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Yang Yu Department of Endocrinology and Metabolism, Huai’an Hospital Affiliated to Xuzhou Medical University and Huai’an Second People’s Hospital, Huai’an, Jiangsu, China

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Hairong Hao Department of Endocrinology and Metabolism, Huai’an Hospital Affiliated to Xuzhou Medical University and Huai’an Second People’s Hospital, Huai’an, Jiangsu, China

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Linghui Kong Department of Endocrinology and Metabolism, Huai’an Hospital Affiliated to Xuzhou Medical University and Huai’an Second People’s Hospital, Huai’an, Jiangsu, China

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Jie Zhang Department of Endocrinology and Metabolism, Huai’an Hospital Affiliated to Xuzhou Medical University and Huai’an Second People’s Hospital, Huai’an, Jiangsu, China

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Feng Bai Department of Endocrinology and Metabolism, Huai’an Hospital Affiliated to Xuzhou Medical University and Huai’an Second People’s Hospital, Huai’an, Jiangsu, China

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Fei Guo Department of Endocrinology and Metabolism, Huai’an Hospital Affiliated to Xuzhou Medical University and Huai’an Second People’s Hospital, Huai’an, Jiangsu, China

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Pan Wei Department of Endocrinology and Metabolism, Huai’an Hospital Affiliated to Xuzhou Medical University and Huai’an Second People’s Hospital, Huai’an, Jiangsu, China

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Rui Chen Department of Endocrinology and Metabolism, Huai’an Hospital Affiliated to Xuzhou Medical University and Huai’an Second People’s Hospital, Huai’an, Jiangsu, China

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Wen Hu Department of Endocrinology and Metabolism, Huai’an Hospital Affiliated to Xuzhou Medical University and Huai’an Second People’s Hospital, Huai’an, Jiangsu, China

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the relative abundance of each metabolite type in each sample. (D) 2D principal component score plots of the analysed samples and box plots corresponding to the principal component scores. (E) Partial least square-discriminant analysis (PLS-DA) score

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Xiaohui Weng School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China
Weihai Institute for Bionics, Jilin University, Weihai, China

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Gehong Li School of Mathematics, Jilin University, Changchun, China

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Ziwei Liu Department of endocrinology, Jinshan Branch of Shanghai Sixth People's Hospital, Shanghai, China

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Rui Liu Department of VIP Unit, China-Japan Union Hospital of Jilin University, Changchun, China

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Zhaoyang Liu Digital Intelligent Cockpit Department, Intelligent Connected Vehicle Development Institute, China FAW Group Co LTD, Changchun, China

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Songyang Wang Digital Intelligent Cockpit Department, Intelligent Connected Vehicle Development Institute, China FAW Group Co LTD, Changchun, China

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Shishun Zhao School of Mathematics, Jilin University, Changchun, China

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Xiaotong Ma School of Mathematics, Jilin University, Changchun, China

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Zhiyong Chang Weihai Institute for Bionics, Jilin University, Weihai, China
College of Biological and Agricultural Engineering, Jilin University, Changchun, China
Key Laboratory of Bionic Engineering, Ministry of Education, Jilin University, Changchun, China

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. A pattern recognition method based on principal component analysis (PCA) was used to identify gaseous VOCs in 120 healthy volunteers and 120 diabetic patients to study the ability of features to distinguish health status. PCA results showed that 60

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Zhenyu Liu Department of Clinical Medicine, Beijing Luhe Hospital, Capital Medical University, Tongzhou District, Beijing, China

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Huixi Kong Department of Clinical Medicine, Beijing Shijitan Hospital, Capital Medical University, Haidian District, Beijing, China

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Baoyu Zhang Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Tongzhou District, Beijing, China

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DM and overweight Post hoc analysis of a randomized, open-label, active-comparator, parallel-group trial ( 40 ) Exenatide lixisenatide liraglutide ⇔ – Study A: 9 healthy men with overweight Study B: 52 patients with overweight and T

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Feifei Shao Department of Endocrinology, Gansu Provincial Hospital, Lanzhou, Gansu, China
Clinical Research Center for Metabolic Disease, Gansu Province, Lanzhou, Gansu, China
The First School of Clinical Medicine, Lanzhou University, Lanzhou, Gansu, China

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Xinxin Hu Clinical Research Center for Metabolic Disease, Gansu Province, Lanzhou, Gansu, China
The First School of Clinical Medicine, Lanzhou University, Lanzhou, Gansu, China

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Jiayu Li Clinical Research Center for Metabolic Disease, Gansu Province, Lanzhou, Gansu, China
The First School of Clinical Medicine, Lanzhou University, Lanzhou, Gansu, China

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Bona Bai Clinical Research Center for Metabolic Disease, Gansu Province, Lanzhou, Gansu, China
The First School of Clinical Medicine, Lanzhou University, Lanzhou, Gansu, China

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Limin Tian Department of Endocrinology, Gansu Provincial Hospital, Lanzhou, Gansu, China
Clinical Research Center for Metabolic Disease, Gansu Province, Lanzhou, Gansu, China
The First School of Clinical Medicine, Lanzhou University, Lanzhou, Gansu, China

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. Unidimensional statistical analysis was performed using the Student’s t -test, and multidimensional statistical analysis and R software map were employed for principal component analysis (PCA), orthogonal partial least squares discriminant analysis (OPLS

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Yunyi Ding Department of Nephrology, Hangzhou TCM Hospital of Zhejiang Chinese Medical University, Hangzhou, China

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Siyao Lv Department of Gastroenterology, Hangzhou TCM Hospital of Zhejiang Chinese Medical University, Hangzhou, China

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Ruijie Xie Division of Clinical Epidemiology and Aging Research, University of Heidelberg, Heidelberg, Germany

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Wei Ye Department of Gastroenterology, Hangzhou TCM Hospital, Hangzhou, China

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Yichen Luo School of Mechanical Engineering, Zhejiang University, Hangzhou, China

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Yayu Li Department of Nephrology, Hangzhou TCM Hospital, Hangzhou, China

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association between BMI and the incidence of DKD ( 26 , 27 , 28 ). Conversely, the relationship between WWI and the occurrence of DKD has not undergone a comprehensive investigation. In light of this knowledge gap, we undertook an analysis of the association

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