Abstract
Cadmium (Cd) is a toxic non-essential heavy metal. Chronic low Cd exposure (CLCE) has been associated with distinct pathologies in many organ systems, including liver and kidney damage, osteoporosis, carcinogenicity, or reproductive toxicity. Currently, about 10% of the global population is at risk of CLCE. It is urgent to find robust and effective biomarkers for early diagnosis of Cd exposure and treatment. Metabolomics is a high-throughput method based on mass spectrometry to study the dynamic changes in a series of endogenous small molecular metabolites (typically < 1000 Da) of tissues, cells, or biofluids. It can reflect the rich and complex biochemical changes in the body after exposure to heavy metals, which may be useful in screening biomarkers to monitor exposure to environmental pollutants and/or predict disease risk. Therefore, this review focuses on the changes in metabolic profiles of humans and rodents under long-term Cd exposure from the perspective of metabolomics. Furthermore, the relationship between the disturbance of metabolic pathways and the toxic mechanism of Cd is discussed. All these information will facilitate the development of reliable metabolic biomarkers for early detection and diagnosis of Cd-related diseases.
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Abbreviations
- AA :
-
Arachidonic acid
- BCd :
-
Blood cadmium
- BW :
-
Body weight
- Ca :
-
Calcium
- CAT :
-
Catalase
- Cd :
-
Cadmium
- α-CEHC :
-
2,5,7,8-Tetramethyl-2(2’-carboxyethyl)-6-hydroxychroman
- CLCE :
-
Chronic low Cd exposure
- Cr :
-
Creatinine
- Cu :
-
Cuprum
- DMT1 :
-
Divalent metal transporter 1
- Co :
-
Cobalt
- ER :
-
Endoplasmic reticulum
- ETC :
-
Electron transport chain
- Fe :
-
Ferrum
- GBA :
-
4-Guanidinobutanoic acid
- GLCA :
-
Glycolithocholic acid
- GPX :
-
Glutathione peroxidase
- GR :
-
Glutathione reductase
- GSA :
-
Guanidinosuccinic acid
- GSH :
-
Glutathione
- GUDCA :
-
Glycoursodeoxycholic acid
- HCE :
-
High cadmium exposure
- LPA :
-
Lysophosphatidic acid
- LysoPC :
-
Lysophosphatidylcholine
- LysoPE :
-
Lysophosphatidylethanolamine
- β2-MG :
-
β2-Microglobulin
- Mn :
-
Manganese
- MT :
-
Metallothionein
- NAG :
-
N-Acetyl-β-D-glucosaminidase
- PAG :
-
Phenylacetylglycine
- PAH :
-
4-Aminohippuric acid
- PC :
-
Phosphatidylcholine
- PGE2 :
-
Prostaglandin E2
- PLA2 :
-
PhospholipaseA2
- PLD1 :
-
Phospholipase D1
- ROS :
-
Reactive oxygen species
- SOD :
-
Superoxide dismutase
- TCA :
-
Tricarboxylic acid
- TDCA :
-
Taurodeoxycholic acid
- TLCA :
-
Taurolithocholic acid
- TRPV :
-
Transient receptor potential cation channel subfamily V member
- UCd :
-
Urinary cadmium
- Zn :
-
Zinc
- ZIP :
-
Zinc transporter
References
Adler T (2003) Aging research: the future face of environmental health. Environ Health Perspect 111:A760–A765. https://doi.org/10.1289/ehp.111-a760
Bernard A (2004) Renal dysfunction induced by cadmium: biomarkers of critical effects. Biometals 17:519–523. https://doi.org/10.1023/b:biom.0000045731.75602.b9
Bernhoft RA (2013) Cadmium toxicity and treatment. ScientificWorldJournal 2013:394652. https://doi.org/10.1155/2013/394652
Bertin G, Averbeck D (2006) Cadmium: cellular effects, modifications of biomolecules, modulation of DNA repair and genotoxic consequences (a review). Biochimie 88:1549–1559. https://doi.org/10.1016/j.biochi.2006.10.001
