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Triglyceride-glucose index and heart failure: a systematic review and meta-analysis
BACKGROUND: Insulin resistance (IR) is a major metabolic disorder observed in heart failure (HF) and is tightly associated with patients’ poor prognosis. The triglyceride-glucose index (TyG) has been proposed as a surrogate marker of IR in HF. Yet, whether TyG is a reliable clinical marker is still...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10486123/ https://www.ncbi.nlm.nih.gov/pubmed/37679763 http://dx.doi.org/10.1186/s12933-023-01973-7 |
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author | Khalaji, Amirmohammad Behnoush, Amir Hossein Khanmohammadi, Shaghayegh Ghanbari Mardasi, Kimiya Sharifkashani, Sourena Sahebkar, Amirhossein Vinciguerra, Caterina Cannavo, Alessandro |
author_facet | Khalaji, Amirmohammad Behnoush, Amir Hossein Khanmohammadi, Shaghayegh Ghanbari Mardasi, Kimiya Sharifkashani, Sourena Sahebkar, Amirhossein Vinciguerra, Caterina Cannavo, Alessandro |
author_sort | Khalaji, Amirmohammad |
collection | PubMed |
description | BACKGROUND: Insulin resistance (IR) is a major metabolic disorder observed in heart failure (HF) and is tightly associated with patients’ poor prognosis. The triglyceride-glucose index (TyG) has been proposed as a surrogate marker of IR in HF. Yet, whether TyG is a reliable clinical marker is still under debate. Hence, we aimed to respond to this relevant question via a systematic review and meta-analysis of existing studies. METHODS: A systematic search was conducted in PubMed, Embase, Scopus, and Web of Science to find studies investigating the TyG index in patients with HF or its association with the incidence of HF. Adjusted hazard ratios (HR) and 95% confidence intervals (CI) were pooled through random-effect meta-analysis. HRs were calculated using TyG as a continuous variable (1 unit increase) and by comparing the group with the highest TyG to the lowest TyG group. RESULTS: Thirty studies, involving 772,809 participants, were included in this systematic review. Meta-analysis of seven studies comparing the highest-TyG to the lowest-TyG group showed a significantly increased risk of HF in the former group (HR 1.21, 95% CI 1.14 to 1.29, P < 0.01). The same result was found when pooling the HRs for a one-unit increase in the TyG index (HR 1.17, 95% CI 1.08 to 1.26). Similarly, a more elevated TyG index was associated with a higher incidence of HF in patients with type 2 diabetes or coronary artery disease. Additionally, the incidence of adverse events (readmission and mortality) in patients with HF was associated with TyG. CONCLUSION: Our findings support the TyG index as a valuable marker to assess the risk of HF incidence in different populations and as a prognostic marker in patients with HF. Further studies should be conducted to confirm these associations and investigate the clinical utility of the TyG index. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-023-01973-7. |
format | Online Article Text |
id | pubmed-10486123 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104861232023-09-09 Triglyceride-glucose index and heart failure: a systematic review and meta-analysis Khalaji, Amirmohammad Behnoush, Amir Hossein Khanmohammadi, Shaghayegh Ghanbari Mardasi, Kimiya Sharifkashani, Sourena Sahebkar, Amirhossein Vinciguerra, Caterina Cannavo, Alessandro Cardiovasc Diabetol Research BACKGROUND: Insulin resistance (IR) is a major metabolic disorder observed in heart failure (HF) and is tightly associated with patients’ poor prognosis. The triglyceride-glucose index (TyG) has been proposed as a surrogate marker of IR in HF. Yet, whether TyG is a reliable clinical marker is still under debate. Hence, we aimed to respond to this relevant question via a systematic review and meta-analysis of existing studies. METHODS: A systematic search was conducted in PubMed, Embase, Scopus, and Web of Science to find studies investigating the TyG index in patients with HF or its association with the incidence of HF. Adjusted hazard ratios (HR) and 95% confidence intervals (CI) were pooled through random-effect meta-analysis. HRs were calculated using TyG as a continuous variable (1 unit increase) and by comparing the group with the highest TyG to the lowest TyG group. RESULTS: Thirty studies, involving 772,809 participants, were included in this systematic review. Meta-analysis of seven studies comparing the highest-TyG to the lowest-TyG group showed a significantly increased risk of HF in the former group (HR 1.21, 95% CI 1.14 to 1.29, P < 0.01). The same result was found when pooling the HRs for a one-unit increase in the TyG index (HR 1.17, 95% CI 1.08 to 1.26). Similarly, a more elevated TyG index was associated with a higher incidence of HF in patients with type 2 diabetes or coronary artery disease. Additionally, the incidence of adverse events (readmission and mortality) in patients with HF was associated with TyG. CONCLUSION: Our findings support the TyG index as a valuable marker to assess the risk of HF incidence in different populations and as a prognostic marker in patients with HF. Further studies should be conducted to confirm these associations and investigate the clinical utility of the TyG index. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-023-01973-7. BioMed Central 2023-09-07 /pmc/articles/PMC10486123/ /pubmed/37679763 http://dx.doi.org/10.1186/s12933-023-01973-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Khalaji, Amirmohammad Behnoush, Amir Hossein Khanmohammadi, Shaghayegh Ghanbari Mardasi, Kimiya Sharifkashani, Sourena Sahebkar, Amirhossein Vinciguerra, Caterina Cannavo, Alessandro Triglyceride-glucose index and heart failure: a systematic review and meta-analysis |
title | Triglyceride-glucose index and heart failure: a systematic review and meta-analysis |
title_full | Triglyceride-glucose index and heart failure: a systematic review and meta-analysis |
title_fullStr | Triglyceride-glucose index and heart failure: a systematic review and meta-analysis |
title_full_unstemmed | Triglyceride-glucose index and heart failure: a systematic review and meta-analysis |
title_short | Triglyceride-glucose index and heart failure: a systematic review and meta-analysis |
title_sort | triglyceride-glucose index and heart failure: a systematic review and meta-analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10486123/ https://www.ncbi.nlm.nih.gov/pubmed/37679763 http://dx.doi.org/10.1186/s12933-023-01973-7 |
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