Submitted:
31 January 2025
Posted:
31 January 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Reference Group
2.2. Blood Sampling
2.3. Methods and Instruments
2.4. Statistics
3. Results
3.1. Quality Assurance
3.2. Evaluation by Sex
3.3. Evaluation by Age
3.4. Evaluation by Physical Activity
3.5. Reference Limits
4. Discussion
4.1. Serum Selenium RI
4.2. Serum Copper RIs
4.3. Serum Zinc RIs
4.4. Serum Rubidium RI
4.5. Serum Magnesium RI
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Regulation (EU) 2017/746 of the European Parliament and of the Council of 5 April 2017 on in vitro diagnostic medical devices and repealing Directive 98/79/EC and Commission Decision 2010/227/EU. Off J Eur Union 2017, 60, 176–332.
- ISO 17511:2020. In vitro diagnostic medical devices — requirements for establishing metrological traceability of values assigned to calibrators, trueness control materials and human samples. Geneva, Switzerland: International Organization for Standardization (ISO); 2020.
- Panteghini, M. An improved implementation of metrological traceability concepts is needed to benefit from standardization of laboratory results. Clin Chem Lab Med. 2024, 63, 270–278. [Google Scholar] [CrossRef] [PubMed]
- Doyle, K.; Bunch, D.R. Reference Intervals: Past, Present, and Future. Crit Rev Clin Lab Sci. 2023, 60, 466–482. [Google Scholar] [CrossRef]
- Bohn, M.K.; Bailey, D.; Balion, C.; Cembrowski, G.; Collier, C.; De Guire, V.; Higgins, V.; Jung, B.; Ali, Z.M.; Seccombe, D.; Taher, J.; Tsui, A.K.Y.; Venner, A.; Adeli, K. Reference Interval Harmonization: Harnessing the Power of Big Data Analytics to Derive Common Reference Intervals across Populations and Testing Platforms. Clin Chem. 2023, 69, 991–1008. [Google Scholar] [CrossRef] [PubMed]
- Adeli, K.; Higgins, V.; Trajcevski, K.; White-Al Habeeb, N. The Canadian Laboratory Initiative on Pediatric Reference Intervals: A CALIPER White Paper. Crit Rev Clin Lab Sci. 2017, 54, 358–413. [Google Scholar] [CrossRef]
- Friščić, I.; Perkov, S.; Radeljak, A. ; Stipanović-Kastelić, J; Paro, M.M.K. CLSI-based Verification and de Novo Establishment of Reference Intervals for Common Biochemical Assays in Croatian Newborns. Biochem Med (Zagreb). 2024, 34, е020705. 34,. [CrossRef]
- Dhaliwal, S.S.; Naresh, R.K.; Mandal, A.; Singh, R.; Dhaliwal, M.K. Dynamics and Transformations of Micronutrients in Agricultural Soils as Influenced by Organic Matter Build-up: a Review. Environ. Sustain. Indic. 2019, 1–2, e100007. [Google Scholar] [CrossRef]
- Rayman, M.P. Food-chain Selenium and Human Health: Emphasis on Intake. Br J Nutr. 2008, 100, 254–268. [Google Scholar] [CrossRef]
- Verma, P.; Sharma, A.K.; Shankar, H.; Sharma, A.; Rao, D.N. Role of Trace Elements, Oxidative Stress and Immune System: a Triad in Premature Ovarian Failure. Biol Trace Elem Res. 2018, 184, 325–333. [Google Scholar] [CrossRef]
- Skalny, A.A.; Tinkov, A.A.; Medvedeva, Y.S.; Alchinova, I.B.; Karganov, M.Y.; Skalny, A.V.; Nikonorov, A.A. Effect of Short-term Zinc Supplementation on Zinc and Selenium Tissue Distribution and Serum Antioxidant Enzymes. Acta Sci Pol Technol Aliment. 2015, 14, 269–276. [Google Scholar] [CrossRef]
- Oteiza, P.I. Zinc and the Modulation of Redox Homeostasis. Free Radic Biol Med. 2012, 53, 1748–1759. [Google Scholar] [CrossRef]
- Jarosz, M.; Olbert, M.; Wyszogrodzka, G.; Młyniec, K.; Librowski, T. Antioxidant and anti-inflammatory effects of zinc. Zinc-dependent NF-κB signaling. Inflammopharmacology 2017, 25, 11–24. [Google Scholar] [CrossRef] [PubMed]
- Rayman, M. P. Selenium and human health. Lancet 2012, 379, 1256–1268. [Google Scholar] [CrossRef]
- Köhrle, J.; Jakob, F.; Contempré, B.; Dumont, J.E. Selenium, the thyroid, and the endocrine system. Endocr Rev. 2005, 26, 944–984. [Google Scholar] [CrossRef] [PubMed]
- Hawkes, W.C.; Turek, P.J. Effects of dietary selenium on sperm motility in healthy men. J Androl. 2001, 22, 764–772. [Google Scholar] [CrossRef] [PubMed]
