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 in | The journal of clinical hypertension (Greenwich, Conn.) Vol. 27; no. 8; pp. e70114 - n/a |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
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United States
John Wiley & Sons, Inc
01.08.2025
John Wiley and Sons Inc Wiley |
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Online Access | Get full text |
ISSN | 1524-6175 1751-7176 1751-7176 |
DOI | 10.1111/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. |
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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 |
AuthorAffiliation_xml | – name: 2 Xiamen Key Laboratory for Clinical Efficacy and Evidence‐Based Research of Traditional Chinese Medicine The First Affiliated Hospital of Xiamen University Xiamen China – name: 1 Department of Emergency The First Affiliated Hospital of Xiamen University School of Medicine Xiamen University Xiamen China – name: 4 Department of Geriatrics Fujian Hypertension Research Institute The First Affiliated Hospital of Fujian Medical University Fuzhou China – name: 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 |
Author_xml | – sequence: 1 givenname: Xiaodong orcidid: 0000-0003-3341-3541 surname: Huang fullname: Huang, Xiaodong organization: The First Affiliated Hospital of Xiamen University – sequence: 2 givenname: Junnan orcidid: 0009-0002-2256-431X surname: Ye fullname: Ye, Junnan organization: Fujian Branch of National Clinical Research Center for Cardiovascular Diseases – sequence: 3 givenname: Siyao orcidid: 0009-0000-5919-8283 surname: Liu fullname: Liu, Siyao organization: The First Affiliated Hospital of Xiamen University – sequence: 4 givenname: Zhihong orcidid: 0009-0002-0868-6759 surname: Xu fullname: Xu, Zhihong organization: The First Affiliated Hospital of Xiamen University – sequence: 5 givenname: Mandong orcidid: 0009-0006-2110-2403 surname: Pan fullname: Pan, Mandong organization: The First Affiliated Hospital of Xiamen University – sequence: 6 givenname: Jiyan orcidid: 0000-0002-6123-7197 surname: Lin fullname: Lin, Jiyan organization: The First Affiliated Hospital of Xiamen University – sequence: 7 givenname: Liangdi orcidid: 0000-0001-5544-3149 surname: Xie fullname: Xie, Liangdi email: ldxield@163.com organization: The First Affiliated Hospital of Fujian Medical University |
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Keywords | triglyceride–glucose body mass index target organ damage hypertension insulin resistance |
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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 ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 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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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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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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