Unravelling Mechanisms of Oxinflammation Induced by Heavy Metals
Abstract
1. Introduction
2. General Mechanisms of Oxidative Stress Induced by Heavy Metals
3. Oxidative Metabolites Generated by a Pro-Oxidant Environment Mediated by Heavy Metals
4. Inflammatory Mechanisms Mediated by Metabolites Generated by Heavy Metal-Induced Oxidative Stress
5. Altered Metabolites and Metabolic Signatures Following Heavy Metal Contamination
6. Consequences of Heavy Metal-Induced Oxinflammation in Biological Systems
6.1. Aluminum
6.2. Arsenic
6.3. Cadmium
6.4. Lead
6.5. Mercury
6.6. Nickel
7. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| 4-HNE | 4-hydroxynonenal |
| 8-Oxo-dG | 8-oxo-2′-deoxyguanosine |
| ASC | Apoptosis-associated granule-like protein containing a CARD domain |
| Casp-1 | Caspase-1 |
| CAT | Catalase |
| COX-2 | Cyclooxygenase-2 |
| DAMPs | Damage-associated molecular patterns |
| DMT1 | Divalent metal transporter 1 |
| eNOS | Endothelial NOS |
| ER | Endoplasmic reticulum |
| ERK | Extracellular signal-regulated kinase |
| ERO1 | Endoplasmic reticulum oxidoreductin 1 |
| ETC | Electron transport chain |
| FAD | Flavin adenine dinucleotide |
| GPx | Glutathione peroxidase |
| GR | Glutathione reductase |
| GSH | Reduced glutathione |
| GSSG | GSH/oxidized glutathione |
| GST | Glutathione S-transferase |
| H2O2 | Hydrogen peroxide |
| ICAM-1 | Intercellular adhesion molecule 1 |
| IL-6 | Interleukin-6 |
| IL-8 | Interleukin-8 |
| IL-18 | Interleukin-18 |
| IL-1β | Interleukin-1 beta |
| IKK | IκB kinase complex |
| iNOS | Inducible nitric oxide synthase |
| IP3R | Inositol triphosphate receptor |
| IRAK | IL-1 receptor-associated kinases |
| IsoLGs | Isolevuglandins |
| IκBα | Inhibitor of NF-κB |
| JNK | c-Jun N-terminal kinase |
| Keap1 | Kelch-like ECH-associated protein 1 |
| MAPKs | Mitogen-Activated Protein Kinases |
| MDA | Malondialdehyde |
| MREs | Metal-responsive elements |
| MTF-1 | Metal-responsive transcription factor-1 |
| MTs | Metallothioneins |
| MyD88 | Myeloid Differentiation Primary Response 88 |
| NF-κB | Nuclear factor-κB |
| NLRP3 | NOD-like receptor family pyrin domain-containing 3 |
| NO | Nitric oxide |
| NOXs | NADPH oxidases |
| Nrf2 | Nuclear erythroid factor 2-related factor 2 |
| O2•− | Superoxide radical |
| PDI | Protein disulfide isomerase |
| PKC | Protein kinase C |
| PPARα | Peroxisome proliferator-activated receptor alpha |
| PRRs | Pattern recognition receptors |
| PUFAs | Polyunsaturated fatty acids |
| QH2/Q | Ubiquinol/ubiquinone ratio |
| RET | Reverse electron transport |
| RIRR | ROS-induced ROS release |
| RNS | Reactive nitrogen species |
| ROS | Reactive oxygen species |
| SIRT1 | Sirtuin 1 |
| SOD | Superoxide dismutase |
| TLRs | Toll-like receptors |
| TNF-α | Tumor necrosis factor alpha |
| TRPV | Transient receptor potential channels, vanilloid subtype |
| UPR | Unfolded protein response |
| UPR | Flavin adenine dinucleotide |
| VCAM-1 | Vascular cell adhesion molecule 1 |
| ΔΨm | Reverse electron transport |
| ΔΨm | Mitochondrial membrane potential |
| δ-ALAD | δ-aminolevulinate dehydratase |
| δ-ALAS | δ-aminolevulinate synthase |
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| Heavy Metal | Sample (Murine Model/Organ) | Dose and Exposure Time | Metabolomics and Other Omics Approaches | Main Altered Metabolites | Main Changes in Metabolic Profiles and Other Aspects | Reference |
|---|---|---|---|---|---|---|
| Aluminum | Mouse; brain cortex | 0.5 mg/m3 (whole-body inhalation, 6 h/day for 28 days) * | GC-MS-based untargeted metabolomics | Glutamate metabolism-related molecules (e.g., L-glutamic acid and pyroglutamic acid); acetyl-L-carnitine and riboflavin | Alterations in glutamate metabolism and neurotransmitter-related metabolites | [145] |
| Mouse; astrocytes | 125 μg/mL for 72 h in vitro * | LC-MS/MS-based untargeted metabolomics | Inflammatory responses (e.g., tyrosine, tryptophan, arginine, proline, and glycerophospholipids metabolic pathways) and oxidative stress (e.g., biosynthesis of valine, leucine and isoleucine and metabolism of tryptophan and phenylalanine) | Disturbances in amino acids, lipids, purine and pyrimidine metabolism associated with oxidative stress and inflammation | [146] | |
