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Association between albumin-bilirubin (ALBI) score and metabolically healthy obesity among US adults: findings from NHANES 2005–2018
by
Ji, Chenyi
, Liu, Fang
in
Adult
/ Adults
/ Albumin
/ Albumin-bilirubin score (ALBI score)
/ Analysis
/ Angina pectoris
/ Bilirubin
/ Bilirubin - blood
/ Biomarkers
/ Biomarkers - blood
/ Cardiovascular disease
/ Cholesterol
/ Cross-Sectional Studies
/ Diabetes
/ Education
/ Endocrinology
/ Family income
/ Female
/ Follow-Up Studies
/ Health care
/ High density lipoprotein
/ Households
/ Humans
/ Lipids
/ Lipoproteins
/ Liver
/ Liver cancer
/ Liver diseases
/ Liver Function Tests
/ Male
/ Medical laboratories
/ Medicine
/ Medicine & Public Health
/ Metabolic Diseases
/ Metabolic disorders
/ Metabolically healthy obesity (MHO)
/ Metabolically unhealthy obesity (MUO)
/ Middle Aged
/ NHANES
/ Nutrition
/ Nutrition Surveys
/ Obesity
/ Obesity, Metabolically Benign - blood
/ Obesity, Metabolically Benign - diagnosis
/ Obesity, Metabolically Benign - epidemiology
/ Phenotypes
/ Prognosis
/ Proteins
/ Questionnaires
/ rology
/ Serum Albumin - analysis
/ Smoking
/ Surveys
/ Type 2 diabetes
/ United States - epidemiology
/ Weight control
2026
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Association between albumin-bilirubin (ALBI) score and metabolically healthy obesity among US adults: findings from NHANES 2005–2018
by
Ji, Chenyi
, Liu, Fang
in
Adult
/ Adults
/ Albumin
/ Albumin-bilirubin score (ALBI score)
/ Analysis
/ Angina pectoris
/ Bilirubin
/ Bilirubin - blood
/ Biomarkers
/ Biomarkers - blood
/ Cardiovascular disease
/ Cholesterol
/ Cross-Sectional Studies
/ Diabetes
/ Education
/ Endocrinology
/ Family income
/ Female
/ Follow-Up Studies
/ Health care
/ High density lipoprotein
/ Households
/ Humans
/ Lipids
/ Lipoproteins
/ Liver
/ Liver cancer
/ Liver diseases
/ Liver Function Tests
/ Male
/ Medical laboratories
/ Medicine
/ Medicine & Public Health
/ Metabolic Diseases
/ Metabolic disorders
/ Metabolically healthy obesity (MHO)
/ Metabolically unhealthy obesity (MUO)
/ Middle Aged
/ NHANES
/ Nutrition
/ Nutrition Surveys
/ Obesity
/ Obesity, Metabolically Benign - blood
/ Obesity, Metabolically Benign - diagnosis
/ Obesity, Metabolically Benign - epidemiology
/ Phenotypes
/ Prognosis
/ Proteins
/ Questionnaires
/ rology
/ Serum Albumin - analysis
/ Smoking
/ Surveys
/ Type 2 diabetes
/ United States - epidemiology
/ Weight control
2026
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Association between albumin-bilirubin (ALBI) score and metabolically healthy obesity among US adults: findings from NHANES 2005–2018
by
Ji, Chenyi
, Liu, Fang
in
Adult
/ Adults
/ Albumin
/ Albumin-bilirubin score (ALBI score)
/ Analysis
/ Angina pectoris
/ Bilirubin
/ Bilirubin - blood
/ Biomarkers
/ Biomarkers - blood
/ Cardiovascular disease
/ Cholesterol
/ Cross-Sectional Studies
/ Diabetes
/ Education
/ Endocrinology
/ Family income
/ Female
/ Follow-Up Studies
/ Health care
/ High density lipoprotein
/ Households
/ Humans
/ Lipids
/ Lipoproteins
/ Liver
/ Liver cancer
/ Liver diseases
/ Liver Function Tests
/ Male
/ Medical laboratories
/ Medicine
/ Medicine & Public Health
/ Metabolic Diseases
/ Metabolic disorders
/ Metabolically healthy obesity (MHO)
/ Metabolically unhealthy obesity (MUO)
/ Middle Aged
/ NHANES
/ Nutrition
/ Nutrition Surveys
/ Obesity
/ Obesity, Metabolically Benign - blood
/ Obesity, Metabolically Benign - diagnosis
/ Obesity, Metabolically Benign - epidemiology
/ Phenotypes
/ Prognosis
/ Proteins
/ Questionnaires
/ rology
/ Serum Albumin - analysis
/ Smoking
/ Surveys
/ Type 2 diabetes
/ United States - epidemiology
/ Weight control
2026
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Association between albumin-bilirubin (ALBI) score and metabolically healthy obesity among US adults: findings from NHANES 2005–2018
Journal Article
Association between albumin-bilirubin (ALBI) score and metabolically healthy obesity among US adults: findings from NHANES 2005–2018
2026
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Overview
Background
The albumin-bilirubin (ALBI) score is an objective assessment of liver function. Given that the liver plays a key role in obesity-related metabolic regulation and that different metabolic phenotypes may be accompanied by different hepatic characteristics, this study aimed to investigate the relationship between ALBI score and metabolically healthy obesity (MHO).
Methods
Multivariable weighted logistic regression, restricted cubic spline, threshold effects analysis, subgroup analysis, and interaction tests were used to examine the relationship between ALBI score and MHO based on data from the 2005–2018 National Health and Nutrition Examination Survey (NHANES).
Results
A significant nonlinear positive association between ALBI score and MHO was found among 9,934 obese US adults. In a fully adjusted model, participants in the highest quartile of ALBI scores (with relatively poor liver function) had 105% higher odds of MHO than those in the lowest quartile [OR = 2.05, (95% CI: 1.33, 3.16)]. Threshold analysis identified an inflection point of −2.65, ALBI ≤ −2.65 was significantly positively associated with MHO, and ALBI > −2.65 no significant association was observed. This positive association was more pronounced in individuals older than 50 years (P for interaction = 0.018).
Conclusions
In obese US adults, ALBI score was positively associated with MHO status (particularly significant when ALBI < −2.65), and this association was moderated by age. Our findings suggest that ALBI score can help to reveal MHO-related hepatic characteristics.
Publisher
BioMed Central,BioMed Central Ltd,Springer Nature B.V,BMC
Subject
/ Adults
/ Albumin
/ Albumin-bilirubin score (ALBI score)
/ Analysis
/ Diabetes
/ Female
/ Humans
/ Lipids
/ Liver
/ Male
/ Medicine
/ Metabolically healthy obesity (MHO)
/ Metabolically unhealthy obesity (MUO)
/ NHANES
/ Obesity
/ Obesity, Metabolically Benign - blood
/ Obesity, Metabolically Benign - diagnosis
/ Obesity, Metabolically Benign - epidemiology
/ Proteins
/ rology
/ Smoking
/ Surveys
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