Branca JJV, Fiorillo C, Carrino D, Paternostro F, Taddei N, Gulisano M, Pacini A, Becatti M (2020a) Cadmium-induced oxidative stress: focus on the central nervous system. Antioxidants (basel) 9:492. https://doi.org/10.3390/antiox9060492
Branca JJV, Pacini A, Gulisano M, Taddei N, Fiorillo C, Becatti M (2020b) Cadmium-induced cytotoxicity: effects on mitochondrial electron transport chain. Front Cell Dev Biol 8:604377. https://doi.org/10.3389/fcell.2020.604377
Brzóska MM, Moniuszko-Jakoniuk J (2004) Low-level exposure to cadmium during the lifetime increases the risk of osteoporosis and fractures of the lumbar spine in the elderly: studies on a rat model of human environmental exposure. Toxicol Sci 82:468–477. https://doi.org/10.1093/toxsci/kfh275
Bujak R, Struck-Lewicka W, Markuszewski MJ, Kaliszan R (2015) Metabolomics for laboratory diagnostics. J Pharm Biomed Anal 113:108–120. https://doi.org/10.1016/j.jpba.2014.12.017
Celik A, Büyükakilli B, Cimen B, Taşdelen B, Oztürk MI, Eke D (2009) Assessment of cadmium genotoxicity in peripheral blood and bone marrow tissues of male Wistar rats. Toxicol Mech Methods 19:135–140. https://doi.org/10.1080/15376510802354979
Chan WY, Rennert OM (1981) Cadmium nephropathy. Ann Clin Lab Sci 11:229–238
Chandler JD, Wongtrakool C, Banton SA, Li S, Orr ML, Barr DB, Neujahr DC, Sutliff RL, Go YM, Jones DP (2016) Low-dose oral cadmium increases airway reactivity and lung neuronal gene expression in mice. Physiol Rep 4:e12821. https://doi.org/10.14814/phy2.12821
Chen CS, Yuan TH, Shie RH, Wu KY, Chan CC (2017) Linking sources to early effects by profiling urine metabolome of residents living near oil refineries and coal-fired power plants. Environ Int 102:87–96. https://doi.org/10.1016/j.envint.2017.02.003
Chen S, Zhang M, Bo L, Li S, Hu L, Zhao X, Sun C (2018) Metabolomic analysis of the toxic effect of chronic exposure of cadmium on rat urine. Environ Sci Pollut Res Int 25:3765–3774. https://doi.org/10.1007/s11356-017-0774-8
Cui ZG, Ogawa R, Piao JL, Hamazaki K, Feril LB Jr, Shimomura A, Kondo T, Inadera H (2011) Molecular mechanisms involved in the adaptive response to cadmium-induced apoptosis in human myelomonocytic lymphoma U937 cells. Toxicol in Vitro 25:1687–1693. https://doi.org/10.1016/j.tiv.2011.07.008
Cui ZG, Ahmed K, Zaidi SF, Muhammad JS (2021) Ins and outs of cadmium-induced carcinogenesis: mechanism and prevention. Cancer Treat Res Commun 27:100372. https://doi.org/10.1016/j.ctarc.2021.100372
Cullen JT, Maldonado MT (2013) Biogeochemistry of cadmium and its release to the environment. Met Ions Life Sci 11:31–62. https://doi.org/10.1007/978-94-007-5179-8_2
Dos Santos ALT, Duarte CK, Santos M, Zoldan M, Almeida JC, Gross JL, Azevedo MJ, Lichtenstein AH, Zelmanovitz T (2018) Low linolenic and linoleic acid consumption are associated with chronic kidney disease in patients with type 2 diabetes. PLoS ONE 13:e0195249. https://doi.org/10.1371/journal.pone.0195249
Dudka I, Kossowska B, Senhadri H, Latajka R, Hajek J, Andrzejak R, Antonowicz-Juchniewicz J, Gancarz R (2014) Metabonomic analysis of serum of workers occupationally exposed to arsenic, cadmium and lead for biomarker research: a preliminary study. Environ Int 68:71–81. https://doi.org/10.1016/j.envint.2014.03.015