| Mouse; gut content | 20 and 50 g/kg in the diet for 120 days | GC-MS-based untargeted metabolomics and microbiome integration | Amino acid metabolism (e.g., lysine, proline and putrescine), serotonin, and cholesterol | Changes in amino acids in the gut content, including cholesterol metabolism in the liver, and inflammatory pathways in the brain | [147] | |
| Rat; serum, gut content | 1, 10, and 100 mg/kg by gavage for 28 days * | LC-MS/MS-based untargeted metabolomics and microbiome integration | Amino acid metabolism (e.g., D-proline, L-threonine, and L-phenylalanine); lipid metabolism (e.g., erucic acid, stearic acid, arachidonic acid) | Alterations in microbiota composition involved lipid and amino acid metabolism | [148] | |
| Arsenic | Mouse; plasma, liver, kidney | 3 mg/kg/day for 12 days | Direct infusion MS-based metabolomics (DIMS) | Energy metabolism (e.g., glucose, glyceraldehyde-3-phosphate, pyruvate, and citric acid); amino acid metabolism (e.g., arginine, tryptophan, cysteine, glutamic acid, and methionine); lipid metabolism (e.g., choline and phosphorylcholine) | Alterations in energy metabolism (glycolysis and TCA cycle), amino acid metabolism, purine metabolism and membrane phospholipid metabolism | [149] |
| Rat; testis | 1, 5, and 25 mg/L for 6 months | UPLC-MS-based metabolomics and proteomics integration | Amino acid metabolism (e.g., L-leucine and L-methionine); purine metabolism (e.g., hypoxanthine and inosine); L-acetylcarnitine | Alterations in metabolites associated with spermatogenesis and fertilization | [75] | |
| Rat; gut content | 0.05, 0.25, 1.25, and 6.25 mg/L for 30 days | UPLC-MS-based untargeted metabolomics and microbiome integration | Lipid profile changes (e.g., lysoPC, lysoPE, PC and diacylglycerol); amino acid metabolism (e.g., L-arginine, glutathione and trimethyllysine) | Changes in glycerophospholipid metabolism, linoleic acid metabolism and amino acid biosynthesis | [150] | |
| Rat; liver | 50 mg/kg for 90 days | LC-MS/MS-based untargeted metabolomics and ICP-MS-based ionomics integration | Porphyrin metabolism (e.g., coproporphyrin III and protoporphyrinogen); steroid hormone (e.g., progesterone, androsterone glucuronide and 7α,25-dihydroxycholesterol); taurine and hypotaurine metabolism (e.g., 3-sulfino-L-alanine and 5-L-glutamyl-taurine) | Disturbances in nicotinate and nicotinamide metabolism, one-carbon pool of folate, porphyrin metabolism, steroid hormone biosynthesis, and taurine/hypotaurine metabolism | [76] | |
| Cadmium | Rat; liver | 0.7, 2, and 6 mg/kg/day by gavage for 90 days | GC-MS-based untargeted metabolomics | Amino acid metabolism (e.g., L-aspartic acid, L-proline and L-lysine); energy metabolism (e.g., butanedioic acid and malic acid); lipid metabolism (e.g., linolenic acid) | Alterations in amino acids, fatty acid and energy metabolism, and oxidative damage in the liver | [151] |
| Mouse; neural stem cells | 1.5 μM for 24 h in vitro | UPLC-MS-based untargeted metabolomics and transcriptomics integration | Lipid metabolism (e.g., ethanolamine and phosphatidylethanolamine); amino acid metabolism (e.g., arginine and proline) | Changes in arginine and proline metabolism, particularly glycerophospholipid metabolism, leading to a perturbed membrane function and signal transduction | [152] | |
| Mouse; spermatogonia | 20 μM for 24 h in vitro | LC-MS-based untargeted metabolomics and transcriptomics integration | Amino acid metabolism (e.g., histidine, isoleucine, aspartic acid, proline and tyrosine) | Changes in amino acid metabolism and metabolic pathways linked to ER stress and apoptosis | [153] | |
| Mouse; liver, gut content | 100 nM in drinking water for 12 weeks | LC-MS-based untargeted metabolomics and metagenomics integration | Bile acid metabolism (e.g., deoxycholic acid 3-glucuronide and cholic acid glucuronide); lipid metabolism (e.g., phosphatidylcholine, lysoPC, phosphatidylglycerols and dicarboxylic acids) | Disruption of gut microbiota, bile acid metabolism and lipid metabolic pathways, driving liver injury | [77] | |