- Scheiber, I.F.; Dringen, R. Astrocyte functions in the copper homeostasis of the brain. Neurochem Int. 2013, 62, 556–565. [Google Scholar] [CrossRef]
- Scheiber, I.F.; Mercer, J.F.; Dringen, R. Metabolism and functions of copper in brain. Prog Neurobiol. 2014, 116, 33–57. [Google Scholar] [CrossRef]
- Uriu-Adams, J.Y.; Keen, C.L. Copper, oxidative stress, and human health. Mol Aspects Med. 2005, 26, 268–298. [Google Scholar] [CrossRef]
- Yamanaka, R.; Tabata, S.; Shindo, Y.; Hotta, K.; Suzuki, K.; Soga, T.; Oka, K. Mitochondrial Mg2+ homeostasis decides cellular energy metabolism and vulnerability to stress. Sci Rep. 2016, 6, 1–12. [Google Scholar] [CrossRef]
- Chacko, S.A.; Sul, J.; Song, Y.; Li, X.; LeBlanc, J.; You, Y.; Butch, A.; Liu, S. Magnesium supplementation, metabolic and inflammatory markers, and global genomic and proteomic profiling: A randomized, double-blind, controlled, crossover trial in overweight individuals. Am J Clin Nutr. 2011, 93, 463–473. [Google Scholar] [CrossRef]
- Fang, X.; Wang, K.; Han, D.; He, X.; Wei, J.; Zhao, L.; Imam, M. U.; Ping, Z.; Li, Y.; Xu, Y.; Min, J.; Wang, F. Dietary magnesium intake and the risk of cardiovascular disease, type 2 diabetes, and all-cause mortality: A dose-response meta-analysis of prospective cohort studies. BMC Med. 2016, 14, 210–223. [Google Scholar] [CrossRef]
- Jurowski, K.; Szewczyk, B.; Nowak, G.; Piekoszewski, W. Biological consequences of zinc deficiency in the pathomechanisms of selected diseases. J Biol Inorg Chem. 2014, 19, 1069–1079. [Google Scholar] [CrossRef] [PubMed]
- Mocchegiani, E.; Giacconi, R.; Muzzioli, M.; Cipriano, C. Zinc, infections and immunosenescence. Mech Ageing Dev. 2000, 121, 21–35. [Google Scholar] [CrossRef] [PubMed]
- Rayman, M.P. Selenium intake, status, and health: a complex relationship. Hormones (Athens). 2020, 19, 9–14. [Google Scholar] [CrossRef] [PubMed]
- Arora, M.; Mahat, R.K.; Kumar, S.; Mustafa, I.; Sah, S.P. Study of Trace Elements in Patients of Hypothyroidism with Special Reference to Zinc and Copper. Biomed J Sci Tech Res. 2018, 6, 11–16. [Google Scholar] [CrossRef]
- Zhang, X.; Xia, J.; Del Gobbo, L.C. , Hruby, A.; Dai, Q.; Song, Y. Serum magnesium concentrations and all-cause, cardiovascular, and cancer mortality among U.S. adults: Results from the NHANES I Epidemiologic Follow-up Study. Clin Nutr. 2018, 37, 1541–1549. [Google Scholar] [CrossRef]
- Kim, D.J.; Xun, P.; Liu, K.; Loria, C.; Yokota, K.; Jacobs, D.R.; He, K. Magnesium intake in relation to systemic inflammation, insulin resistance, and the incidence of diabetes. Diabetes Care 2010, 33, 2604–2610. [Google Scholar] [CrossRef]
- Ikehara, T.; Yamaguchi, H.; Sakai, T.; Miyamoto, H. (1984). Kinetic parameters and mechanism of active cation transport in HeLa cells as studied by Rb+ influx. Biochim Biophys Acta. 1984, 775, 297–307. [Google Scholar] [CrossRef]
- Nielsen, F. H. (2017). Nonessential Trace Minerals: Basic Nutritional and Toxicological Aspects. Mol Genet Nutr Asp Major Trace Miner. 2017, 1, 527–537. [Google Scholar] [CrossRef]
- Kordjazy, N.; Haj-Mirzaian, A.; Amiri, S.; Ostadhadi, S.; Kordjazy, M.; Sharifzadeh, M.; Dehpour, A.R. Elevated level of nitric oxide mediates the anti-depressant effect of rubidium chloride in mice. Eur J Pharmacol. 2015, 762, 411–418. [Google Scholar] [CrossRef]
- Krachler, M.; Wirnsberger, G.H. Long-term changes of plasma trace element concentrations in chronic hemodialysis patients. Blood Purif. 2000, 18, 138–143. [Google Scholar] [CrossRef]
- Ruggieri, F.; Alimonti, A.; Bocca, B. Full validation and accreditation of a method to support human biomonitoring studies for trace and ultra-trace elements. TrAC Trends Anal Chem. 2016, 80, 471–485. [Google Scholar] [CrossRef]
- Tzatchev, K.N. Reference limits of selenium, zinc, copper, iron and magnesium in blood serum and amniotic fluid and their informative content in some malignant diseases. Thesis for the award of the scientific degree “Candidate of Medical Sciences”, Medical University-Sofia, Bulgaria, 1987.