Ellis JK, Athersuch TJ, Thomas LD, Teichert F, Pérez-Trujillo M, Svendsen C, Spurgeon DJ, Singh R, Järup L, Bundy JG, Keun HC (2012) Metabolic profiling detects early effects of environmental and lifestyle exposure to cadmium in a human population. BMC Med 10:61. https://doi.org/10.1186/1741-7015-10-61
Farjad E, Momeni HR (2018) Silymarin ameliorates oxidative stress and enhances antioxidant defense system capacity in cadmium-treated mice. Cell J 20(422):426. https://doi.org/10.22074/cellj.2018.5355
Fongsupa S, Soodvilai S, Muanprasat C, Chatsudthipong V, Soodvilai S (2015) Activation of liver X receptors inhibits cadmium-induced apoptosis of human renal proximal tubular cells. Toxicol Lett 236:145–153. https://doi.org/10.1016/j.toxlet.2015.05.010
Gao Y, Lu Y, Huang S, Gao L, Liang X, Wu Y, Wang J, Huang Q, Tang L, Wang G, Yang F, Hu S, Chen Z, Wang P, Jiang Q, Huang R, Xu Y, Yang X, Ong CN (2014) Identifying early urinary metabolic changes with long-term environmental exposure to cadmium by mass-spectrometry-based metabolomics. Environ Sci Technol 48:6409–6418. https://doi.org/10.1021/es500750w
García-Sevillano MA, Abril N, Fernández-Cisnal R, García-Barrera T, Pueyo C, López-Barea J, Gómez-Ariza JL (2015) Functional genomics and metabolomics reveal the toxicological effects of cadmium in Mus musculus mice. Metabolomics 11:1432–1450. https://doi.org/10.1007/s11306-015-0801-z
Genchi G, Sinicropi MS, Lauria G, Carocci A, Catalano A (2020) The effects of cadmium toxicity. Int J Environ Res Public Health 17:3782. https://doi.org/10.3390/ijerph17113782
Geng HX, Wang L (2019) Cadmium: toxic effects on placental and embryonic development. Environ Toxicol Pharmacol 67:102–107. https://doi.org/10.1016/j.etap.2019.02.006
Go YM, Sutliff RL, Chandler JD, Khalidur R, Kang BY, Anania FA, Orr M, Hao L, Fowler BA, Jones DP (2015) Low-dose cadmium causes metabolic and genetic dysregulation associated with fatty liver disease in mice. Toxicol Sci 147:524–534. https://doi.org/10.1093/toxsci/kfv149
Gómez-Roig MD, Pascal R, Cahuana MJ, García-Algar O, Sebastiani G, Andreu-Fernández V, Martínez L, Rodríguez G, Iglesia I, Ortiz-Arrabal O, Mesa MD, Cabero MJ, Guerra L, Llurba E, Domínguez C, Zanini MJ, Foraster M, Larqué E, Cabañas F, Lopez-Azorín M, Pérez A, Loureiro B, Pallás-Alonso CR, Escuder-Vieco D, Vento M (2021) Environmental exposure during pregnancy: influence on prenatal development and early life: a comprehensive review. Fetal Diagn Ther 48:245–257. https://doi.org/10.1159/000514884
Guan T, Xin Y, Zheng K, Wang R, Zhang X, Jia S, Li S, Cao C, Zhao X (2021) Metabolomics analysis of the effects of quercetin on renal toxicity induced by cadmium exposure in rats. Biometals 34:33–48. https://doi.org/10.1007/s10534-020-00260-2
Henkler F, Brinkmann J, Luch A (2010) The role of oxidative stress in carcinogenesis induced by metals and xenobiotics. Cancers (basel) 2:376–396. https://doi.org/10.3390/cancers2020376
Hu L, Bo L, Zhang M, Li S, Zhao X, Sun C (2018) Metabonomics analysis of serum from rats given long-term and low-level cadmium by ultra-performance liquid chromatography-mass spectrometry. Xenobiotica 48:1079–1088. https://doi.org/10.1080/00498254.2017.1397811
Hu X, Chandler JD, Park S, Liu K, Fernandes J, Orr M, Smith MR, Ma C, Kang SM, Uppal K, Jones DP, Go YM (2019) Low-dose cadmium disrupts mitochondrial citric acid cycle and lipid metabolism in mouse lung. Free Radic Biol Med 131:209–217. https://doi.org/10.1016/j.freeradbiomed.2018.12.005
