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A cross-sectional study was conducted on 48 lung cancer patients and 39 controls (56 men and 31 women), aged 44\u201376 years between March 2011 and June 2012. Eleven elements have been included in the study: V, Cr, Mn, Fe, Co, Cu, Zn, Se, Mo, Cd, and Pb, some of them considered toxic (V, Cd, Cr and Pb), while others are essential (Co, Mo, Se, Fe and Zn), and they have been analyzed by ICP-QQQ-MS in serum, urine and for the first time in bronchoalveolar lavage fluid (BALF). In order to understand the involvement of metals in this process, an analytical metallomic approach based on non-denaturing precipitation of proteins (NDPP) has been optimized for the fractionation of high molecular mass (HMM) and low molecular mass (LMM) metal species, in order to distinguish between metal species that affect the biological activity and toxicological potential of the elements. In this work, the NDPP followed by the analysis of metals by ICP-QQQ-MS has been applied for the first time to serum, urine and BALF samples from lung cancer patients and controls in order to get metal-size molecule profiles (MSMP), which can be used as metal-based biomarkers of altered metabolic processes such as oxidative stress and homeostasis. In this sense, we have demonstrated that several metals are good biomarkers when they are related to labile complexes, complexed with low molecular mass ligands, or in the form of metalloproteins (i.e. V and Cr in HMM and Cu in LMM), which has been described for the first time. On the other hand, metal dyshomeostasis biomarkers are proposed using metal ratios and correlations. Finally, the ratios between elements were shown to be important biomarkers for lung cancer in serum (V\/Mn, V\/Pb, V\/Zn, Cr\/Pb), urine (Cr\/Cd, Mn\/Cd, V\/Cd, Co\/Cd, Cd\/Pb) and BALF (V\/Cu), which reflects the dyshomeostasis of metals in lung cancer. In this sense, several metals are correlated to others suggesting also the existence of an interconnected homeostasis in lung cancer.<\/jats:p>","DOI":"10.1039\/c8mt00139a","type":"journal-article","created":{"date-parts":[[2018,8,14]],"date-time":"2018-08-14T10:12:16Z","timestamp":1534241536000},"page":"1444-1451","update-policy":"https:\/\/doi.org\/10.1039\/rsc_crossmark_policy","source":"Crossref","is-referenced-by-count":36,"title":["Metal dyshomeostasis based biomarkers of lung cancer using human biofluids"],"prefix":"10.1093","volume":"10","author":[{"given":"Bel\u00e9n","family":"Callej\u00f3n-Leblic","sequence":"first","affiliation":[{"name":"Department of Chemistry, Faculty of Experimental Sciences, University of Huelva, Campus de El Carmen, Research Center on Health and Environment (RENSMA) , Huelva-21007, . Tel: +34 959219962","place":["Spain"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jos\u00e9 Luis","family":"G\u00f3mez-Ariza","sequence":"additional","affiliation":[{"name":"Department of Chemistry, Faculty of Experimental Sciences, University of Huelva, Campus de El Carmen, Research Center on Health and Environment (RENSMA) , Huelva-21007, . Tel: +34 959219962","place":["Spain"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6281-4793","authenticated-orcid":false,"given":"Antonio","family":"Pereira-Vega","sequence":"additional","affiliation":[{"name":"Pneumology Area of Juan Ram\u00f3n Jim\u00e9nez Hospital , Huelva,","place":["Spain"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8859-9550","authenticated-orcid":false,"given":"Tamara","family":"Garc\u00eda-Barrera","sequence":"additional","affiliation":[{"name":"Department of Chemistry, Faculty of Experimental Sciences, University of Huelva, Campus de El Carmen, Research Center on Health and Environment (RENSMA) , Huelva-21007, . 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