- Ivanova, I.D.; Atanasova, B.D.; Kostadinova, A.D.; Bocheva, Y.D.; Tzatchev, K.N. Serum Copper and Zinc in a Representative Sample of Bulgarian Population. Acta Medica Bulgarica 2016, 43, 21–31. [Google Scholar] [CrossRef]
- Tzatchev, K.N.; Lozanov, B.S. , Apostolova, E. H.; Dobrikov, P.; Atanasova, B.D.; Vasilev, V.G.; Deskova, D. Reference values for serum selenium of children in the Area of Smolyan, Bulgaria. Acta Medica Bulgarica. 2006, 33, 3–6. [Google Scholar]
- Clinical and Laboratory Standards Institute (CLSI). Defining, establishing, and verifying reference intervals in the clinical laboratory; approved guideline – third edition. CLSI document C28-A3c. Wayne: CLSI; 2008.
- Davcheva, *!!! REPLACE !!!*; D.M., *!!! REPLACE !!!*; Kirova, G.K.; Tsvetkova, T.Z.; Kmetov, V.J. 02–03 June 2018, Davcheva; D.M.; Kirova G.K.; Tsvetkova T.Z.; Kmetov, V.J. Contamination control in quantitative analysis of trace elements in human serum. In Proceedings of the National Scientific Conference “15 Years of Pharmacy in Medical University – Plovdiv”, Devin (Bulgaria), . 165–168.
- Davcheva, D.M.; Kirova, G.K.; Tsvetkova, T.Z.; Terzieva, D.D.; Kiryakova, M.T.; Kmetov, V.J. Preanalytical sample preparation and calibration optimization for ICP-MS analysis of copper, zinc, selenium, rubidium, strontium, magnesium, iron, molybdenum and barium. Bulg. Chem. Commun.
- Ghayour-Mobarhan, M.; Taylor, A.; New, S.A.; Lamb, D.J.; Ferns, G.A. Determinants of serum copper, zinc and selenium in healthy subjects. Ann Clin Biochem. 2005, 42, 364–375. [Google Scholar] [CrossRef] [PubMed]
- Arnaud, J.; de Lorgeril, M.; Akbaraly, T.; Salen, P.; Arnout, J.; Cappuccio, F.P.; van Dongen, M.C.; Donati, M.B.; Krogh, V.; Siani, A.; Iacoviello, L. European Collaborative Group of the IMMIDIET Project (2012). Gender differences in copper, zinc and selenium status in diabetic-free metabolic syndrome European population - the IMMIDIET study. Nutr Metab Cardiovasc Dis, 22. [CrossRef]
- Ghasemi, A.; Zahediasl, S.; Hosseini-Esfahani, F.; Azizi, F. Reference values for serum zinc concentration and prevalence of zinc deficiency in adult Iranian subjects. Biol Trace Elem Res. 2012, 149, 307–314. [Google Scholar] [CrossRef]
- Bülow Pedersen, I.; Knudsen, N.; Carlé, A.; Schomburg, L.; Köhrle, J.; Jørgensen, T.; Rasmussen, L.B.; Ovesen, L.; Laurberg, P. Serum selenium is low in newly diagnosed Graves' disease: a population-based study. Clin Endocrinol 2013, 79, 584–590. [Google Scholar] [CrossRef] [PubMed]
- Schultze, B.; Lind, P.M.; Larsson, A.; Lind, L. Whole blood and serum concentrations of metals in a Swedish population-based sample. Scand J Clin Lab Invest. 2014, 74, 143–148. [Google Scholar] [CrossRef]
- Christensen, K.; Werner, M.; Malecki, K. Serum selenium and lipid levels: Associations observed in the National Health and Nutrition Examination Survey (NHANES) 2011–2012. Environ Res. 2015, 140, 76–84. [Google Scholar] [CrossRef]
- Rocha, G.H.O.; Steinbach, C.; Munhoz, J.R.; Madia, M.A.O.; Faria, J.K.; Hoeltgebaum, D.; Barbosa, F.; Batista, B.L.; Souza, V.C.O.; Nerilo, S.B.; Bando, E.; Mossini, S.A.G.; Nishiyama, P. Trace metal levels in serum and urine of a population in southern Brazil. J Trace Elem Med Biol. 2016, 35, 61–65. [Google Scholar] [CrossRef]