Huang K, Deng Y, Yuan W, Geng J, Wang G, Zou F (2020) Phospholipase D1 ameliorates apoptosis in chronic renal toxicity caused by low-dose cadmium exposure. Biomed Res Int 2020:7091053. https://doi.org/10.1155/2020/7091053
IARC (1993) Cadmium and cadmium compounds. IARC Monogr Eval Carcinog Risks Hum 58:119–237
Järup L, Akesson A (2009) Current status of cadmium as an environmental health problem. Toxicol Appl Pharmacol 238:201–208. https://doi.org/10.1016/j.taap.2009.04.020
Jia S, Guan T, Zhang X, Liu Y, Liu Y, Zhao X (2020) Serum metabonomics analysis of quercetin against the toxicity induced by cadmium in rats. J Biochem Mol Toxicol 34:e22448. https://doi.org/10.1002/jbt.22448
Johri N, Jacquillet G, Unwin R (2010) Heavy metal poisoning: the effects of cadmium on the kidney. Biometals 23:783–792. https://doi.org/10.1007/s10534-010-9328-y
Joint FAO/WHO Expert Committee on Food Additives. Meeting. 73th & World Health Organization (2011) Safety evaluation of certain food additives and contaminants: prepared by the Seventy-third meeting of the Joint FAO/WHO Expert Committee on Food Additives (JECFA). World Health Organization, pp 539–540. https://apps.who.int/iris/handle/10665/44521
Joseph P, Muchnok TK, Klishis ML, Roberts JR, Antonini JM, Whong WZ, Ong T (2001) Cadmium-induced cell transformation and tumorigenesis are associated with transcriptional activation of c-fos, c-jun, and c-myc proto-oncogenes: role of cellular calcium and reactive oxygen species. Toxicol Sci 61:295–303. https://doi.org/10.1093/toxsci/61.2.295
Khamis MM, Adamko DJ, El-Aneed A (2017) Mass spectrometric based approaches in urine metabolomics and biomarker discovery. Mass Spectrom Rev 36:115–134. https://doi.org/10.1002/mas.21455
Kil IS, Shin SW, Yeo HS, Lee YS, Park JW (2006) Mitochondrial NADP+-dependent isocitrate dehydrogenase protects cadmium-induced apoptosis. Mol Pharmacol 70:1053–1061. https://doi.org/10.1124/mol.106.023515
Kim EA, Kim JA, Park MH, Jung SC, Suh SH, Pang MG, Kim YJ (2009) Lysophosphatidylcholine induces endothelial cell injury by nitric oxide production through oxidative stress. J Matern Fetal Neonatal Med 22:325–331. https://doi.org/10.1080/14767050802556075
Kitamura M, Hiramatsu N (2010) The oxidative stress: endoplasmic reticulum stress axis in cadmium toxicity. Biometals 23:941–950. https://doi.org/10.1007/s10534-010-9296-2
Koh M, Takitani K, Miyazaki H, Yamaoka S, Tamai H (2013) Liver X receptor up-regulates α-tocopherol transfer protein expression and α-tocopherol status. J Nutr Biochem 24:2158–2167. https://doi.org/10.1016/j.jnutbio.2013.08.008
Kumar S, Sharma A (2019) Cadmium toxicity: effects on human reproduction and fertility. Rev Environ Health 34:327–338. https://doi.org/10.1515/reveh-2019-0016
Lankadurai BP, Nagato EG, Simpson MJ (2013) Environmental metabolomics: an emerging approach to study organism responses to environmental stressors. Environ Rev 21:180–205. https://doi.org/10.1139/er-2013-0011
Lee YK, Park EY, Kim S, Son JY, Kim TH, Kang WG, Jeong TC, Kim KB, Kwack SJ, Lee J, Kim S, Lee BM, Kim HS (2014) Evaluation of cadmium-induced nephrotoxicity using urinary metabolomic profiles in Sprague-Dawley male rats. J Toxicol Environ Health A 77:1384–1398. https://doi.org/10.1080/15287394.2014.951755
