Association of Triglyceride–Glucose Body Mass Index with Target Organ Damage in Essential Hypertension: A Retrospective Cohort Study

ABSTRACT The triglyceride–glucose body mass index (TyG‐BMI) is an emerging composite metabolic indicator in cardiovascular research. However, the link between TyG‐BMI and target organ damage (TOD) in essential hypertension (EH) remains uncertain. This study investigated the association between TyG‐B...

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Published inThe journal of clinical hypertension (Greenwich, Conn.) Vol. 27; no. 8; pp. e70114 - n/a
Main Authors Huang, Xiaodong, Ye, Junnan, Liu, Siyao, Xu, Zhihong, Pan, Mandong, Lin, Jiyan, Xie, Liangdi
Format Journal Article
LanguageEnglish
Published United States John Wiley & Sons, Inc 01.08.2025
John Wiley and Sons Inc
Wiley
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Online AccessGet full text
ISSN1524-6175
1751-7176
1751-7176
DOI10.1111/jch.70114

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Abstract ABSTRACT The triglyceride–glucose body mass index (TyG‐BMI) is an emerging composite metabolic indicator in cardiovascular research. However, the link between TyG‐BMI and target organ damage (TOD) in essential hypertension (EH) remains uncertain. This study investigated the association between TyG‐BMI and TOD in patients with EH. We conducted a retrospective cohort study involving 493 individuals with EH. Participants were divided at the cohort‐specific median into high and low TyG‐BMI groups. Over a median follow‐up of 23 months, 191 participants experienced TOD. Kaplan–Meier curves showed a significantly higher cumulative incidence of TOD in the high TyG‐BMI group than in the low TyG‐BMI group (p < 0.05). In multivariable logistic regression, TyG‐BMI remained an independent correlate of TOD (adjusted OR = 1.83, 95% CI: 1.08–3.10; p < 0.05). Least absolute shrinkage and selection operator–Cox regression further selected TyG‐BMI, age, and smoking status as key predictors of TOD. Subgroup analyses revealed that the TyG‐BMI–TOD association was stronger among younger or middle‐aged, normal‐weight, non‐diabetic, non‐smoking subjects (p < 0.05). Finally, the TyG‐BMI‐based model achieved predictive accuracy comparable to that of a conventional risk‐factor model. In conclusion, TyG‐BMI is independently associated with TOD in EH patients. Its predictive value closely mirrors that of combined traditional risk factors, highlighting TyG‐BMI as a promising clinical marker.
AbstractList The triglyceride-glucose body mass index (TyG-BMI) is an emerging composite metabolic indicator in cardiovascular research. However, the link between TyG-BMI and target organ damage (TOD) in essential hypertension (EH) remains uncertain. This study investigated the association between TyG-BMI and TOD in patients with EH. We conducted a retrospective cohort study involving 493 individuals with EH. Participants were divided at the cohort-specific median into high and low TyG-BMI groups. Over a median follow-up of 23 months, 191 participants experienced TOD. Kaplan-Meier curves showed a significantly higher cumulative incidence of TOD in the high TyG-BMI group than in the low TyG-BMI group (p < 0.05). In multivariable logistic regression, TyG-BMI remained an independent correlate of TOD (adjusted OR = 1.83, 95% CI: 1.08-3.10; p < 0.05). Least absolute shrinkage and selection operator-Cox regression further selected TyG-BMI, age, and smoking status as key predictors of TOD. Subgroup analyses revealed that the TyG-BMI-TOD association was stronger among younger or middle-aged, normal-weight, non-diabetic, non-smoking subjects (p < 0.05). Finally, the TyG-BMI-based model achieved predictive accuracy comparable to that of a conventional risk-factor model. In conclusion, TyG-BMI is independently associated with TOD in EH patients. Its predictive value closely mirrors that of combined traditional risk factors, highlighting TyG-BMI as a promising clinical marker.
