Metabolic effect of AOS-iron in rats with iron deficiency anemia using LC-MS/MS based metabolomics
Graphical abstract
Introduction
As a trace element in the human body, iron is essential for various metabolic and life activities, such as oxygen transport, myelination, DNA synthesis, and neurotransmitter synthesis and metabolism (Niu et al., 2018, Padmanabhan et al., 2015). Iron deficiency causes a decrease in the activity of various iron-containing enzymes, which in turn induces a decrease in metabolic level of oxygen and in immunity, and various metabolic disorders (Kanjaksha, 2006, Soppi, 2018). Long-term iron deficiency can seriously deplete iron stores in the body, leading to iron deficiency anemia (IDA) (Clark, 2008). IDA is currently one of the world's four major nutritional deficiency diseases, especially in underdeveloped and developing countries. It is an important goal for future health to reduce IDA worldwide.
Ferrous sulfate has been approved as an iron supplement by pharmacopoeias and food additive regulations in many countries. It has high iron content and is inexpensive, but its bioavailability is low because of the influence of other ingredients in the food (Tolkien, Stecher, Mander, Pereira, & Powell, 2015). In recent years, some new iron supplements (such as polysaccharide-iron complexes, peptide-iron complexes, iron nanocomposite and ferrous fumarate) have been studied (Cui et al., 2017, Cui et al., 2017, Kianpour et al., 2017, Li et al., 2018, Liang et al., 2018, Zhu et al., 2017). The research mainly involves the preparation process, physicochemical properties, structural characteristics, antioxidant activity and iron supplementation effect. However, at present, the metabolic pathways for IDA and the metabolic mechanism of IDA treatment with iron supplements have not been reported. We previously prepared agar oligosaccharide-iron complex (AOS-iron) as a novel chelated iron supplement, which was soluble and stable at physiological pH. AOS-iron was absorbed in a molecular form, and the ferric iron in AOS-iron was quickly reduced to ferrous iron (He, An, Teng, Huang, & Song, 2019). AOS-iron were more effectively restored the food intake, body weight, Hb, RBC, SI, SF and LI in IDA rats, compared to ferrous gluconate and ferrous sulfate (He et al., 2019). So, it is necessary to further study the mechanism of iron supplementation.
Metabolomics, an important part of systems biology, is a new omics that has emerged following genomics, transcriptomics and proteomics, which primarily explore biological pathways involved in disease pathogenesis and determine the biological effects of treatment by measuring the content of endogenous metabolites (Turi et al., 2018, Zhang et al., 2015). Metabolomics has been successfully used in the diagnosis and monitoring of disease or drug treatment progress, such as hemolytic anemia (Liu, Liu, Gu, Qin, & Tian, 2016), type 2 diabetes (Merino et al., 2018, Zhou et al., 2018), Parkinson’s disease (Babu et al., 2018), and hypertension (Zheng et al., 2019). This implies that metabolomics is currently the most promising technique for diagnosing the pathophysiological changes in diseases development and treatment. Serum and liver are important organs for studying the iron metabolic pathway. Serum iron content reflects iron transport in the body (Bergsland et al., 2017). Liver is an important organ in metabolism and the main iron storage organ in the body, playing a central regulatory role in iron metabolism (Siimes and Dallman, 2010, Sikorska et al., 2016). Therefore, the study of serum and liver metabolomics has great significance in the treatment of IDA.
In the present study, an IDA rat model was established by feeding the animals a low iron diet, and the IDA rats were treated with AOS-iron. The serum and liver metabolomics approach, based on liquid chromatography-tandem mass spectrometry (LC-MS/MS) combined with multivariate analyze (PCA and OPLS-DA), were applied to identify the potentially biomarkers for IDA and reveal the underlying mechanisms of AOS-iron treatment. The objectives of our study were to determine: (1) the metabolic pathways of IDA in rats, (2) whether AOS-iron can restore the major metabolites in relevant pathways disrupted by IDA to normal levels, thus achieving the effect of iron supplementation.
Section snippets
Materials
AOS-iron was prepared according to a previously described method (He et al., 2019) and 14.03% was determined as the iron content in AOS-iron.
Experimental design
Thirty-six male Sprague-Dawley rats with an initial body weight of 55 ± 5 g were purchased from Shanghai SLAC Laboratory Animal Co., Ltd (Shanghai, China). The rats were raised under controlled conditions at a temperature of 23 ± 2 °C with humidity of 50 ± 10% and a light–dark cycle of 12 h/12 h. All animal experiments were approved by the Laboratory
Multivariate analysis of serum and liver metabolites
Multivariate analysis, mainly including PCA and OPLS-DA (Xu et al., 2015), was used to analyze the differences in serum and liver metabolites in rats into the three groups. PCA is an unsupervised statistical method used to observe the overall distribution between samples and the stability of the entire analytical process through the relationship of original variables (Dhouha & Bérengère, 2011). In this study, test data on serum + QC and liver + QC samples and samples were separately uploaded
Discussion
Our previous studies have indicated that AOS-iron has better iron supplementation effect for IDA rats compared to ferrous gluconate and FeSO4 (He et al., 2019). In this study, we further investigate the changes in serum and liver metabolites in IDA rats and the rats treated by AOS-iron. LC-MS-based metabolomics combined with multivariate analysis were used to identify potential biomarkers. The major metabolic pathways disturbed by IDA and the possible metabolic mechanism of AOS-iron treatment
Conclusion
In this study, a total of 22 endogenous metabolites in serum and liver were identified as potential biomarkers for IDA in rats, and related metabolic pathways involved the biosynthesis of saturated and unsaturated fatty acids, sphingolipid metabolism, glycerophospholipid metabolism, linoleic acid metabolism, FcγR-mediated phagocytosis, pancreatic cancer metabolism, regulation of autophagy, GnRH signaling pathway, fatty acid metabolism, pantothenate and CoA biosynthesis, glutathione metabolism
Author contributions
Hong He: author make substantial contributions to conception and design, and/or acquisition of data, and/or analysis and interpretation of data, participate in drafting the article or revising it critically for important intellectual content and give final approval of the version to be submitted and any revised version. Fengping An: author make substantial contributions to acquisition of data, participate in drafting the article and give final approval of the version to be submitted. Qun Huang:
Declaration of Competing Interest
The authors declared that there is no conflict of interest.