- Zhang, H.; Yan, C.; Yang, Z.; Zhang, W.; Niu, Y.; Li, X.; Qin, L.; Su, Q. Alterations of serum trace elements in patients with type 2 diabetes. J Trace Elem Med Biol. 2017, 40, 91–96. [Google Scholar] [CrossRef]
- González-Estecha, M.; Palazón-Bru, I.; Bodas-Pinedo, A.; Trasobares, E.; Palazón-Bru, A.; Fuentes, M.; Cuadrado-Cenzual, M.Á. , Calvo-Manuel, E. Relationship between serum selenium, sociodemographic variables, other trace elements and lipid profile in an adult Spanish population. J Trace Elem Med Biol. 2017, 43, 93–105. [Google Scholar] [CrossRef] [PubMed]
- Kim, H.J.; Lim, H.S.; Lee, K.R.; Choi, M.H.; Kang, N.M.; Lee, C.H.; Oh, E.J.; Park, H.K. Determination of trace metal levels in the general population of Korea. Int J Environ Res Public Health. 2017, 14, 702. [Google Scholar] [CrossRef] [PubMed]
- Khatun, S.; Santhini, G.; Malligai, E.; Kumar, H.V. Evaluation of Serum Zinc, Copper Level and their Correlation with Cu/Zn Ratio and FT3/FT4 Ratio in Hypothyroidism. J Clin Diagnostic Res. 2019, 13, 13–15. [Google Scholar] [CrossRef]
- Salih, S.F.; Hussen, K.R.; Al-Timimi, D.J. Status of Serum Zinc Levels in Females with Thyroid Dysfunction. Duhok Med. J. 2019, 13, 74–82. [Google Scholar] [CrossRef]
- Stojsavljević, A.; Jagodić, J.; Vujotić, L.; Borković-Mitić, S.; Rašić-Milutinović, Z.; Jovanović, D.; Gavrović-Jankulović, M.; Manojlović, D. Reference Values for Trace Essential Elements in the Whole Blood and Serum Samples of the Adult Serbian Population: Significance of Selenium Deficiency. Environ Sci Pollut Res Int. 2020, 27, 1397–1405. [Google Scholar] [CrossRef]
- Sivtseva, A.I.; Sivtseva, E.N.; Shadrina, S.S.; Melnikov, V.N.; Boyakova, S.I.; Dokhunaeva, A.M. Microelement Composition of Serum in Dolgans, Indigenous Inhabitants of the Russian Arctic, in the Conditions of Industrial Development of Territories. Int J Circumpolar Health. 2020, 79, 1764304. [Google Scholar] [CrossRef]
- Bastola, M.M.; Locatis, C.; Maisiak, R.; Fontelo, P. Selenium, Copper, Zinc аnd Hypertension: An Analysis of the National Health and Nutrition Examination Survey (2011-2016). BMC Cardiovasc Disord. 2020, 20, 45. [Google Scholar] [CrossRef]
- Cabral, M.; Kuxhaus, O.; Eichelmann, F.; Kopp, J.F.; Alker, W.; Hackler, J.; Kipp, A.P.; Schwerdtle, T.; Haase, H.; Schomburg, L.; Schulze, M.B. Trace Element Profile and Incidence of Type 2 Diabetes, Cardiovascular Disease and Colorectal Cancer: Results from The EPIC-Potsdam Cohort Study. Eur J Nutr. 2021, 60, 3267–3278. [Google Scholar] [CrossRef]
- Bizerea-moga, T.O.; Pitulice, L.; Bizerea-spiridon, O.; Moga, T.V. Evaluation of Serum Selenium Status by Age and Gender: A Retrospective Observational Cohort Study in Western Romania. Nutrients 2021, 13, 1497. [Google Scholar] [CrossRef]
- Kipp, A.P.; Strohm, D.; Brigelius-Flohé, R.; Schomburg, L.; Bechthold, A.; Leschik-Bonnet, E.; Heseker, H.; German Nutrition Society (DGE). Revised Reference Values for Selenium Intake. J Trace Elem Med Biol. 2015, 32, 195–199. [Google Scholar] [CrossRef]
- Krustev, S.V.; Angelova, V.R.; Zaprjanova, P.S.; Nankova, M.I.; Ivanov, K.I. Selenium Content in Soil and Wheat Grain in Bulgaria. Acta sci. agric. 2020, 4, 26–31. [Google Scholar] [CrossRef]
