1
|
Sanchez-Espirilla S, Pereira-Vega A, Callejón-Leblic B, Díaz-Olivares I, Santana R, Gotera Rivera C, Gómez-Ariza JL, López-Campos JL, Blanco-Orozco AI, Seijo L, Rodríguez M, Padrón Fraysse LA, Herrera-Chilla Á, Peces-Barba G, Barrera TG. Untargeted Metabolomic Study of Lung Cancer Patients after Surgery with Curative Intent. J Proteome Res 2023; 22:3499-3507. [PMID: 37843028 PMCID: PMC10629266 DOI: 10.1021/acs.jproteome.3c00356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Indexed: 10/17/2023]
Abstract
Lung cancer (LC) is a leading cause of mortality, claiming more than 1.8 million deaths per year worldwide. Surgery is one of the most effective treatments when the disease is in its early stages. The study of metabolic alterations after surgical intervention with curative intent could be used to assess the response to treatment or the detection of cancer recurrence. In this study, we have evaluated the metabolomic profile of serum samples (n = 110) from preoperative (PRE) and postoperative (POST) LC patients collected at two different time points (1 month, A; 3-6 months, B) with respect to healthy people. An untargeted metabolomic platform based on reversed phase (RP) and hydrophilic interaction chromatography (HILIC), using ultra-high performance liquid chromatography (UHPLC) and mass spectrometry (MS), was applied (MassIVE ID MSV000092213). Twenty-two altered metabolites were annotated by comparing all the different studied groups. DG(14,0/22:1), stearamide, proline, and E,e-carotene-3,3'-dione were found altered in PRE, and their levels returned to those of a baseline control group 3-6 months after surgery. Furthermore, 3-galactosyllactose levels remained altered after intervention in some patients. This study provides unique insights into the metabolic profiles of LC patients after surgery at two different time points by combining complementary analytical methods.
Collapse
Affiliation(s)
- Saida Sanchez-Espirilla
- Department
of Chemistry, Research Center for Natural Resources, Health and the
Environment (RENSMA), Faculty
of Experimental Sciences, University of
Huelva, Campus El Carmen, Fuerzas Armadas Ave., 21007 Huelva, Spain
- Department
of Chemistry, Faculty of Sciences, National
University of San Antonio Abad of Cusco, Av. de La Cultura, 773 Cusco, Peru
| | - Antonio Pereira-Vega
- Pneumology
Area of the Juan Ramón Jiménez Hospital, Ronda Norte, s/n, 21005 Huelva, Spain
| | - Belén Callejón-Leblic
- Department
of Chemistry, Research Center for Natural Resources, Health and the
Environment (RENSMA), Faculty
of Experimental Sciences, University of
Huelva, Campus El Carmen, Fuerzas Armadas Ave., 21007 Huelva, Spain
| | - Isabel Díaz-Olivares
- Department
of Chemistry, Research Center for Natural Resources, Health and the
Environment (RENSMA), Faculty
of Experimental Sciences, University of
Huelva, Campus El Carmen, Fuerzas Armadas Ave., 21007 Huelva, Spain
- Department
of Chemistry, Faculty of Sciences, National
University of San Antonio Abad of Cusco, Av. de La Cultura, 773 Cusco, Peru
- Pneumology
Area of the Juan Ramón Jiménez Hospital, Ronda Norte, s/n, 21005 Huelva, Spain
- IIS
Jiménez Díaz Foundation, ISCIII-CIBERES, Reyes Católicos Ave., 28040 Madrid, Spain
- Medical-Surgical
Unit of Respiratory Diseases, Institute
of Biomedicine of Seville (IBiS), Antonio Maura Montaner, 41013 Seville, Spain
- Virgen del
Rocío University Hospital/University of Seville, Manuel Siurot, s/n, 41013 Sevilla, Spain
- Center
for Biomedical Research in Respiratory Diseases Network (CIBERES), Carlos III Health Institute, Monforte de Lemos Ave., 28029 Madrid, Spain
- University
Clinic of Navarra, Marquesado
de Santa Marta Street, 1, 28027 Madrid, Spain
| | - Rafael Santana
- IIS
Jiménez Díaz Foundation, ISCIII-CIBERES, Reyes Católicos Ave., 28040 Madrid, Spain
| | | | - José Luis Gómez-Ariza
- Department
of Chemistry, Research Center for Natural Resources, Health and the
Environment (RENSMA), Faculty
of Experimental Sciences, University of
Huelva, Campus El Carmen, Fuerzas Armadas Ave., 21007 Huelva, Spain
