Preserved Ratio Impaired Spirometry, Metabolomics, and the Risk of Type 2 Diabetes

被引:7
|
作者
Li, Guochen [1 ]
Jankowich, Matthew D. [2 ,3 ]
Lu, Yanqiang [1 ]
Wu, Luying [1 ]
Shao, Liping [1 ]
Ke, Chaofu [1 ]
机构
[1] Soochow Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Med Coll, Suzhou 215123, Peoples R China
[2] Providence VA Med Ctr, Med Serv, Sect Pulm & Crit Care Med, Providence, RI 02908 USA
[3] Brown Univ, Alpert Med Sch, Div Pulm Crit Care & Sleep Med, Providence, RI 02903 USA
来源
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM | 2023年 / 108卷 / 09期
关键词
preserved ratio impaired spirometry; metabolomics; type; 2; diabetes; mediation analysis; C-REACTIVE PROTEIN; RESTRICTED SPIROMETRY; PULMONARY-DISEASE; VITAL CAPACITY; ASSOCIATION; EPIDEMIOLOGY; NUTRITION;
D O I
10.1210/clinem/dgad140
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Context Whether baseline preserved ratio impaired spirometry (PRISm) is associated with the risk of developing type 2 diabetes (T2D) and if this association could be mediated by circulating metabolites remains to be elucidated. Objective To measure the prospective association of PRISm with T2D and potential metabolic mediators thereof. Methods This study used data from the UK Biobank and included 72 683 individuals without diabetes at baseline. PRISm was defined as the predicted forced expiratory volume in 1 second (FEV1) Results During a median follow-up of 12.06 years, 2513 participants developed T2D. Individuals who had PRISm (N = 8394) were 47% (95% CI, 33%-63%) more likely to develop T2D compared with those who had normal spirometry (N = 64 289). A total of 121 metabolites showed statistically significant mediation effects in the path from PRISm to T2D (false discovery rate <0.05). Glycoprotein acetyls, cholesteryl esters in large high-density lipoprotein (HDL), degree of unsaturation, cholesterol in large HDL, and cholesteryl esters in very large HDL were the top 5 metabolic markers, with mediation proportions (95% CI) being 11.91% (8.76%-16.58%), 11.04% (7.34%-15.55%), 10.36% (7.34%-14.71%), 9.87% (6.78%-14.09%), and 9.51% (6.33%-14.05%), respectively. A total of 11 principal components that explained 95% variance of the metabolic signatures accounted for 25.47% (20.83%-32.19%) of the relation between PRISm and T2D. Conclusions Our study revealed the association of PRISm with T2D risk and the potential roles of circulating metabolites in mediating this association.
引用
收藏
页码:E769 / E778
页数:10
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