- Tekeste, Z.; Amare, B.; Asfaw, F.; Fantahun, B.; van Nguyen, N.; Nishikawa, T.; Yabutani, T.; Okayasu, T.; Ota, F.; Kassu, A. Determination of Trace Elements in Ethiopian, Vietnamese, and Japanese Women Using High-resolution ICP-MS. Nutrition. 2015, 31, 1243–1246. [Google Scholar] [CrossRef] [PubMed]
- Stranges, S.; Marshall, J.R.; Natarajan, R.; Donahue, R.P.; Trevisan, M.; Combs, G.F.; Cappuccio, F.P.; Ceriello, A.; Reid, M.E. Effects of Long-Term Selenium Supplementation on the Incidence of Type 2 Diabetes: A Randomized Trial. Ann Intern Med. 2007, 147, 217–223. [Google Scholar] [CrossRef]
- Chen, C.J.; Lai, J.S.; Wu, C.C.; Lin, T.S. Serum Selenium in Adult Taiwanese. Sci Total Environ. 2006, 367, 448–450. [Google Scholar] [CrossRef] [PubMed]
- Clark, N.A.; Teschke, K.; Rideout, K.; Copes, R. Trace Element Levels in Adults from the West Coast of Canada and Associations with Age, Gender, Diet, Activities, and Levels of Other Trace Elements. Chemosphere 2007, 70, 155–164. [Google Scholar] [CrossRef]
- Viegas-Crespo, A.M.; Pavão, M.L.; Paulo, O.; Santos, V.; Santos, M.C.; Nève, J. Trace Element Status (Se, Cu, Zn) and Serum Lipid Profile in Portuguese Subjects of San Miguel Island from Azores'archipelago. J Trace Elem Med Biol. 2000, 14, 1–5. [Google Scholar] [CrossRef]
- Sánchez, C.; López-Jurado, M.; Aranda, P.; Llopis, J. Plasma Levels of Copper, Manganese and Selenium in an Adult Population in Southern Spain: Influence of Age, Obesity and Lifestyle Factors. Sci Total Environ. 2010, 408, 1014–1020. [Google Scholar] [CrossRef]
- Toro-Román, V.; Bartolomé, I.; Siquier-Coll, J.; Robles-Gil, M.C.; Muñoz, D.; Maynar-Mariño, M. Analysis of Intracellular and Extracellular Selenium Concentrations: Differences According to Training Level. Nutrients. 2022, 14, 1857. [Google Scholar] [CrossRef]
- Maynar, M.; Bartolomé, I.; Alves, J.; Barrientos, G.; Grijota, F.J.; Robles, M.C.; Muñoz, D. Influence of a 6-month physical training program on serum and urinary concentrations of trace metals in middle distance elite runners. J Int Soc Sports Nutr. 2019, 16, 53. [Google Scholar] [CrossRef]
- Maynar, M.; Muñoz, D.; Alves, J.; Barrientos, G.; Grijota, F.J.; Robles, M.C.; Llerena, F. Influence of an Acute Exercise Until Exhaustion on Serum and Urinary Concentrations of Molybdenum, Selenium, and Zinc in Athletes. Biol Trace Elem Res. 2018, 186, 361–369. [Google Scholar] [CrossRef]
- Baltaci, A.K.; Mogulkoc, R.; Akil, M.; Bicer, M. Review - Selenium - Its metabolism and relation to exercise. J Pharm Sci. 2016, 29, 1719–1725. [Google Scholar]
- Bocca, B.; Madeddu, R.; Asara, Y.; Tolu, P.; Marchal, J.A.; Forte, G. Assessment of reference ranges for blood Cu, Mn, Se and Zn in a selected Italian population. J Trace Elem Med Biol. 2011, 25, 19–26. [Google Scholar] [CrossRef] [PubMed]
- Konz, T.; Migliavacca, E.; Dayon, L.; Bowman, G.; Oikonomidi, A.; Popp, J.; Rezzi, S. ICP-MS/MS-Based Ionomics: A Validated Methodology to Investigate the Biological Variability of the Human Ionome. J Proteome Res. 2017, 16, 2080–2090. [Google Scholar] [CrossRef]
- Oddoze, C.; Lombard, E.; Portugal, H. Stability study of 81 analytes in human whole blood, in serum and in plasma. Clin Biochem. 2012, 45, 464–469. [Google Scholar] [CrossRef]