Li H, Huang K, Jin S, Peng Y, Liu W, Wang M, Zhang H, Zhang B, Xia W, Li Y, Lu S, Xu S (2019) Environmental cadmium exposure induces alterations in the urinary metabolic profile of pregnant women. Int J Hyg Environ Health 222:556–562. https://doi.org/10.1016/j.ijheh.2019.02.007
Liu J, Qu W, Kadiiska MB (2009) Role of oxidative stress in cadmium toxicity and carcinogenesis. Toxicol Appl Pharmacol 238:209–214. https://doi.org/10.1016/j.taap.2009.01.029
Liu Y, Zhang X, Guan T, Jia S, Liu Y, Zhao X (2020) Effects of quercetin on cadmium-induced toxicity in rat urine using metabonomics techniques. Hum Exp Toxicol 39:524–536. https://doi.org/10.1177/0960327119895811
Makri A, Stilianakis NI (2008) Vulnerability to air pollution health effects. Int J Hyg Environ Health 211:326–336. https://doi.org/10.1016/j.ijheh.2007.06.005
Men H, Young JL, Zhou W, Zhang H, Wang X, Xu J, Lin Q, Tan Y, Zheng Y, Cai L (2021) Early-life exposure to low-dose cadmium accelerates diethylnitrosamine and diet-induced liver cancer. Oxid Med Cell Longev 2021:1427787. https://doi.org/10.1155/2021/1427787
Miller RC, Brindle E, Holman DJ, Shofer J, Klein NA, Soules MR, O’Connor KA (2004) Comparison of specific gravity and creatinine for normalizing urinary reproductive hormone concentrations. Clin Chem 50:924–932. https://doi.org/10.1373/clinchem.2004.032292
Milnerowicz H, Ściskalska M, Dul M (2015) Pro-inflammatory effects of metals in persons and animals exposed to tobacco smoke. J Trace Elem Med Biol 29:1–10. https://doi.org/10.1016/j.jtemb.2014.04.008
Nath R, Prasad R, Palinal VK, Chopra RK (1984) Molecular basis of cadmium toxicity. Prog Food Nutr Sci 8:109–163
Niture S, Lin M, Qi Q, Moore JT, Levine KE, Fernando RA, Kumar D (2021) Role of autophagy in cadmium-induced hepatotoxicity and liver diseases. J Toxicol 2021:9564297. https://doi.org/10.1155/2021/9564297
Orr SE, Bridges CC (2017) Chronic kidney disease and exposure to nephrotoxic metals. Int J Mol Sci 18:1039. https://doi.org/10.3390/ijms18051039
Peana M, Pelucelli A, Medici S, Cappai R, Nurchi VM, Zoroddu MA (2021) Metal toxicity and speciation: a review. Curr Med Chem 28:7190–7208. https://doi.org/10.2174/0929867328666210324161205
Prozialeck WC, Edwards JR (2010) Early biomarkers of cadmium exposure and nephrotoxicity. Biometals 23:793–809. https://doi.org/10.1007/s10534-010-9288-2
Ragan HA, Mast TJ (1990) Cadmium inhalation and male reproductive toxicity. Rev Environ Contam Toxicol 114:1–22. https://doi.org/10.1007/978-1-4612-3368-8_1
Rani A, Kumar A, Lal A, Pant M (2014) Cellular mechanisms of cadmium-induced toxicity: a review. Int J Environ Health Res 24:378–399. https://doi.org/10.1080/09603123.2013.835032
Rinschen MM, Ivanisevic J, Giera M, Siuzdak G (2019) Identification of bioactive metabolites using activity metabolomics. Nat Rev Mol Cell Biol 20:353–367. https://doi.org/10.1038/s41580-019-0108-4
Rupe CO, Fetter MC (1981) Urinary urobilinogen determined by a mercuric chloride procedure. Clin Chem 27:1385–1387
Sarma SN, Saleem A, Lee JY, Tokumoto M, Hwang GW, Man Chan H, Satoh M (2018) Effects of long-term cadmium exposure on urinary metabolite profiles in mice. J Toxicol Sci 43:89–100. https://doi.org/10.2131/jts.43.89
