochrane Library databases from database inception to June 1, 2018. Study Selection: Cohort studies assessing the prognostic or discriminatory performance of GLS before or during chemotherapy for subsequent CTRCD. Data Extraction and Synthesis: Random-effects meta-analysis and hierarchical summary receiver operating characteristic curves (HSROCs) were used to summarize the prognostic and discriminatory performance of different GLS indices. Publication bias was assessed using the Egger test, and meta-regression was performed to assess sources of heterogeneity. Main Outcomes and Measures: The primary outcome was CTRCD, defined as a clinically significant change in left ventricular ejection fraction with or without new-onset heart failure symptoms. Results: Analysis included 21 studies comprising 1782 patients with cancer, including breast cancer, hematologic malignancies, or sarcomas, treated with anthracyclines with or without trastuzumab. The incidence of CTRCD ranged from 9.3% to 43.8% over a mean follow-up of 4.2 to 23.0 months (pooled incidence, 21.0%). For active treatment absolute GLS (9 studies), the high-risk cutoff values ranged from -21.0% to -13.8%, with worse GLS associated with a higher CTRCD risk (odds ratio, 12.27; 95% CI, 7.73-19.47; area under the HSROC, 0.86; 95% CI, 0.83-0.89). For relative changes vs a baseline value (9 studies), cutoff values ranged from 2.3% to 15.9%, with a greater decrease linked to a 16-fold higher risk of CTRCD (odds ratio, 15.82; 95% CI, 5.84-42.85; area under the HSROC, 0.86; 95% CI, 0.83-0.89). Both indices showed significant publication bias. Meta-regression identified differences in sample size and CTRCD definition but not GLS cutoff value as significant sources of interstudy heterogeneity. Conclusions and Relevance: In this meta-analysis, measurement of GLS after initiation of potentially cardiotoxic chemotherapy with anthracyclines with or without trastuzumab had good prognostic performance for subsequent CTRCD. However, risk of bias in the original studies, publication bias, and limited data on the incremental value of GLS and its optimal cutoff values highlight the need for larger prospective multicenter studies.
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Registered trials
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.