- Babić, Ž.; Tariba, B.; Kovačić, J.; Pizent, A.; Varnai, V.M.; Macan, J. Relevance of serum copper elevation induced by oral contraceptives: A meta-analysis. Contraception. 2013, 87, 790–800. [Google Scholar] [CrossRef] [PubMed]
- Bacelova, M.G.; Gatseva, P.D.; Deneva, T.I. , Davcheva, D.M., Bivolarska, A.V. Are the elements zinc, copper, magnesium, and rubidium related to nutrition and iodine deficiency in pregnant Bulgarian women from iodine deficient region? Cent Eur J Public Health. 2024, 32, 31–38. [Google Scholar] [CrossRef]
- Mena, P.; Maynar, M.; Gutierrez, J.M.; Maynar, J.; Timon, J.; Campillo, J.E. Erythrocyte free radical scavenger enzymes in bicycle professional racers. Adaptation to training. Int J Sports Med. 1991, 12, 563–566. [Google Scholar] [CrossRef]
- Muñoz, D.; Maynar, M.; Barrientos, G.; Siquier-Coll, J.; Bartolomé, I.; Grijota, F.J.; Robles, M.C. Effect of an Acute Exercise Until Exhaustion on the Serum and Urinary Concentrations of Cobalt, Copper, and Manganese Among Well-Trained Athletes. Biol Trace Elem Res. 2019, 189, 387–394. [Google Scholar] [CrossRef]
- King, J.C.; Brown, K.H.; Gibson, R.S.; Krebs, N.F.; Lowe, N.M.; Siekmann, J.H.; Raiten, D.J. Biomarkers of Nutrition for Development (BOND)-Zinc Review. J Nutr. 2015, 146, 858S–885S. [Google Scholar] [CrossRef]
- Yokokawa, H.; Fukuda, H.; Saita, M.; Miyagami, T.; Takahashi, Y.; Hisaoka, T.; Naito, T. Serum zinc concentrations and characteristics of zinc deficiency/marginal deficiency among Japanese subjects. J Gen Fam Med. 2020, 21, 248–255. [Google Scholar] [CrossRef]
- Rembach, A.; Hare, D.J.; Doecke, J.D.; Burnham, S.C.; Volitakis, I.; Fowler, C.J.; Cherny, R.A.; McLean, C.; Grimm, R.; Martins, R.; Ames, D.; Masters, C.L.; Bush, A.I.; Roberts, B.R. Decreased serum zinc is an effect of ageing and not Alzheimer's disease. Metallomics. 2014, 6, 1216–1219. [Google Scholar] [CrossRef]
- Holt, P.R. Intestinal malabsorption in the elderly. Dig Dis. 2007, 25, 144–150. [Google Scholar] [CrossRef] [PubMed]
- Chu, A.; Holdaway, C.; Varma, T.; Petocz, P.; Samman, S. Lower Serum Zinc Concentration Despite Higher Dietary Zinc Intake in Athletes: A Systematic Review and Meta-analysis. Sports Med. 2018, 48, 327–336. [Google Scholar] [CrossRef] [PubMed]
- Heitland, P.; Köster, H.D. Human biomonitoring of 73 elements in blood, serum, erythrocytes and urine. J Trace Elem Med Biol. 2021, 64. [Google Scholar] [CrossRef]
- Cesbron, A.; Saussereau, E.; Mahieu, L.; Couland, I.; Guerbet, M.; Goullé, J.P. Metallic profile of whole blood and plasma in a series of 106 healthy volunteers. J Anal Toxicol. 2013, 37, 401–405. [Google Scholar] [CrossRef] [PubMed]
- Muñiz, C.S.; Fernández-Martin, J.L.; Marchante-Gayón, J.M.; García Alonso, J.I.; Cannata-Andía, J.B.; Sanz-Medel, A. Reference values for trace and ultratrace elements in human serum determined by double-focusing ICP-MS. Biol Trace Elem Res. 2001, 82, 259–272. [Google Scholar] [CrossRef]
- Bohl, C.H.; Volpe, S.L. Magnesium and exercise. Crit Rev Food Sci Nutr. 2002, 42, 533–563. [Google Scholar] [CrossRef]
