ArticleFrontiers in oncology2024
Prognostic importance of an indicator related to systemic inflammation and insulin resistance in patients with gastrointestinal cancer: a prospective study.
Article in Frontiers in oncology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
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Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The association of triglyceride-glucose index with cancer incidence and mortality: a systematic review and meta-analysis of cohort studies.Frontiers in endocrinology · 2025Pooled it
- Metabolic-inflammatory index CTI identifies high-risk early-stage natural killer/T-cell lymphoma and informs a novel prognostic model.Biomarker research · 2026Article
- Association between C-reactive protein-triglyceride glucose index and osteoarthritis in US adults: Evidence from NHANES (2017-2020).Medicine · 2026Article
- Association of TyG-BMI and malnutrition with reduced survival outcomes in patients with cancer: a prospective study.Frontiers in nutrition · 2026Article
- Clinical Significance of the C-Reactive Protein-Triglyceride-Glucose Index in Cardiovascular Disease, Stroke, Cardiovascular-Kidney-Metabolic Syndrome, Cancer, Diabetes, and Osteoporosis: A Narrative Review.International journal of general medicine · 2026Review
- Association of the C-reactive protein-triglyceride-glucose index with the risk of incident cardiovascular disease in rectal cancer survivors.Frontiers in cardiovascular medicine · 2026Article
- Association between the composite CRP-TyG index and incident malignancy risk in hospitalized patients with diabetes: a retrospective cohort study with nonlinear effect analysis.Frontiers in oncology · 2026Article
- Cumulative of c-reactive protein-triglyceride glucose index exposure and risk of diabetes in middle-aged and older Chinese adults: findings from a national longitudinal cohort.Diabetology & metabolic syndrome · 2025Article
- Association between the C-reactive protein-triglyceride-glucose index (CTI) and the risk of acute kidney injury in critically ill patients with cirrhosis.BMC nephrology · 2025Article
- C-reactive protein-triglyceride glucose index in predicting three-vessel coronary artery disease risk: a retrospective study using machine learning approaches.Annals of medicine · 2025Article
- Associations of cumulative exposure and dynamic trajectories of the C-reactive protein-triglyceride-glucose index with incident stroke in middle-aged and older Chinese adults: a longitudinal analysis based on CHARLS.Cardiovascular diabetology · 2025Article
- C-reactive protein-triglyceride glucose index predicts mortality in cardiovascular-kidney-metabolic syndrome stage 0-3: a prospective cohort study.Diabetology & metabolic syndrome · 2025Article
- Article
- The C-reactive protein-triglyceride-glucose index (CTI) as a predictor of mortality and hospital stay in critically ill patients: a retrospective cohort study.Lipids in health and disease · 2025Article
- Impact of non-alcoholic hepatic steatosis on prognosis and clinical outcomes in gastric cancer patients undergoing laparoscopic distal gastrectomy.World journal of gastrointestinal surgery · 2025Article
- Association of C reactive protein triglyceride glucose index with mortality in coronary heart disease and type 2 diabetes from NHANES data.Scientific reports · 2025Article
- Inflammatory storm and metabolic disorders: unraveling heterogeneity in mortality risk for comorbid diabetes mellitus and heart failure via the C-reactive protein-triglyceride-glucose index.Frontiers in endocrinology · 2025Article
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Abstract
Background: Systemic inflammation (SI) and insulin resistance (IR) are correlated to the progression of gastrointestinal (GI) cancer. Therefore, this study aimed to analyze the potential clinical value of the C-reactive protein-triglyceride-glucose index (CTI) in relation to SI and IR in patients with GI cancer. Methods: This prospective cohort study included patients with GI cancer. Patient data were collected from Fujian Cancer Hospital as an external validation cohort. Prognostic AUC, time-dependent ROC curve, C-index, and calibration curve analyses were used to predict the efficacy and accuracy of CTI survival prediction. Multivariate survival analysis was performed to evaluate the potential prognostic value of the CTI. Multiple logistic regression was performed to evaluate the relationship between the CTI and 90-day and 180-day mortalities. Results: We divided 1520 patients with GI cancer (mean age, 60.39 ± 11.3 years; male sex, 67%) into a training cohort and internal validation cohort; the external validation cohort included 476 patients. Prognostic AUC, time-dependent ROC curve, C-index, and calibration curve analyses of all cohorts indicated that the CTI could reliably and accurately predict the short- and long-term survival outcomes of patients with GI cancer. Multivariate survival analysis showed that for each standard deviation increase in the CTI, the risk of death increased by 32%, 21%, and 40% in the training, internal validation, and external validation cohorts, respectively. A high CTI was correlated to worse survival in patients with GI cancer (training cohort, hazard ratio [HR]=1.67, 95% confidence interval [CI]=1.35-2.08; internal validation cohort, HR=1.51, 95% CI=1.07-2.14, and external validation cohort, HR=1.59, 95% CI=1.18-2.13). In different tumor subgroups, a high CTI predicted worse survival outcomes for upper GI cancer (HR=1.54, 95% CI=1.18-2.01) and lower GI cancer (HR=1.98, 95% CI=1.36-2.86). Multivariate logistic regression analysis showed that a high CTI was positively correlated with 90-day (odds ratio [OR]=3.25, 95% CI=1.75-6.23) and 180-day mortalities (OR=2.66, 95% CI=1.72-4.15). Conclusions: The CTI is related to SI and IR and can predict the short- and long-term prognosis of patients with GI cancer. Evaluation of the CTI could provide clinicians with an effective tool for predicting the prognosis of patients with GI cancer. Clinical trial registration: https://www.chictr.org.cn/showproj.html?proj=31813, identifier ChiCTR1800020329.
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