Contradictory links between lipid levels and bone health: atherogenic index of plasma and bone microarchitecture

Abstract Purpose Lipids increase osteoporosis and fracture risk, yet research on Atherogenic Index of Plasma (AIP), bone mineral density declines (BMD), and trabecular bone score (TBS) is limited. This study examined the relationships between AIP, TBS, and BMD in American adults using the National H...

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Main Authors: Bo Xu, Guo-Liang Ma, Xin Chen, Bo-Wen Yang, Dian Zhang, Xiao-Kuan Qin, Tai-Wei Lou, Wei-Li Duan, Le Yu, Min-Shan Feng, He Yin, Xu Wei, Li-Guo Zhu
Format: Article
Language:English
Published: BMC 2025-01-01
Series:Journal of Orthopaedic Surgery and Research
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Online Access:https://doi.org/10.1186/s13018-025-05460-5
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author Bo Xu
Guo-Liang Ma
Xin Chen
Bo-Wen Yang
Dian Zhang
Xiao-Kuan Qin
Tai-Wei Lou
Wei-Li Duan
Le Yu
Min-Shan Feng
He Yin
Xu Wei
Li-Guo Zhu
author_facet Bo Xu
Guo-Liang Ma
Xin Chen
Bo-Wen Yang
Dian Zhang
Xiao-Kuan Qin
Tai-Wei Lou
Wei-Li Duan
Le Yu
Min-Shan Feng
He Yin
Xu Wei
Li-Guo Zhu
author_sort Bo Xu
collection DOAJ
description Abstract Purpose Lipids increase osteoporosis and fracture risk, yet research on Atherogenic Index of Plasma (AIP), bone mineral density declines (BMD), and trabecular bone score (TBS) is limited. This study examined the relationships between AIP, TBS, and BMD in American adults using the National Health and Nutrition Examination Survey (NHANES) data, including the effect of obesity. Methods Based on data from 3,162 Americans, multivariable logistic regression and a generalized additive model (GAM) were used to analyze AIP, BMD, and TBS. Mediation studies assessed the impact of obesity (BMI) on these relationships. A threshold effect study identified turning points. Results The average participant age was 47.5 ± 17 years. AIP showed no correlation with BMD after BMI adjustment but was significantly associated with lumbar spine and femoral neck BMD without BMI adjustment. AIP negatively correlated with TBS even after adjusting for covariates. The relationship between AIP and TBS was L-shaped, with a turning point at -0.17. BMI mediated the AIP-BMD relationship by 122.01–131.49% (P < 0.05). Conclusions This study found AIP levels associated with decreased TBS and increased BMD, influenced by obesity. AIP may be a valuable tool in evaluating bone metabolism, indicating high BMD but poor TBS, warranting further exploration.
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spelling doaj-art-e252dc135e76484eaee2e1d3535d24772025-01-12T12:32:32ZengBMCJournal of Orthopaedic Surgery and Research1749-799X2025-01-0120111110.1186/s13018-025-05460-5Contradictory links between lipid levels and bone health: atherogenic index of plasma and bone microarchitectureBo Xu0Guo-Liang Ma1Xin Chen2Bo-Wen Yang3Dian Zhang4Xiao-Kuan Qin5Tai-Wei Lou6Wei-Li Duan7Le Yu8Min-Shan Feng9He Yin10Xu Wei11Li-Guo Zhu12Department of Spine, Wangjing Hospital, China Academy of Chinese Medical SciencesDepartment of Spine, Wangjing Hospital, China Academy of Chinese Medical SciencesDepartment of Spine, Wangjing Hospital, China Academy of Chinese Medical SciencesDepartment of Spine, Wangjing Hospital, China Academy of Chinese Medical SciencesDepartment of Spine, Wangjing Hospital, China Academy of Chinese Medical SciencesDepartment of Spine, Wangjing Hospital, China Academy of Chinese Medical SciencesXiyuan Hospital, China Academy of Chinese Medical SciencesWangjing Hospital, Nanyang Hospital, Chinese Academy of Traditional Chinese Medicine (Dushan Hospital District)Beijing Changping District Integrated Traditional Chinese and Western Medicine HospitalDepartment of Spine, Wangjing Hospital, China Academy of Chinese Medical SciencesDepartment of Spine, Wangjing Hospital, China Academy of Chinese Medical SciencesDepartment of Spine, Wangjing Hospital, China Academy of Chinese Medical SciencesDepartment of Spine, Wangjing Hospital, China Academy of Chinese Medical SciencesAbstract Purpose Lipids increase osteoporosis and fracture risk, yet research on Atherogenic Index of Plasma (AIP), bone mineral density declines (BMD), and trabecular bone score (TBS) is limited. This study examined the relationships between AIP, TBS, and BMD in American adults using the National Health and Nutrition Examination Survey (NHANES) data, including the effect of obesity. Methods Based on data from 3,162 Americans, multivariable logistic regression and a generalized additive model (GAM) were used to analyze AIP, BMD, and TBS. Mediation studies assessed the impact of obesity (BMI) on these relationships. A threshold effect study identified turning points. Results The average participant age was 47.5 ± 17 years. AIP showed no correlation with BMD after BMI adjustment but was significantly associated with lumbar spine and femoral neck BMD without BMI adjustment. AIP negatively correlated with TBS even after adjusting for covariates. The relationship between AIP and TBS was L-shaped, with a turning point at -0.17. BMI mediated the AIP-BMD relationship by 122.01–131.49% (P < 0.05). Conclusions This study found AIP levels associated with decreased TBS and increased BMD, influenced by obesity. AIP may be a valuable tool in evaluating bone metabolism, indicating high BMD but poor TBS, warranting further exploration.https://doi.org/10.1186/s13018-025-05460-5Bone mineral densityTrabecular bone scoreAtherogenic index of plasmaOsteoporosisNHANES
spellingShingle Bo Xu
Guo-Liang Ma
Xin Chen
Bo-Wen Yang
Dian Zhang
Xiao-Kuan Qin
Tai-Wei Lou
Wei-Li Duan
Le Yu
Min-Shan Feng
He Yin
Xu Wei
Li-Guo Zhu
Contradictory links between lipid levels and bone health: atherogenic index of plasma and bone microarchitecture
Journal of Orthopaedic Surgery and Research
Bone mineral density
Trabecular bone score
Atherogenic index of plasma
Osteoporosis
NHANES
title Contradictory links between lipid levels and bone health: atherogenic index of plasma and bone microarchitecture
title_full Contradictory links between lipid levels and bone health: atherogenic index of plasma and bone microarchitecture
title_fullStr Contradictory links between lipid levels and bone health: atherogenic index of plasma and bone microarchitecture
title_full_unstemmed Contradictory links between lipid levels and bone health: atherogenic index of plasma and bone microarchitecture
title_short Contradictory links between lipid levels and bone health: atherogenic index of plasma and bone microarchitecture
title_sort contradictory links between lipid levels and bone health atherogenic index of plasma and bone microarchitecture
topic Bone mineral density
Trabecular bone score
Atherogenic index of plasma
Osteoporosis
NHANES
url https://doi.org/10.1186/s13018-025-05460-5
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