- Córdova, A.; Mielgo-Ayuso, J.; Roche, E. , Caballero-García, A.; Fernandez-Lázaro, D. Impact of Magnesium Supplementation in Muscle Damage of Professional Cyclists Competing in a Stage Race. Nutrients 2019, 11, 1927. [Google Scholar] [CrossRef]
- Maynar, M.; Crespo, C.; Llerena, F. , Grijota, F.; Alves, J.; Muñoz, D.; Caballero, M.J. Influence of physical exercise on serum concentration of magnesium and phosphorus. Med Dello Sport. 2015, 68, 577–84. [Google Scholar]
- Tardy, A.L.; Pouteau, E.; Marquez, D.; Yilmaz, C.; Scholey, A. Vitamins and Minerals for Energy, Fatigue and Cognition: A Narrative Review of the Biochemical and Clinical Evidence. Nutrients 2020, 12, 228. [Google Scholar] [CrossRef]
- Martinez-Sanchez, L.; Cobbaert, C.M.; Noordam, R.; Brouwer, N.; Blanco-Grau, A.; Villena-Ortiz, Y.; Thelen, M.; Ferrer-Costa, R.; Casis, E.; Rodríguez-Frias, F.; den Elzen, W.P.J. Indirect determination of biochemistry reference intervals using outpatient data. PloS one, 0268. [Google Scholar] [CrossRef]
- Rustad, P.; Felding, P.; Franzson, L.; Kairisto, V.; Lahti, A.; Mårtensson, A.; Hyltoft Petersen, P.; Simonsson, P.; Steensland, H.; Uldall, A. The Nordic Reference Interval Project 2000: recommended reference intervals for 25 common biochemical properties. Scand J Clin Lab Invest. 2004, 64, 271–284. [Google Scholar] [CrossRef] [PubMed]
- Tate, J.R.; Sikaris, K.A.; Jones, G.R.; Yen, T.; Koerbin, G.; Ryan, J.; Reed, M.; Gill, J.; Koumantakis, G.; Hickman, P.; Graham, P. Harmonising adult and paediatric reference intervals in australia and new zealand: an evidence-based approach for establishing a first panel of chemistry analytes. Clin Biochem Rev. 2014, 35, 213–235. [Google Scholar] [PubMed]
- Wang, J.L.; Weng, Y.L.; Pan, W.H.; Kao, M.D. Trends and nutritional status for magnesium in Taiwan from NAHSIT 1993 to 2008. Asia Pac J Clin Nutr. 2011, 20, 266–274. [Google Scholar] [PubMed]
- Shrivastava, S. , Shrivastava S. An evaluation of serum electrolytes level among patients having hypothyroidism. Int J Sci Res 2018, 7, 2277–8179. [Google Scholar]


| Variables | All participants | Age group (years) | ||
|---|---|---|---|---|
| 18–30 | 31–50 | 51–65 | ||
| Total (n) | 120 | 40 | 40 | 40 |
| Male/ Female (n) | 60/60 | 20/20 | 20/20 | 20/20 |
| Isotop | NA (%) | Polyatomic spectral interferences |
|---|---|---|
| 24Mg | 78.70 | 12C2, 1H23Na, 16O1H7Li, 14N10B |
| 65Cu | 30.3 | 14N51V, 16O1H48Ti, 1H64Zn, 40Ar25Mg, 12C53Cr, 40Ar24MgH |
| 66Zn | 27.9 | 14N52Cr, 1H65Cu, 40Ar26Mg, 12C54Fe, 16O50Cr, 12C54Cr |
| 78Se | 23.78 | 14N64Zn, 12C66Zn, 1H77Se, 16O1H61Ni, 40Ar38Ar, 40Ar37ClH, 38Ar40Ca |
| 85Rb | 72.20 | 40Ar45Sc, 16O69Ga, 1H84Kr, 14N71Ga, 16O1H68Zn |
| Element | LoD1 | LoQ2 | SeronormTM Trace ElementsSerum L-1 |
SeronormTM Trace ElementsSerum L-2 |
||||
|---|---|---|---|---|---|---|---|---|
| Mean3 | Target value | 95% CI | Mean1 | Target value | 95% CI | |||
| Mg* | 0.0004 | 0.0014 | 17.0 | 16.8 | 13.4–20.1 | 33.6 | 33.9 | 27.1–40.7 |
| Cu | 0.003 | 0.011 | 1075 | 1088 | 999–1176 | 1801 | 1850 | 1700–2000 |
| Zn | 0.007 | 0.025 | 1077 | 1097 | 952–1242 | 1639 | 1617 | 1404–1831 |
| Se | 0.0065 | 0.02 | 84 | 87 | 76–99 | 137 | 138 | 120–157 |
| Rb | 0.043 | 0.17 | 5.1 | 4.3 | NA | 9.4 | 8.5 | NA |
| Rb | 0.043 | 0.17 | 229 | 2324 | 228–2374 | |||