Satarug S, Vesey DA, Gobe GC (2017) Current health risk assessment practice for dietary cadmium: data from different countries. Food Chem Toxicol 106:430–445. https://doi.org/10.1016/j.fct.2017.06.013
Satarug SC, Gobe GA, Vesey DA, Phelps KR (2020) Cadmium and lead exposure, nephrotoxicity, and mortality. Toxics 8:86. https://doi.org/10.3390/toxics8040086
Sivaprakasam C, Nachiappan V (2016) Modulatory effect of cadmium on the expression of phospholipase A2 and proinflammatory genes in rat testis. Environ Toxicol 31:1176–1184. https://doi.org/10.1002/tox.22124
Sivaprakasam C, Vijayakumar R, Arul M, Nachiappan V (2016) Alteration of mitochondrial phospholipid due to the PLA(2) activation in rat brains under cadmium toxicity. Toxicol Res (camb) 5:1680–1687. https://doi.org/10.1039/c6tx00201c
Suvagandha D, Nishijo M, Swaddiwudhipong W, Honda R, Ohse M, Kuhara T, Nakagawa H, Ruangyuttikarn W (2014) A biomarker found in cadmium exposed residents of Thailand by metabolome analysis. Int J Environ Res Public Health 11:3661–3677. https://doi.org/10.3390/ijerph110403661
Thévenod F, Lee WK, Garrick MD (2020) Iron and cadmium entry into renal mitochondria: physiological and toxicological implications. Front Cell Dev Biol 8:848. https://doi.org/10.3389/fcell.2020.00848
Tian M, Yan J, Zhang H, Wei Y, Zhang M, Rao Z, Zhang M, Wang H, Wang Y, Li X (2022) Screening and validation of biomarkers for cadmium-induced liver injury based on targeted bile acid metabolomics. Environ Pollut 300:118837. https://doi.org/10.1016/j.envpol.2022.118837
Tretter L, Adam-Vizi V (2005) Alpha-ketoglutarate dehydrogenase: a target and generator of oxidative stress. Philos Trans R Soc Lond B Biol Sci 360:2335–2345. https://doi.org/10.1098/rstb.2005.1764
Turolo S, Edefonti A, Syren ML, Marangoni F, Morello W, Agostoni C, Montini G (2018) Fatty acids in nephrotic syndrome and chronic kidney disease. J Ren Nutr 28:145–155. https://doi.org/10.1053/j.jrn.2017.08.005
Urani C, Melchioretto P, Fabbri M, Bowe G, Maserati E, Gribaldo L (2014) Cadmium impairs p53 activity in HepG2 cells. ISRN Toxicol 2014:976428. https://doi.org/10.1155/2014/976428
Valko M, Rhodes CJ, Moncol J, Izakovic M, Mazur M (2006) Free radicals, metals and antioxidants in oxidative stress-induced cancer. Chem Biol Interact 160:1–40. https://doi.org/10.1016/j.cbi.2005.12.009
Ventura C, Gomes BC, Oberemm A, Louro H, Huuskonen P, Mustieles V, Fernández MF, Ndaw S, Mengelers M, Luijten M, Gundacker C, Silva MJ (2021) Biomarkers of effect as determined in human biomonitoring studies on hexavalent chromium and cadmium in the period 2008–2020. Environ Res 197:110998. https://doi.org/10.1016/j.envres.2021.110998
Wai KM, Mar O, Kosaka S, Umemura M, Watanabe C (2017) Prenatal heavy metal exposure and adverse birth outcomes in Myanmar: a birth-cohort study. Int J Environ Res Public Health 14:1339. https://doi.org/10.3390/ijerph14111339
Waisberg M, Joseph P, Hale B, Beyersmann D (2003) Molecular and cellular mechanisms of cadmium carcinogenesis. Toxicology 192:95–117. https://doi.org/10.1016/s0300-483x(03)00305-6
Wang B, Du Y (2013) Cadmium and its neurotoxic effects. Oxid Med Cell Longev 2013:898034. https://doi.org/10.1155/2013/898034
Wang Y, Fang J, Leonard SS, Rao KM (2004) Cadmium inhibits the electron transfer chain and induces reactive oxygen species. Free Radic Biol Med 36:1434–1443. https://doi.org/10.1016/j.freeradbiomed.2004.03.010
