Plasma high-resolution metabolomics identifies linoleic acid and linked metabolic pathways associated with bone mineral density.
Absorptiometry, Photon
Adult
Biomarkers
/ analysis
Bone Density
Chromatography, Liquid
/ methods
Cross-Sectional Studies
Female
Humans
Linear Models
Linoleic Acid
/ blood
Lumbar Vertebrae
/ diagnostic imaging
Male
Mass Spectrometry
/ methods
Metabolic Networks and Pathways
Metabolomics
/ methods
Middle Aged
Prostaglandins
/ blood
Risk Assessment
Fats
Inflammation
Nutrition
Omega-6
PUFA
Skeletal health
Journal
Clinical nutrition (Edinburgh, Scotland)
ISSN: 1532-1983
Titre abrégé: Clin Nutr
Pays: England
ID NLM: 8309603
Informations de publication
Date de publication:
02 2021
02 2021
Historique:
received:
11
12
2019
revised:
16
03
2020
accepted:
25
05
2020
pubmed:
6
7
2020
medline:
24
8
2021
entrez:
5
7
2020
Statut:
ppublish
Résumé
There is a considerable degree of variation in bone mineral density (BMD) within populations. Use of plasma metabolomics may provide insight into established and novel determinants of BMD variance, such as nutrition and gut microbiome composition, to inform future prevention and treatment strategies for loss of BMD. Using high-resolution metabolomics (HRM), we examined low-molecular weight plasma metabolites and nutrition-related metabolic pathways associated with BMD. This cross-sectional study included 179 adults (mean age 49.5 ± 10.3 yr, 64% female). Fasting plasma was analyzed using ultra-high-resolution mass spectrometry with liquid chromatography. Whole body and spine BMD were assessed by dual energy X-ray absorptiometry and expressed as BMD (g/cm Of 10,210 total detected metabolic features, whole body BMD Z-score was associated with 710 metabolites, which were significantly enriched in seven metabolic pathways, including linoleic acid, fatty acid activation and biosynthesis, and glycerophospholipid metabolism. Spine BMD was associated with 970 metabolites, significantly enriched in pro-inflammatory pathways involved in prostaglandin formation and linoleic acid metabolism. In module analyses, tryptophan- and polyamine-derived metabolites formed a network that was significantly associated with spine BMD, supporting a link with the gut microbiome. Plasma HRM provides comprehensive information relevant to nutrition and components of the microbiome that influence bone health. This data supports pro-inflammatory fatty acids and the gut microbiome as novel regulators of postnatal bone remodeling.
Sections du résumé
BACKGROUND & AIMS
There is a considerable degree of variation in bone mineral density (BMD) within populations. Use of plasma metabolomics may provide insight into established and novel determinants of BMD variance, such as nutrition and gut microbiome composition, to inform future prevention and treatment strategies for loss of BMD. Using high-resolution metabolomics (HRM), we examined low-molecular weight plasma metabolites and nutrition-related metabolic pathways associated with BMD.
METHODS
This cross-sectional study included 179 adults (mean age 49.5 ± 10.3 yr, 64% female). Fasting plasma was analyzed using ultra-high-resolution mass spectrometry with liquid chromatography. Whole body and spine BMD were assessed by dual energy X-ray absorptiometry and expressed as BMD (g/cm
RESULTS
Of 10,210 total detected metabolic features, whole body BMD Z-score was associated with 710 metabolites, which were significantly enriched in seven metabolic pathways, including linoleic acid, fatty acid activation and biosynthesis, and glycerophospholipid metabolism. Spine BMD was associated with 970 metabolites, significantly enriched in pro-inflammatory pathways involved in prostaglandin formation and linoleic acid metabolism. In module analyses, tryptophan- and polyamine-derived metabolites formed a network that was significantly associated with spine BMD, supporting a link with the gut microbiome.
CONCLUSIONS
Plasma HRM provides comprehensive information relevant to nutrition and components of the microbiome that influence bone health. This data supports pro-inflammatory fatty acids and the gut microbiome as novel regulators of postnatal bone remodeling.
Identifiants
pubmed: 32620447
pii: S0261-5614(20)30277-6
doi: 10.1016/j.clnu.2020.05.041
pmc: PMC7714706
mid: NIHMS1608478
pii:
doi:
Substances chimiques
Biomarkers
0
Prostaglandins
0
Linoleic Acid
9KJL21T0QJ
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Research Support, U.S. Gov't, Non-P.H.S.
Langues
eng
Sous-ensembles de citation
IM
Pagination
467-475Subventions
Organisme : NIDDK NIH HHS
ID : K24 DK096574
Pays : United States
Organisme : NIA NIH HHS
ID : U54 AG062334
Pays : United States
Organisme : NIDDK NIH HHS
ID : R01 DK108842
Pays : United States
Organisme : NIA NIH HHS
ID : R03 AG066559
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR002378
Pays : United States
Organisme : NIDDK NIH HHS
ID : R01 DK124821
Pays : United States
Organisme : BLRD VA
ID : I01 BX000105
Pays : United States
Organisme : NIEHS NIH HHS
ID : P30 ES019776
Pays : United States
Organisme : NIDDK NIH HHS
ID : K01 DK102851
Pays : United States
Organisme : NIDDK NIH HHS
ID : R03 DK117246
Pays : United States
Organisme : NIDDK NIH HHS
ID : R01 DK112946
Pays : United States
Organisme : NIAID NIH HHS
ID : R38 AI140299
Pays : United States
Organisme : NCRR NIH HHS
ID : S10 RR028009
Pays : United States
Organisme : NIAMS NIH HHS
ID : R01 AR068157
Pays : United States
Organisme : NIAMS NIH HHS
ID : R01 AR070091
Pays : United States
Informations de copyright
Copyright © 2020 Elsevier Ltd and European Society for Clinical Nutrition and Metabolism. All rights reserved.