ABSTRACT The triglyceride–glucose body mass index (TyG‐BMI) is an emerging composite metabolic indicator in cardiovascular research. However, the link between TyG‐BMI and target organ damage (TOD) in essential hypertension (EH) remains uncertain. This study investigated the association between TyG‐BMI and TOD in patients with EH. We conducted a retrospective cohort study involving 493 individuals with EH. Participants were divided at the cohort‐specific median into high and low TyG‐BMI groups. Over a median follow‐up of 23 months, 191 participants experienced TOD. Kaplan–Meier curves showed a significantly higher cumulative incidence of TOD in the high TyG‐BMI group than in the low TyG‐BMI group (p < 0.05). In multivariable logistic regression, TyG‐BMI remained an independent correlate of TOD (adjusted OR = 1.83, 95% CI: 1.08–3.10; p < 0.05). Least absolute shrinkage and selection operator–Cox regression further selected TyG‐BMI, age, and smoking status as key predictors of TOD. Subgroup analyses revealed that the TyG‐BMI–TOD association was stronger among younger or middle‐aged, normal‐weight, non‐diabetic, non‐smoking subjects (p < 0.05). Finally, the TyG‐BMI‐based model achieved predictive accuracy comparable to that of a conventional risk‐factor model. In conclusion, TyG‐BMI is independently associated with TOD in EH patients. Its predictive value closely mirrors that of combined traditional risk factors, highlighting TyG‐BMI as a promising clinical marker.
ABSTRACT The triglyceride–glucose body mass index (TyG‐BMI) is an emerging composite metabolic indicator in cardiovascular research. However, the link between TyG‐BMI and target organ damage (TOD) in essential hypertension (EH) remains uncertain. This study investigated the association between TyG‐BMI and TOD in patients with EH. We conducted a retrospective cohort study involving 493 individuals with EH. Participants were divided at the cohort‐specific median into high and low TyG‐BMI groups. Over a median follow‐up of 23 months, 191 participants experienced TOD. Kaplan–Meier curves showed a significantly higher cumulative incidence of TOD in the high TyG‐BMI group than in the low TyG‐BMI group (p < 0.05). In multivariable logistic regression, TyG‐BMI remained an independent correlate of TOD (adjusted OR = 1.83, 95% CI: 1.08–3.10; p < 0.05). Least absolute shrinkage and selection operator–Cox regression further selected TyG‐BMI, age, and smoking status as key predictors of TOD. Subgroup analyses revealed that the TyG‐BMI–TOD association was stronger among younger or middle‐aged, normal‐weight, non‐diabetic, non‐smoking subjects (p < 0.05). Finally, the TyG‐BMI‐based model achieved predictive accuracy comparable to that of a conventional risk‐factor model. In conclusion, TyG‐BMI is independently associated with TOD in EH patients. Its predictive value closely mirrors that of combined traditional risk factors, highlighting TyG‐BMI as a promising clinical marker.
ABSTRACT The triglyceride–glucose body mass index (TyG‐BMI) is an emerging composite metabolic indicator in cardiovascular research. However, the link between TyG‐BMI and target organ damage (TOD) in essential hypertension (EH) remains uncertain. This study investigated the association between TyG‐BMI and TOD in patients with EH. We conducted a retrospective cohort study involving 493 individuals with EH. Participants were divided at the cohort‐specific median into high and low TyG‐BMI groups. Over a median follow‐up of 23 months, 191 participants experienced TOD. Kaplan–Meier curves showed a significantly higher cumulative incidence of TOD in the high TyG‐BMI group than in the low TyG‐BMI group (p < 0.05). In multivariable logistic regression, TyG‐BMI remained an independent correlate of TOD (adjusted OR = 1.83, 95% CI: 1.08–3.10; p < 0.05). Least absolute shrinkage and selection operator–Cox regression further selected TyG‐BMI, age, and smoking status as key predictors of TOD. Subgroup analyses revealed that the TyG‐BMI–TOD association was stronger among younger or middle‐aged, normal‐weight, non‐diabetic, non‐smoking subjects (p < 0.05). Finally, the TyG‐BMI‐based model achieved predictive accuracy comparable to that of a conventional risk‐factor model. In conclusion, TyG‐BMI is independently associated with TOD in EH patients. Its predictive value closely mirrors that of combined traditional risk factors, highlighting TyG‐BMI as a promising clinical marker.
