The association between serum high-density lipoprotein and hemoglobin A1c in T2DM: Evidence from a nationwide cross-sectional study in diabetic patients
Introduction: The prevalence of Type 2 Diabetes Mellitus (T2DM) is expected to rise, increasing the risk of cardiovascular disease. This study explores the relationship between high -density lipoprotein cholesterol (HDL) and glycemic control in T2DM patients, measured by hemoglobin A1c (HbA1c). While HDL is known to confer cardiovascular benefits, its impact on glycemic control remains unclear. Methods: This cross-sectional study analyzed 30,195 Thai adults with T2DM data from the 2018 Thailand DM/ HT database. Well -controlled HbA1c was defined as less than 53 mmol/mol (7 %). The study utilized multivariable linear, piecewise linear, and logistic regression analyses to investigate the relationship between HDL levels and glycemic control. Results: The impact of HDL on HbA1c levels was nonlinear, showing a U-shaped relationship among the study participants with an HDL inflection point of 59 mg/dl. In females, a U-shaped relationship was also observed at the same inflection point, where increased HDL above this level was associated with a rise in HbA1c (Adjusted b = 0.205, P < 0.001). In contrast, a linear model better explained the consistent negative relationship between HDL and HbA1c in males (Adjusted b = -0.076, P < 0.001). Furthermore, in the poorly controlled HbA1c group, a significant U-shaped pattern was observed with an inflection point at 59 mg/dl. Conclusion: This study found a nonlinear, gender -specific relationship between HDL and HbA1c in T2DM patients. Males with higher HDL are more likely to achieve glycemic control, while a U-shaped relationship is observed in females. Further research is needed to understand the differing correlation between well -controlled and poorly controlled groups. (c) 2024 The Author(s). Published by Elsevier Masson SAS. This is an open access article under the CC BY -NCND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
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Rosalind Franklin Univ Med & Sci, Dr William M Scholl Coll Podiatr Med, Ctr Lower Extrem Ambulatory Res CLEAR, N Chicago, IL 60064 USARosalind Franklin Univ Med & Sci, Dr William M Scholl Coll Podiatr Med, Ctr Lower Extrem Ambulatory Res CLEAR, N Chicago, IL 60064 USA
Tong, Khanh Phuong S.
Green, Stefan J.
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Rush Univ, Med Ctr, Dept Internal Med, Div Infect Dis, Chicago, IL 60612 USARosalind Franklin Univ Med & Sci, Dr William M Scholl Coll Podiatr Med, Ctr Lower Extrem Ambulatory Res CLEAR, N Chicago, IL 60064 USA
Green, Stefan J.
Ortiz, Jacquelyn
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Rosalind Franklin Univ Med & Sci, Dr William M Scholl Coll Podiatr Med, Ctr Lower Extrem Ambulatory Res CLEAR, N Chicago, IL 60064 USARosalind Franklin Univ Med & Sci, Dr William M Scholl Coll Podiatr Med, Ctr Lower Extrem Ambulatory Res CLEAR, N Chicago, IL 60064 USA
Ortiz, Jacquelyn
Wu, Stephanie C.
