Serum profiling of anorexia nervosa: A 1H NMR-based metabolomics study

被引:3
作者
Salehi, Alireza M. [1 ]
Nilsson, Ida A. K. [2 ,3 ,4 ]
Figueirae, Joao [5 ]
Thornton, Laura M. [6 ]
Abdulkarim, Israa [1 ]
Palsson, Erik [8 ]
Bulik, Cynthia M. [1 ,6 ,7 ]
Landen, Mikael [1 ,8 ]
机构
[1] Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, Sweden
[2] Karolinska Inst, Dept Mol Med & Surg, Stockholm, Sweden
[3] Karolinska Univ Hosp, Ctr Mol Med, Stockholm, Sweden
[4] Karolinska Inst, Ctr Eating Disorders Innovat, Stockholm, Sweden
[5] Umea Univ, Dept Chem, SciLifeLab, Umea, Sweden
[6] Univ N Carolina, Dept Psychiat, Chapel Hill, NC 27515 USA
[7] Univ N Carolina, Dept Nutr, Chapel Hill, NC 27515 USA
[8] Univ Gothenburg, Sahlgrenska Acad, Dept Psychiat, Inst Neurosci & Physiol, Gothenburg, Sweden
基金
瑞典研究理事会;
关键词
Metabolomics; Serum; Anorexia nervosa; NMR; Classification; NUCLEAR-MAGNETIC-RESONANCE; GLUTAMINE; PLASMA; SPECTROSCOPY; WOMEN;
D O I
10.1016/j.euroneuro.2021.02.015
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Our understanding of pathophysiological mechanisms underlying anorexia nervosa (AN) is incomplete. The aim was to conduct a metabolomics profiling of serum samples from women with AN (n = 65), women who have recovered from AN (AN-REC, n = 65), and age-matched healthy female controls (HC, n = 65). Serum concentrations of 21 metabolites were measured using proton nuclear magnetic resonance (H-1 NMR). We used orthogonal partial least-squares discriminant analysis (OPLS-DA) modeling to assign group classification based on the metabolites. Analysis of variance (ANOVA) was used to test for metabolite concentration differences across groups. The OPLS-DA model could distinguish between the AN and HC groups (p = 9.05 x 10-11 R2Y = 0.36, Q2 = 0.37) and between the AN-REC and HC groups (p = 8.47 x 10-6, R2Y = 0.36, Q2 = 0.24,), but not between the AN and AN-REC groups (p = 0.63). Lower methanol concentration in the AN and AN-REC group explained most of the variance. Likewise, the strongest finding in the univariate analyses was lower serum methanol concentration in both AN and ANREC compared with HC, which withstood adjustment for body mass index (BMI). We report for the first time lower serum concentrations of methanol in AN. The fact that low methanol was also found in recovered AN suggests that low serum concentration of methanol could either be trait marker or a scar effect of AN. (C) 2021 The Authors. Published by Elsevier B.V.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 43 条
[1]  
[Anonymous], 2006, INTERNET J LAB MED
[2]   Biomarkers and surrogate endpoints: Preferred definitions and conceptual framework [J].
Atkinson, AJ ;
Colburn, WA ;
DeGruttola, VG ;
DeMets, DL ;
Downing, GJ ;
Hoth, DF ;
Oates, JA ;
Peck, CC ;
Schooley, RT ;
Spilker, BA ;
Woodcock, J ;
Zeger, SL .
CLINICAL PHARMACOLOGY & THERAPEUTICS, 2001, 69 (03) :89-95
[3]   NMR metabolomic study of blood plasma in ischemic and ischemically preconditioned rats: an increased level of ketone bodies and decreased content of glycolytic products 24 h after global cerebral ischemia [J].
Baranovicova, Eva ;
Grendar, Marian ;
Kalenska, Dagmar ;
Tomascova, Anna ;
Cierny, Daniel ;
Lehotsky, Jan .
JOURNAL OF PHYSIOLOGY AND BIOCHEMISTRY, 2018, 74 (03) :417-429
[4]   Metabolic profiling, metabolomic and metabonomic procedures for NMR spectroscopy of urine, plasma, serum and tissue extracts [J].
Beckonert, Olaf ;
Keun, Hector C. ;
Ebbels, Timothy M. D. ;
Bundy, Jacob G. ;
Holmes, Elaine ;
Lindon, John C. ;
Nicholson, Jeremy K. .
NATURE PROTOCOLS, 2007, 2 (11) :2692-2703
[5]   In vivo nuclear magnetic resonance studies of glutamate-γ-aminobutyric acid-glutamine cycling in rodent and human cortex:: the central role of glutamine [J].
Behar, KL ;
Rothman, DL .
JOURNAL OF NUTRITION, 2001, 131 (09) :2498S-2504S
[6]   A genome-wide association study of anorexia nervosa [J].
Boraska, V. ;
Franklin, C. S. ;
Floyd, J. A. B. ;
Thornton, L. M. ;
Huckins, L. M. ;
Southam, L. ;
Rayner, N. W. ;
Tachmazidou, I. ;
Klump, K. L. ;
Treasure, J. ;
Lewis, C. M. ;
Schmidt, U. ;
Tozzi, F. ;
Kiezebrink, K. ;
Hebebrand, J. ;
Gorwood, P. ;
Adan, R. A. H. ;
Kas, M. J. H. ;
Favaro, A. ;
Santonastaso, P. ;
Fernandez-Aranda, F. ;
Gratacos, M. ;
Rybakowski, F. ;
Dmitrzak-Weglarz, M. ;
Kaprio, J. ;
Keski-Rahkonen, A. ;
Raevuori, A. ;
Van Furth, E. F. ;
't Landt, M. C. T. Slof-Op ;
Hudson, J. I. ;
Reichborn-Kjennerud, T. ;
Knudsen, G. P. S. ;
Monteleone, P. ;
Kaplan, A. S. ;
Karwautz, A. ;
Hakonarson, H. ;
Berrettini, W. H. ;
Guo, Y. ;
Li, D. ;
Schork, N. J. ;
Komaki, G. ;
Ando, T. ;
Inoko, H. ;
Esko, T. ;
Fischer, K. ;
Maennik, K. ;
Metspalu, A. ;
Baker, J. H. ;
Cone, R. D. ;
Dackor, J. .
MOLECULAR PSYCHIATRY, 2014, 19 (10) :1085-1094
[7]   Medical complications of anorexia nervosa and their treatments: an update on some critical aspects [J].
Brown, Carrie ;
Mehler, Philip S. .
EATING AND WEIGHT DISORDERS-STUDIES ON ANOREXIA BULIMIA AND OBESITY, 2015, 20 (04) :419-425
[8]   Reconceptualizing anorexia nervosa [J].
Bulik, Cynthia M. ;
Flatt, Rachael ;
Abbaspour, Afrouz ;
Carroll, Ian .
PSYCHIATRY AND CLINICAL NEUROSCIENCES, 2019, 73 (09) :518-525
[9]   Biomarker Characterization by MALDI-TOF/MS [J].
Cho, Yi-Tzu ;
Su, Hung ;
Wu, Wen-Jeng ;
Wu, Deng-Chyang ;
Hou, Ming-Feng ;
Kuo, Chao-Hung ;
Shiea, Jentaie .
ADVANCES IN CLINICAL CHEMISTRY, VOL 69, 2015, 69 :209-254
[10]   Metabolomics: an emerging but powerful tool for precision medicine [J].
Clish, Clary B. .
COLD SPRING HARBOR MOLECULAR CASE STUDIES, 2015, 1 (01)