The triglyceride–glucose body mass index (TyG‐BMI) is an emerging composite metabolic indicator in cardiovascular research. However, the link between TyG‐BMI and target organ damage (TOD) in essential hypertension (EH) remains uncertain. This study investigated the association between TyG‐BMI and TOD in patients with EH. We conducted a retrospective cohort study involving 493 individuals with EH. Participants were divided at the cohort‐specific median into high and low TyG‐BMI groups. Over a median follow‐up of 23 months, 191 participants experienced TOD. Kaplan–Meier curves showed a significantly higher cumulative incidence of TOD in the high TyG‐BMI group than in the low TyG‐BMI group ( p <  0.05). In multivariable logistic regression, TyG‐BMI remained an independent correlate of TOD (adjusted OR = 1.83, 95% CI: 1.08–3.10; p <  0.05). Least absolute shrinkage and selection operator–Cox regression further selected TyG‐BMI, age, and smoking status as key predictors of TOD. Subgroup analyses revealed that the TyG‐BMI–TOD association was stronger among younger or middle‐aged, normal‐weight, non‐diabetic, non‐smoking subjects ( p <  0.05). Finally, the TyG‐BMI‐based model achieved predictive accuracy comparable to that of a conventional risk‐factor model. In conclusion, TyG‐BMI is independently associated with TOD in EH patients. Its predictive value closely mirrors that of combined traditional risk factors, highlighting TyG‐BMI as a promising clinical marker.
The triglyceride-glucose body mass index (TyG-BMI) is an emerging composite metabolic indicator in cardiovascular research. However, the link between TyG-BMI and target organ damage (TOD) in essential hypertension (EH) remains uncertain. This study investigated the association between TyG-BMI and TOD in patients with EH. We conducted a retrospective cohort study involving 493 individuals with EH. Participants were divided at the cohort-specific median into high and low TyG-BMI groups. Over a median follow-up of 23 months, 191 participants experienced TOD. Kaplan-Meier curves showed a significantly higher cumulative incidence of TOD in the high TyG-BMI group than in the low TyG-BMI group (p < 0.05). In multivariable logistic regression, TyG-BMI remained an independent correlate of TOD (adjusted OR = 1.83, 95% CI: 1.08-3.10; p < 0.05). Least absolute shrinkage and selection operator-Cox regression further selected TyG-BMI, age, and smoking status as key predictors of TOD. Subgroup analyses revealed that the TyG-BMI-TOD association was stronger among younger or middle-aged, normal-weight, non-diabetic, non-smoking subjects (p < 0.05). Finally, the TyG-BMI-based model achieved predictive accuracy comparable to that of a conventional risk-factor model. In conclusion, TyG-BMI is independently associated with TOD in EH patients. Its predictive value closely mirrors that of combined traditional risk factors, highlighting TyG-BMI as a promising clinical marker.The triglyceride-glucose body mass index (TyG-BMI) is an emerging composite metabolic indicator in cardiovascular research. However, the link between TyG-BMI and target organ damage (TOD) in essential hypertension (EH) remains uncertain. This study investigated the association between TyG-BMI and TOD in patients with EH. We conducted a retrospective cohort study involving 493 individuals with EH. Participants were divided at the cohort-specific median into high and low TyG-BMI groups. Over a median follow-up of 23 months, 191 participants experienced TOD. Kaplan-Meier curves showed a significantly higher cumulative incidence of TOD in the high TyG-BMI group than in the low TyG-BMI group (p < 0.05). In multivariable logistic regression, TyG-BMI remained an independent correlate of TOD (adjusted OR = 1.83, 95% CI: 1.08-3.10; p < 0.05). Least absolute shrinkage and selection operator-Cox regression further selected TyG-BMI, age, and smoking status as key predictors of TOD. Subgroup analyses revealed that the TyG-BMI-TOD association was stronger among younger or middle-aged, normal-weight, non-diabetic, non-smoking subjects (p < 0.05). Finally, the TyG-BMI-based model achieved predictive accuracy comparable to that of a conventional risk-factor model. In conclusion, TyG-BMI is independently associated with TOD in EH patients. Its predictive value closely mirrors that of combined traditional risk factors, highlighting TyG-BMI as a promising clinical marker.