Références
Adv Nutr. 2017 Jan 17;8(1):1-16
pubmed: 28096123
Acad Med. 2011 Jun;86(6):718-23
pubmed: 21512361
J Womens Health Gend Based Med. 1999 Jul-Aug;8(6):805-13
pubmed: 10495261
J Bone Miner Res. 2016 Sep;31(9):1638-46
pubmed: 27317164
Front Nutr. 2019 Feb 25;6:16
pubmed: 30859104
PLoS One. 2014 Mar 17;9(3):e92368
pubmed: 24637895
Obesity (Silver Spring). 2019 Nov;27(11):1729-1737
pubmed: 31689010
Front Cell Infect Microbiol. 2018 Feb 06;8:13
pubmed: 29468141
Prostaglandins Other Lipid Mediat. 2014 Oct;113-115:13-20
pubmed: 25019221
Nutr Metab (Lond). 2018 Aug 10;15:57
pubmed: 30116286
Toxicol Sci. 2015 Dec;148(2):531-43
pubmed: 26358001
J Clin Epidemiol. 1990;43(12):1327-35
pubmed: 2254769
Circulation. 2007 Aug 28;116(9):1081-93
pubmed: 17671237
Front Bioeng Biotechnol. 2015 Jun 11;3:87
pubmed: 26125020
Toxicology. 2012 May 16;295(1-3):47-55
pubmed: 22387982
BMC Bioinformatics. 2013 Jan 16;14:15
pubmed: 23323971
Proc Natl Acad Sci U S A. 2009 Mar 10;106(10):3698-703
pubmed: 19234110
Int J Exp Pathol. 1995 Feb;76(1):37-42
pubmed: 7734338
Biostatistics. 2007 Jan;8(1):118-27
pubmed: 16632515
Open Heart. 2018 Nov 26;5(2):e000946
pubmed: 30564378
Transgenic Res. 2015 Apr;24(2):253-65
pubmed: 25231394
Metabolomics. 2007 Sep;3(3):211-221
pubmed: 24039616
J Nutr. 2007 Nov;137(11 Suppl):2507S-2512S
pubmed: 17951494
J Cell Physiol. 2014 Nov;229(11):1822-30
pubmed: 24677054
Calcif Tissue Int. 2018 Apr;102(4):426-432
pubmed: 29079994
J Am Geriatr Soc. 2010 Oct;58 Suppl 2:S298-302
pubmed: 21029057
Immunity. 2014 Jun 19;40(6):833-42
pubmed: 24950203
Adv Nutr. 2015 Sep 15;6(5):513-40
pubmed: 26374175
Osteoporos Int. 2016 Apr;27(4):1281-1386
pubmed: 26856587
J Clin Invest. 2015 Jun;125(6):2279-92
pubmed: 25915583
J Bone Miner Res. 2019 Feb;34(2):349-360
pubmed: 30399207
Endocrinology. 2002 Jun;143(6):2376-84
pubmed: 12021203
Am J Clin Nutr. 2019 May 1;109(5):1251-1263
pubmed: 31006007
J Bone Miner Res. 2014 Jan;29(1):212-22
pubmed: 23775851
PLoS One. 2015 Nov 18;10(11):e0142916
pubmed: 26581102
Endocr Rev. 2017 Jun 1;38(3):255-266
pubmed: 28472361
Int J Environ Res Public Health. 2018 May 22;15(5):
pubmed: 29789485
J Clin Invest. 2019 Jul 15;129(8):3018-3028
pubmed: 31305265
J Bone Miner Res. 2012 May;27(5):1222-30
pubmed: 22392875
Bioinformatics. 2009 Aug 1;25(15):1930-6
pubmed: 19414529
Biochem J. 2009 Jul 15;421(3):323-38
pubmed: 19589128
Metabolomics. 2013 Mar;9(1 Suppl):S132-S143
pubmed: 26229523
Curr Opin Infect Dis. 2015 Oct;28(5):464-70
pubmed: 26237547
PLoS Comput Biol. 2013;9(7):e1003123
pubmed: 23861661
Curr Osteoporos Rep. 2015 Aug;13(4):245-55
pubmed: 26045228
Prostaglandins Other Lipid Mediat. 2016 Sep;125:90-9
pubmed: 27350414
Nat Rev Endocrinol. 2019 Nov;15(11):651-665
pubmed: 31462768
Endocrinology. 1998 Jul;139(7):3157-64
pubmed: 9645689
Bone Rep. 2018 Jun 18;9:11-18
pubmed: 29955645
Gastroenterology. 2014 May;146(6):1564-72
pubmed: 24503132
Curr Top Dev Biol. 2017;125:357-373
pubmed: 28527578
Adv Nutr. 2016 Mar 15;7(2):299-312
pubmed: 26980813
Annu Rev Nutr. 2012 Aug 21;32:183-202
pubmed: 22540256
Bone. 2018 Oct;115:59-67
pubmed: 28433758
J Occup Environ Med. 2016 Aug;58(8 Suppl 1):S111-6
pubmed: 27501098
Prostaglandins Leukot Essent Fatty Acids. 2018 May;132:41-48
pubmed: 29610056
Br J Pharmacol. 2012 Jun;166(3):1084-96
pubmed: 22250848
Anal Chem. 2017 Jan 17;89(2):1063-1067
pubmed: 27977166