Lieke M Kuiper, H Susan J Picavet, M Liset Rietman, Martijn E T Dollé, W M Monique Verschuren
{"title":"高级糖化终产物和代谢组学与虚弱的独立关联:Doetinchem 队列纵向研究。","authors":"Lieke M Kuiper, H Susan J Picavet, M Liset Rietman, Martijn E T Dollé, W M Monique Verschuren","doi":"10.1093/gerona/glae272","DOIUrl":null,"url":null,"abstract":"<p><p>Skin autofluorescence (SAF), reflecting advanced glycation end-products' accumulation in tissue, has been proposed as a non-invasive aging biomarker. Yet, SAF has not been compared to well-established blood-based aging biomarkers such as MetaboHealth in association with frailty. Furthermore, no previous study determined the longitudinal association of SAF with frailty. We used 2382 Doetinchem Cohort Study participants' (aged 46.0 to 85.4) cross-sectional data, of whom 1654 had longitudinal SAF measurements. SAF was measured using the AGE reader™. MetaboHealth was calculated on 1H-NMR-metabolomics. Linear regressions were used for the associations of SAF and MetaboHealth on the 36-deficit frailty index and logistic regressions for being pre-frail or frail as determined by the frailty phenotype. Longitudinal associations were determined by an interaction term between age and SAF in a linear mixed model. SAF and MetaboHealth were associated with higher odds of pre-frailty (odd ratios per standard deviation SAF: 1.21(1.10;1.32), MetaboHealth: 1.35(1.24;1.49)) and frailty (SAF: 1.70(1.41;2.06), MetaboHealth: 1.90(1.57;2.32)). When mutually adjusted, both aging biomarkers remained associated with pre-frailty (SAF: 1.16(1.05;1.27), MetaboHealth 1.33(1.21;1.46)) and frailty (SAF: 1.52(1.25;1.85), MetaboHealth: 1.75(1.43;2.14)). Additionally, SAF and MetaboHealth were associated with higher frailty index scores (percentage increase per standard deviation SAF:1.35(1.00;1.70), MetaboHealth: 1.87(1.54;2.20)), also after mutual adjustment (SAF: 1.02(0.68;1.37), MetaboHealth: 1.69(1.35;2.02)). SAF was also longitudinally associated with the frailty index (percentage per unit/year increase 0.12(0.07;0.16)). The mutual independence of SAF and MetaboHealth implies they capture distinct aspects of the aging process. Altogether, these findings emphasize SAF's clinical potential as an age-related decline biomarker, which could be further enhanced when combined with MetaboHealth.</p>","PeriodicalId":94243,"journal":{"name":"The journals of gerontology. 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We used 2382 Doetinchem Cohort Study participants' (aged 46.0 to 85.4) cross-sectional data, of whom 1654 had longitudinal SAF measurements. SAF was measured using the AGE reader™. MetaboHealth was calculated on 1H-NMR-metabolomics. Linear regressions were used for the associations of SAF and MetaboHealth on the 36-deficit frailty index and logistic regressions for being pre-frail or frail as determined by the frailty phenotype. Longitudinal associations were determined by an interaction term between age and SAF in a linear mixed model. SAF and MetaboHealth were associated with higher odds of pre-frailty (odd ratios per standard deviation SAF: 1.21(1.10;1.32), MetaboHealth: 1.35(1.24;1.49)) and frailty (SAF: 1.70(1.41;2.06), MetaboHealth: 1.90(1.57;2.32)). When mutually adjusted, both aging biomarkers remained associated with pre-frailty (SAF: 1.16(1.05;1.27), MetaboHealth 1.33(1.21;1.46)) and frailty (SAF: 1.52(1.25;1.85), MetaboHealth: 1.75(1.43;2.14)). Additionally, SAF and MetaboHealth were associated with higher frailty index scores (percentage increase per standard deviation SAF:1.35(1.00;1.70), MetaboHealth: 1.87(1.54;2.20)), also after mutual adjustment (SAF: 1.02(0.68;1.37), MetaboHealth: 1.69(1.35;2.02)). SAF was also longitudinally associated with the frailty index (percentage per unit/year increase 0.12(0.07;0.16)). The mutual independence of SAF and MetaboHealth implies they capture distinct aspects of the aging process. Altogether, these findings emphasize SAF's clinical potential as an age-related decline biomarker, which could be further enhanced when combined with MetaboHealth.