Author Lin, Jiyan
Huang, Xiaodong
Xu, Zhihong
Ye, Junnan
Pan, Mandong
Xie, Liangdi
Liu, Siyao
AuthorAffiliation 3 Department of Cardiac Function Xiamen Cardiovascular Hospital of Xiamen University School of Medicine Fujian Branch of National Clinical Research Center for Cardiovascular Diseases Xiamen China
2 Xiamen Key Laboratory for Clinical Efficacy and Evidence‐Based Research of Traditional Chinese Medicine The First Affiliated Hospital of Xiamen University Xiamen China
1 Department of Emergency The First Affiliated Hospital of Xiamen University School of Medicine Xiamen University Xiamen China
4 Department of Geriatrics Fujian Hypertension Research Institute The First Affiliated Hospital of Fujian Medical University Fuzhou China
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– name: 4 Department of Geriatrics Fujian Hypertension Research Institute The First Affiliated Hospital of Fujian Medical University Fuzhou China
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Issue 8
Keywords triglyceride–glucose body mass index
target organ damage
hypertension
insulin resistance
Language English
License Attribution-NonCommercial-NoDerivs
2025 The Author(s). The Journal of Clinical Hypertension published by Wiley Periodicals LLC.
This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
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Notes Trial Registration
This work was supported by the Xiamen Municipal Healthcare Guidance Program (Grant No. 3502Z20244ZD1049), the Rui E Emergency Medicine Research Foundation (Grant No. PUMF01010010‐2024‐01), and the Fujian University of Traditional Chinese Medicine School Project (Grant No. XB2024200).
Xiaodong Huang and Junnan Ye contributed equally to this work and share first authorship.
Funding
Registration number: ChiCTR2000039448
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Trial Registration Registration number: ChiCTR2000039448
Funding: This work was supported by the Xiamen Municipal Healthcare Guidance Program (Grant No. 3502Z20244ZD1049), the Rui E Emergency Medicine Research Foundation (Grant No. PUMF01010010‐2024‐01), and the Fujian University of Traditional Chinese Medicine School Project (Grant No. XB2024200).
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Snippet ABSTRACT The triglyceride–glucose body mass index (TyG‐BMI) is an emerging composite metabolic indicator in cardiovascular research. However, the link between...
The triglyceride–glucose body mass index (TyG‐BMI) is an emerging composite metabolic indicator in cardiovascular research. However, the link between TyG‐BMI...
The triglyceride-glucose body mass index (TyG-BMI) is an emerging composite metabolic indicator in cardiovascular research. However, the link between TyG-BMI...
ABSTRACT The triglyceride–glucose body mass index (TyG‐BMI) is an emerging composite metabolic indicator in cardiovascular research. However, the link between...
The triglyceride-glucose body mass index (TyG-BMI) is an emerging composite metabolic indicator in cardiovascular research. However, the link between TyG-BMI...
ABSTRACT The triglyceride–glucose body mass index (TyG‐BMI) is an emerging composite metabolic indicator in cardiovascular research. However, the link between...
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StartPage e70114
SubjectTerms Adult
Aged
Blood Glucose - analysis
Blood Glucose - metabolism
Body Mass Index
Cohort analysis
Essential Hypertension - blood
Essential Hypertension - complications
Essential Hypertension - epidemiology
Essential Hypertension - physiopathology
Female
Humans
Hypertension
Incidence
insulin resistance
Male
Middle Aged
Original
Retrospective Studies
Risk Factors
target organ damage
Triglycerides - blood
triglyceride–glucose body mass index
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Title Association of Triglyceride–Glucose Body Mass Index with Target Organ Damage in Essential Hypertension: A Retrospective Cohort Study
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Volume 27
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