Wang M, Xia W, Liu H, Liu F, Li H, Chang H, Sun J, Liu W, Sun X, Jiang Y, Liu H, Wu C, Pan X, Li Y, Rang W, Lu S, Xu S (2018) Urinary metabolomics reveals novel interactions between metal exposure and amino acid metabolic stress during pregnancy. Toxicol Res (camb) 7:1164–1172. https://doi.org/10.1039/c8tx00042e
Xing Y, Xia W, Zhang B, Zhou A, Huang Z, Zhang H, Liu H, Jiang Y, Hu C, Chen X, Xu S, Li Y (2018) Relation between cadmium exposure and gestational diabetes mellitus. Environ Int 113:300–305. https://doi.org/10.1016/j.envint.2018.01.001
Xu Y, Wang J, Liang X, Gao Y, Chen W, Huang Q, Liang C, Tang L, Ouyang G, Yang X (2016) Urine metabolomics of women from small villages exposed to high environmental cadmium levels. Environ Toxicol Chem 35:1268–1275. https://doi.org/10.1002/etc.3274
Xu Y, Mu W, Li J, Ba Q, Wang H (2021) Chronic cadmium exposure at environmental-relevant level accelerates the development of hepatotoxicity to hepatocarcinogenesis. Sci Total Environ 783:146958. https://doi.org/10.1016/j.scitotenv.2021.146958
Yang H, Shu Y (2015) Cadmium transporters in the kidney and cadmium-induced nephrotoxicity. Int J Mol Sci 16:1484–1494. https://doi.org/10.3390/ijms16011484
Yang J, Huo W, Zhang B, Zheng T, Li Y, Pan X, Liu W, Chang H, Jiang M, Zhou A, Qian Z, Wan Y, Xia W, Xu S (2016) Maternal urinary cadmium concentrations in relation to preterm birth in the Healthy Baby Cohort Study in China. Environ Int 94:300–306. https://doi.org/10.1016/j.envint.2016.06.003
Zeng T, Liang Y, Chen J, Cao G, Yang Z, Zhao X, Tian J, Xin X, Lei B, Cai Z (2021) Urinary metabolic characterization with nephrotoxicity for residents under cadmium exposure. Environ Int 154:106646. https://doi.org/10.1016/j.envint.2021.106646
Zhang M, Jia S, Liu Y, Liu Y, Li S, Bo L, Zhao X, Sun C (2019) Metabonomics analysis of kidneys in rats administered with chronic low-dose cadmium by ultra-performance liquid chromatography-mass spectrometry. J Appl Toxicol 39:441–450. https://doi.org/10.1002/jat.3735
Zhao M, Zhu X, Shan D, Huang X, Xu Q (2022) Metabolomics in liver injury induced by dietary cadmium exposure and protective effect of calcium supplementation. Anal Biochem 641:114556. https://doi.org/10.1016/j.ab.2022.114556
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We would like to thank members of the Lau And Xu laboratory for the critical reading of this manuscript.
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This work was supported by the grants from the National Natural Science Foundation of China (31771582 and 31271445), the Guangdong Natural Science Foundation of China (2017A030313131), the “Thousand, Hundred, and Ten” Project of the Department of Education of Guangdong Province of China, the Basic and Applied Research Major Projects of Guangdong Province of China (2017KZDXM035 and 2018KZDXM036), the “Yang Fan” Project of Guangdong Province of China (Andy T. Y. Lau-2016 and Yan-Ming Xu-2015), and the Shantou Medical Health Science and Technology Plan (200624165260857).
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Chen, XX., Xu, YM. & Lau, A.T.Y. Metabolic effects of long-term cadmium exposure: an overview. Environ Sci Pollut Res 29, 89874–89888 (2022). https://doi.org/10.1007/s11356-022-23620-6
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DOI: https://doi.org/10.1007/s11356-022-23620-6