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Rosalind Franklin Univ Med & Sci, Dr William M Scholl Coll Podiatr Med, Ctr Lower Extrem Ambulatory Res CLEAR, N Chicago, IL 60064 USARosalind Franklin Univ Med & Sci, Dr William M Scholl Coll Podiatr Med, Ctr Lower Extrem Ambulatory Res CLEAR, N Chicago, IL 60064 USA
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Tongji Univ, Shanghai East Hosp, Dept Endocrinol, Sch Med, Shanghai, Peoples R ChinaTongji Univ, Shanghai East Hosp, Dept Endocrinol, Sch Med, Shanghai, Peoples R China
Zhou, Chenxia
Zeng, Juli
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JiAn Hosp, Shanghai East Hosp, Dept Endocrinol, Jian, Jiangxi, Peoples R ChinaTongji Univ, Shanghai East Hosp, Dept Endocrinol, Sch Med, Shanghai, Peoples R China
Zeng, Juli
Gao, Xiangyu
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Tongji Univ, Shanghai East Hosp, Dept Endocrinol, Sch Med, Shanghai, Peoples R ChinaTongji Univ, Shanghai East Hosp, Dept Endocrinol, Sch Med, Shanghai, Peoples R China
Gao, Xiangyu
Chen, Da
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Tongji Univ, Shanghai East Hosp, Dept Endocrinol, Sch Med, Shanghai, Peoples R ChinaTongji Univ, Shanghai East Hosp, Dept Endocrinol, Sch Med, Shanghai, Peoples R China
Chen, Da
Zhu, Qiugen
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JiAn Hosp, Shanghai East Hosp, Dept Endocrinol, Jian, Jiangxi, Peoples R ChinaTongji Univ, Shanghai East Hosp, Dept Endocrinol, Sch Med, Shanghai, Peoples R China
Zhu, Qiugen
Feng, Bo
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Tongji Univ, Shanghai East Hosp, Dept Endocrinol, Sch Med, Shanghai, Peoples R ChinaTongji Univ, Shanghai East Hosp, Dept Endocrinol, Sch Med, Shanghai, Peoples R China
Feng, Bo
Song, Jun
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Tongji Univ, Shanghai East Hosp, Dept Endocrinol, Sch Med, Shanghai, Peoples R ChinaTongji Univ, Shanghai East Hosp, Dept Endocrinol, Sch Med, Shanghai, Peoples R China
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Nanjing Med Univ, Affiliated Wuxi Peoples Hosp, Dept Gen Surg, Wuxi, Peoples R China
Nanjing Med Univ, Wuxi Med Ctr, Wuxi, Peoples R ChinaNanjing Med Univ, Affiliated Wuxi Peoples Hosp, Dept Gen Surg, Wuxi, Peoples R China
Wang, Yinkang
Shang, Xingchen
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Nanjing Med Univ, Affiliated Wuxi Peoples Hosp, Dept Gen Surg, Wuxi, Peoples R China
Nanjing Med Univ, Wuxi Med Ctr, Wuxi, Peoples R ChinaNanjing Med Univ, Affiliated Wuxi Peoples Hosp, Dept Gen Surg, Wuxi, Peoples R China
Shang, Xingchen
Zhang, Yinchao
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Nanjing Med Univ, Affiliated Wuxi Peoples Hosp, Dept Gen Surg, Wuxi, Peoples R China
Nanjing Med Univ, Wuxi Med Ctr, Wuxi, Peoples R ChinaNanjing Med Univ, Affiliated Wuxi Peoples Hosp, Dept Gen Surg, Wuxi, Peoples R China
Zhang, Yinchao
Zhang, Yu
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Nanjing Med Univ, Affiliated Wuxi Peoples Hosp, Dept Gen Surg, Wuxi, Peoples R China
Nanjing Med Univ, Wuxi Med Ctr, Wuxi, Peoples R ChinaNanjing Med Univ, Affiliated Wuxi Peoples Hosp, Dept Gen Surg, Wuxi, Peoples R China
Zhang, Yu
Shen, Wei
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Nanjing Med Univ, Affiliated Wuxi Peoples Hosp, Dept Gen Surg, Wuxi, Peoples R China
Nanjing Med Univ, Wuxi Med Ctr, Wuxi, Peoples R ChinaNanjing Med Univ, Affiliated Wuxi Peoples Hosp, Dept Gen Surg, Wuxi, Peoples R China
Shen, Wei
Wu, Qian
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Soochow Univ, Soochow Univ, Affiliated Hosp 1, Inst Orthoped, Suzhou, Peoples R ChinaNanjing Med Univ, Affiliated Wuxi Peoples Hosp, Dept Gen Surg, Wuxi, Peoples R China
Wu, Qian
Du, Wenyi
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Jiangsu Univ, Yixing Peoples Hosp, Dept Hepatobiliary Surg, Yixing, Peoples R China
Nanjing Med Univ, Wuxi Med Ctr, Wuxi, Peoples R ChinaNanjing Med Univ, Affiliated Wuxi Peoples Hosp, Dept Gen Surg, Wuxi, Peoples R China