| Element | LABQUALITY Serum B | LABQUALITY Serum C | ||||
|---|---|---|---|---|---|---|
| Measured | Target | Dev% | Measured | Target | Dev% | |
| Mg (mmol/L) | 0.830 | 0.874 | 0.035 | 0.82 | 0.851 | 0.033 |
| Cu (µmol/L) | 16.60 | 15.00 | 2.57 | 16.10 | 14.77 | 2.15 |
| Zn (µmol/L) | 25 | 26.8 | 1.3 | 24 | 25.9 | 2 |
| Se (µmol/L) | 1.05 | 1.05 | 0.14 | 0.82 | 0.82 | 0.13 |
| Element | Total (n=120) | Male (n=60) | Female (n=60) | Significance | |||
|---|---|---|---|---|---|---|---|
| Med | [P2.5, P97.5] | Med | [P2.5, P97.5] | Med | [P2.5, P97.5] | ||
| Mg mg/L | 20.0 | [16.7, 23.4] | 20.1 | [16.8, 23.3] | 19.8 | [16.5, 24.8] | p = 0.7891 |
| Cu μg/L | 980 | [758, 1459] | 954 | [751,1202] | 1030 | [724, 1594] | p = 0.0031 |
| Zn μg/L | 817 | [649, 1102] | 863 | [613, 1125] | 811 | [654,1108] | p = 0.0522 |
| Se μg/L | 82 | [62, 117] | 83 | [61, 114] | 81 | [60, 145] | p = 0.2981 |
| Rb μg/L | 205 | [158, 286] | 205 | [151,262] | 209 | [159, 333] | p = 0.3152 |
| Element | Group | Median [P2.5, P97.5] | Calculated RI |
|---|---|---|---|
| Mg mg/L | Total | 20.0 [16.7, 23.4] | 15.8–24.1 |
| Zn μg/L | Total | 817 [649, 1102] | 634–1079 |
| Se μg/L | Total | 82 [62, 117] | 55–112 |
| Rb μg/L | Total | 205 [158, 286] | 146–332 |
| Cu μg/L | Male | 954 [751, 1202] | 685–1221 |
| Cu μg/L | Female < 30y | 891 [673, 1134] | 583–1259 |
| Cu μg/L | Female > 30y | 1106 [780, 1464] | 757–1533 |
| Study | n (М/F) | Age (years) | Method | Cu | Se | Zn |
|---|---|---|---|---|---|---|
| Current study, 2017–2022 | 120 (60/60) | 18–65 | ICP-MS | 566–1533 | 55–112 | 634–1079 |
| Bulgaria, 1987 [34] | 345 | ААS/ ЕТААS | 681–1736 | 32–91 | 693–1242 | |
| Bulgaria, 2006 [36] | 143 | 6–10 | ЕТААS | - | 36–102 | - |
| Bulgaria, 2013–2015 [35] | 379 (172/207) | 12–95 | ААS | 630–1584 | - | 765–960 |
| England, 2005 [40] | 189 (94/95) | 20–70+ | ААS | 898–1158 | 77–83 | 838–936 |
| Italy, Belgium, England, 2012 [41] | 1609 (748/861) | 27–63 | ААS/ ЕТААS | 547–1896 | 59–135 | 595–1092 |
| Iran, 2012 [42] | 2632 (1920/712) | 20–94 | ААS | - | - | 608–2013 |
| Denmark, 2013 [43] | 830 (155/675) | 18–65 | F | - | 59–138 | - |
| Sweden, 2014 [44] | 1000 (498/502) | 70 | SFMS | 589–1332 | - | 503–961 |
| USA, 2015 [45] | 2287 (1107/1180) | 12–80+ | ICP-MS | - | 120–693 | - |
| Brazil, 2016 [46] | 240 (175/65) | 18–74 | ICP-MS | 736–2801 | - | 600–1228 |
| China, 2016 [47] | 1327 (446/881) | 40–70 | ICP-MS | 520–1540 | 100–300 | 550–1300 |
| Spain, 2016 [48] | 372 (60/312) | 20–70 | ЕТААS | - | 56–103 | - |
| Korea, 2017 [49] | 258 (119/139) | 12–78 | ICP-MS | 678–1545 | 79–167 | 555–1287 |
| India, 2019 [50] | 80 (7/73) | 18–55 | SPM | 991–1820 | - | 770–1247 |
| Iraq, 2019 [51] | 100 (F) | 25–70 | ААS | - | - | 598–1126 |
| Serbia, 2019 [52] | 295 (146/149) | 38–42 | ICP-MS | 434–1042 | 41–98 | 387–839 |
| Russia, 2020 [53] | 107 (35/72) | 34–60 | ICP-MS | 1004–1922 | - | 678–1686 |
| USA, 2020 [54] | 6683 (3289/ 3394) |
8–80 | ICP-MS | 247–3066 | 58–299 | 314–2325 |
| Germany 2021 [55] | 2087 | 35–64 | ICP-MS/MS | 688–1354 | 61–99 | 543–913 |
| Romania, 2021 [56] | 1264 (1053/211) | 16–89 | ICP-MS | - | 64–137 | - |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).