| Lead | Mouse; gut content | 10 ppm in drinking water for 13 weeks | GC-MS-based untargeted metabolomics and microbiome integration | Vitamin E (α-tocopherol and γ-tocopherol); bile acid metabolism (e.g., cholic acid, ursodeoxycholic acid and deoxycholic acid); energy metabolism (e.g., glycerol-3-phosphate) | Disruptions in energy metabolism, vitamin E, bile acids, and nitrogen metabolism, impairments in the defense/detoxification mechanism and in oxidative stress pathways | [154] |
| Mouse; serum, gut content | 100 mg/L in drinking water for 12 weeks | LC-MS/MS-based untargeted metabolomics and microbiome integration | Bile acid metabolism (e.g., lithocholic acid, taurohyodeoxycholic acid and taurochenodeoxycholic) | Alterations in bile acid metabolism and gut microbiota composition linked to neuroinflammation | [155] | |
| Mouse; liver, gut content | 50 mg/kg for 4 weeks | LC-MS/MS-based metabolomics, transcriptomics, and microbiome integration | Lipid metabolism (e.g., carnitine); antioxidant metabolites (e.g., glutathione, 11-cis-retinol, all-trans-13,14-dihydroretinol and ferulic acid) | Changes in lipid, amino acid, and nucleotide metabolism and enhancing oxidative and inflammatory pathways and detoxification capacities | [156] | |
| Mercury | Mouse; blood | 0.2 mg/kg/day subcutaneous injection for 10 days | QTOF-MS untargeted metabolomics | Energy metabolism (e.g., glucose and lactic acid); lipid metabolism (e.g., choline, phosphocholine, L-carnitine and diacylglycerol); amino acid metabolism (e.g., valine, arginine, creatine and glutamine) | Changes in energy metabolism, amino acid metabolism, membrane phospholipid breakdown and oxidative stress-related metabolites | [157] |
| Rat; gut content | 0.4 μg/mL for 24 h | UPLC-QTOF-MS-based untargeted metabolomics | Amino acids/neurotransmitter metabolism (e.g., serine, GABA, glutamate, L-tyrosine, glycine and aspartic acid) | Changes in neurotransmitter metabolism and amino acids induce inflammatory and immunological responses | [158] | |
| Nickel | Mouse; colon | 450 mg/L in drinking water for 16 weeks | LC-MS/MS-based untargeted metabolomics and microbiome integration | Amino acid metabolism (e.g., valine, tryptophan, lysine and pyroglutamic acid); lipid metabolism (e.g., arachidonic acid and stearidonic acid) | Changes in amino acid metabolism and lipid metabolic pathways | [159] |
| Rat; serum | 0.015, 0.06, and 0.24 mg/mL for 9 weeks * | LC-MS-based untargeted metabolomics and metagenomics integration | Lipid metabolism (e.g., linoleic acid docosapentaenoic acid and phosphatidylcholine); progesterone; ascorbate and aldarate metabolism | Alterations in lipid metabolism, bile acid metabolism, amino acid metabolism, nucleotide metabolism, and carbohydrate and progesterone metabolic pathways | [160] | |
| Mouse; serum and gut content | 20 mg/kg every other day for 15 days via gavage, intraperitoneal injection, or nasal instillation | GC-MS-based targeted SCFA metabolomics | Lipid metabolism (e.g., acetate, propionate, isovalerate, and butyrate) | Disturbances in short-chain fatty acids metabolism and inflammatory signaling pathways | [161] |
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Guimarães-Ervilha, L.O.; Assis, M.Q.; Lopes, I.d.S.; Iasbik-Lima, T.; Faria, J.V.L.; Souza, A.C.F.; Machado-Neves, M. Unravelling Mechanisms of Oxinflammation Induced by Heavy Metals. Metabolites 2026, 16, 319. https://doi.org/10.3390/metabo16050319
Guimarães-Ervilha LO, Assis MQ, Lopes IdS, Iasbik-Lima T, Faria JVL, Souza ACF, Machado-Neves M. Unravelling Mechanisms of Oxinflammation Induced by Heavy Metals. Metabolites. 2026; 16(5):319. https://doi.org/10.3390/metabo16050319
Chicago/Turabian StyleGuimarães-Ervilha, Luiz Otávio, Mírian Quintão Assis, Izabela da Silva Lopes, Thainá Iasbik-Lima, João Victor Leles Faria, Ana Cláudia Ferreira Souza, and Mariana Machado-Neves. 2026. "Unravelling Mechanisms of Oxinflammation Induced by Heavy Metals" Metabolites 16, no. 5: 319. https://doi.org/10.3390/metabo16050319
APA StyleGuimarães-Ervilha, L. O., Assis, M. Q., Lopes, I. d. S., Iasbik-Lima, T., Faria, J. V. L., Souza, A. C. F., & Machado-Neves, M. (2026). Unravelling Mechanisms of Oxinflammation Induced by Heavy Metals. Metabolites, 16(5), 319. https://doi.org/10.3390/metabo16050319