Acknowledgements
This research has been co-financed by the General Program of the National Natural Science Foundation of China (No. 31271913), Fujian Regional Development Project (2016N3004), Scientific and Technological Innovation Fund of Fujian Agriculture and Forestry University (No. CXZX2018059). We thank the Shanghai luming biological technology co., LTD (Shanghai, China) for providing metabolomics services.
References (58)
- et al.
Murine autoimmune hemolytic anemia resulting from Fc gamma receptor-mediated erythrophagocytosis: Protection by erythropoietin but not by interleukin-3, and aggravation by granulocyte-macrophage colony-stimulating factor
Blood
(1992) - et al.
Role and function of sphingomyelin biosynthesis in the development of cancer
Advances in Cancer Research
(2018) - et al.
LC-MS based urinary metabolomics study of the intervention effect of aloe-emodin on hyperlipidemia rats
Journal of Pharmaceutical & Biomedical Analysis
(2018) - et al.
Alkaline ceramidase 1 protects mice from premature hair loss by maintaining the homeostasis of hair follicle stem cells
Stem Cell Reports
(2017) - et al.
Integrative analysis of indirect calorimetry and metabolomics profiling reveals alterations in energy metabolism between fed and fasted pigs
Journal of Animal Science & Biotechnology
(2018) - et al.
Molecular pathogenesis and clinical consequences of iron overload in liver cirrhosis
Hepatobiliary & Pancreatic Diseases International
(2016) - et al.
The liver is a metabolic and immunologic organ: A reconsideration of metabolic decompensation due to infection in inborn errors of metabolism (IEM)
Molecular Genetics & Metabolism
(2017) - et al.
A review of metabolomics approaches and their application in identifying causal pathways of childhood asthma
The Journal of Allergy and Clinical Immunology
(2018) - et al.
Galactosylation of IgG1 modulates FcγRIIB-mediated inhibition of murine autoimmune hemolytic anemia
Journal of Autoimmunity
(2013) - et al.
Erythrocyte membrane fatty acid composition in premenopausal patients with iron deficiency anemia
Journal of Oleo Science
(2016)
Serum metabolomics study in a group of Parkinson's disease patients from northern India
Clinica Chimica Acta
Serum iron concentration is associated with subcortical deep gray matter iron levels in multiple sclerosis patients
NeuroReport
Resveratrol alleviates lysophosphatidylcholine-induced damage and inflammation in vascular endothelial cells
Molecular Medicine Reports
Iron deficiency anemia
Nutrition in Clinical Practice
Glycocholic acid in chronic active hepatitis and mild liver diseases
Clinical Investigator
Selected metabolic alterations in the ischemic heart and their contributions to arrhythmogenesis
Herz
A novel low molecular weight enteromorpha polysaccharide-iron (III) complex and its effect on rats with iron deficiency anemia (IDA)
International Journal of Biological Macromolecules
Development of an indirect competitive enzyme-linked immunosorbent assay for glycocholic acid based on chicken single-chain variable fragment antibodies
Analytical Chemistry
Alterations of red blood cell metabolome in overhydrated hereditary stomatocytosis
Haematologica
The importance of experimental design and QC samples in large-scale and MS-driven untargeted metabolomic studies of humans
Bioanalysis
The substrate specificity of pantethinase 
European Journal of Biochemistry
Serum and liver tissue metabonomic study on fatty liver in rats induced by high-fat diet and intervention effects of traditional Chinese Medicine Qushi huayu decoction
Evid Based Complement Alternat Med
Glucose metabolism and liver. The liver in systemic diseases
Preparation and characterisation of a novel agar oligosaccharide-iron (III) complex
International Journal of Food Science & Technology
Effectiveness of AOS–iron on iron deficiency anemia in rats
RSC Advances
Neural stem cells restore hair growth through activation of the hair follicle niche
Cell Transplantation
Non haematological effects of iron deficiency – a perspective
Indian Journal of Medical Sciences
Physicochemical and biological characteristics of the nanostructured polysaccharide-iron hydrogel produced by microorganism Klebsiella oxytoca
Journal of Basic Microbiology
N-acetylcysteine amide, a novel cell-permeating thiol, restores cellular glutathione and protects human red blood cells from oxidative stress
Free Radical Biology & Medicine
Cited by (24)
Efficacy of polysaccharide iron complex in IDA rats: A comparative study with iron protein succinylate and ferrous succinate
2024, Biomedicine and PharmacotherapyRecent advances in marine oligosaccharides: A review of bioactivities and application
2023, Journal of Functional FoodsThe effect of probiotics on immune responses and their therapeutic application: A new treatment option for multiple sclerosis
2023, Biomedicine and Pharmacotherapy
- 1
Authors contributed equally to this work.