</p>\",\"PeriodicalId\":94243,\"journal\":{\"name\":\"The journals of gerontology. 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引用次数: 0
摘要
皮肤自发荧光(SAF)反映了组织中高级糖化终产物的积累,被认为是一种非侵入性的衰老生物标志物。然而,SAF 尚未与 MetaboHealth 等成熟的血液衰老生物标志物进行比较。此外,之前也没有研究确定 SAF 与虚弱的纵向联系。我们使用了 2382 名 Doetinchem 队列研究参与者(年龄在 46.0 岁至 85.4 岁之间)的横断面数据,其中 1654 人进行了 SAF 的纵向测量。使用 AGE reader™ 测量 SAF。MetaboHealth 通过 1H-NMR 代谢组学进行计算。对 SAF 和 MetaboHealth 与 36 缺陷虚弱指数的关系进行了线性回归,对根据虚弱表型确定的前期虚弱或虚弱进行了逻辑回归。纵向关联是通过线性混合模型中年龄与 SAF 之间的交互项来确定的。SAF和MetaboHealth与较高的虚弱前期几率相关(每个标准差的奇数比SAF:1.21(1.10;1.32), MetaboHealth:1.35(1.24;1.49))和虚弱(SAF:1.70(1.41;2.06),MetaboHealth:1.90(1.57;2.32)).经相互调整后,两种老化生物标志物仍与虚弱前(SAF:1.16(1.05;1.27),MetaboHealth:1.33(1.21;1.46))和虚弱(SAF:1.52(1.25;1.85),MetaboHealth:1.75(1.43;1.46))相关:1.75(1.43;2.14)).此外,SAF 和 MetaboHealth 与较高的虚弱指数得分有关(每标准差增加的百分比,SAF:1.35(1.00;1.70), MetaboHealth:1.87(1.54;2.20)),经相互调整后也是如此(SAF:1.02(0.68;1.37),MetaboHealth:1.69(1.35;2.20)):1.69(1.35;2.02)).SAF 与虚弱指数也有纵向联系(每单位/年增加的百分比为 0.12(0.07;0.16))。SAF和MetaboHealth的相互独立性意味着它们捕捉到了衰老过程的不同方面。总之,这些发现强调了 SAF 作为与年龄相关的衰退生物标志物的临床潜力,如果与 MetaboHealth 结合使用,还能进一步提高其效果。
Advanced glycation end-products and metabolomics are independently associated with frailty: the longitudinal Doetinchem Cohort Study.
Skin autofluorescence (SAF), reflecting advanced glycation end-products' accumulation in tissue, has been proposed as a non-invasive aging biomarker. Yet, SAF has not been compared to well-established blood-based aging biomarkers such as MetaboHealth in association with frailty. Furthermore, no previous study determined the longitudinal association of SAF with frailty. We used 2382 Doetinchem Cohort Study participants' (aged 46.0 to 85.4) cross-sectional data, of whom 1654 had longitudinal SAF measurements. SAF was measured using the AGE reader™. MetaboHealth was calculated on 1H-NMR-metabolomics. Linear regressions were used for the associations of SAF and MetaboHealth on the 36-deficit frailty index and logistic regressions for being pre-frail or frail as determined by the frailty phenotype. Longitudinal associations were determined by an interaction term between age and SAF in a linear mixed model. SAF and MetaboHealth were associated with higher odds of pre-frailty (odd ratios per standard deviation SAF: 1.21(1.10;1.32), MetaboHealth: 1.35(1.24;1.49)) and frailty (SAF: 1.70(1.41;2.06), MetaboHealth: 1.90(1.57;2.32)). When mutually adjusted, both aging biomarkers remained associated with pre-frailty (SAF: 1.16(1.05;1.27), MetaboHealth 1.33(1.21;1.46)) and frailty (SAF: 1.52(1.25;1.85), MetaboHealth: 1.75(1.43;2.14)). Additionally, SAF and MetaboHealth were associated with higher frailty index scores (percentage increase per standard deviation SAF:1.35(1.00;1.70), MetaboHealth: 1.87(1.54;2.20)), also after mutual adjustment (SAF: 1.02(0.68;1.37), MetaboHealth: 1.69(1.35;2.02)). SAF was also longitudinally associated with the frailty index (percentage per unit/year increase 0.12(0.07;0.16)). The mutual independence of SAF and MetaboHealth implies they capture distinct aspects of the aging process. Altogether, these findings emphasize SAF's clinical potential as an age-related decline biomarker, which could be further enhanced when combined with MetaboHealth.