| | - José Luis López-Campos
- Medical-Surgical
Unit of Respiratory Diseases, Institute
of Biomedicine of Seville (IBiS), Antonio Maura Montaner, 41013 Seville, Spain
- Virgen del
Rocío University Hospital/University of Seville, Manuel Siurot, s/n, 41013 Sevilla, Spain
- Center
for Biomedical Research in Respiratory Diseases Network (CIBERES), Carlos III Health Institute, Monforte de Lemos Ave., 28029 Madrid, Spain
| | - Ana Isabel Blanco-Orozco
- Medical-Surgical
Unit of Respiratory Diseases, Institute
of Biomedicine of Seville (IBiS), Antonio Maura Montaner, 41013 Seville, Spain
- Virgen del
Rocío University Hospital/University of Seville, Manuel Siurot, s/n, 41013 Sevilla, Spain
| | - Luis Seijo
- University
Clinic of Navarra, Marquesado
de Santa Marta Street, 1, 28027 Madrid, Spain
| | - María Rodríguez
- University
Clinic of Navarra, Marquesado
de Santa Marta Street, 1, 28027 Madrid, Spain
| | | | - Ángeles Herrera-Chilla
- Pneumology
Area of the Juan Ramón Jiménez Hospital, Ronda Norte, s/n, 21005 Huelva, Spain
| | - Germán Peces-Barba
- IIS
Jiménez Díaz Foundation, ISCIII-CIBERES, Reyes Católicos Ave., 28040 Madrid, Spain
| | - Tamara García Barrera
- Department
of Chemistry, Research Center for Natural Resources, Health and the
Environment (RENSMA), Faculty
of Experimental Sciences, University of
Huelva, Campus El Carmen, Fuerzas Armadas Ave., 21007 Huelva, Spain
| |
Collapse
|
2
|
Callejón-Leblic B, Sánchez Espirilla S, Gotera-Rivera C, Santana R, Díaz-Olivares I, Marín JM, Macario CC, Cosio BG, Fuster A, García IS, de-Torres JP, Feu Collado N, Cabrera Lopez C, Amado Diago C, Romero Plaza A, Fraysse LAP, Márquez Martín E, Marín Royo M, Balcells Vilarnau E, Llunell Casanovas A, Martínez González C, Galdíz Iturri JB, Lacárcel Bautista C, Gómez-Ariza JL, Pereira-Vega A, Seijo L, López-Campos JL, Peces-Barba G, García-Barrera T. Metallomic Signatures of Lung Cancer and Chronic Obstructive Pulmonary Disease. Int J Mol Sci 2023; 24:14250. [PMID: 37762552 PMCID: PMC10532173 DOI: 10.3390/ijms241814250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 09/07/2023] [Accepted: 09/08/2023] [Indexed: 09/29/2023] Open
Abstract
Lung cancer (LC) is the leading cause of cancer deaths, and chronic obstructive pulmonary disease (COPD) can increase LC risk. Metallomics may provide insights into both of these tobacco-related diseases and their shared etiology. We conducted an observational study of 191 human serum samples, including those of healthy controls, LC patients, COPD patients, and patients with both COPD and LC. We found 18 elements (V, Al, As, Mn, Co, Cu, Zn, Cd, Se, W, Mo, Sb, Pb, Tl, Cr, Mg, Ni, and U) in these samples. In addition, we evaluated the elemental profiles of COPD cases of varying severity. The ratios and associations between the elements were also studied as possible signatures of the diseases. COPD severity and LC have a significant impact on the elemental composition of human serum. The severity of COPD was found to reduce the serum concentrations of As, Cd, and Tl and increased the serum concentrations of Mn and Sb compared with healthy control samples, while LC was found to increase Al, As, Mn, and Pb concentrations. This study provides new insights into the effects of LC and COPD on the human serum elemental profile that will pave the way for the potential use of elements as biomarkers for diagnosis and prognosis. It also sheds light on the potential link between the two diseases, i.e., the evolution of COPD to LC.
Collapse
Affiliation(s)
- Belén Callejón-Leblic
- Department of Chemistry, Research Center for Natural Resources, Health and the Environment (RENSMA), Faculty of Experimental Sciences, University of Huelva, Campus El Carmen, Fuerzas Armadas Ave., 21007 Huelva, Spain; (B.C.-L.); (S.S.E.); (J.L.G.-A.)
| | - Saida Sánchez Espirilla
- Department of Chemistry, Research Center for Natural Resources, Health and the Environment (RENSMA), Faculty of Experimental Sciences, University of Huelva, Campus El Carmen, Fuerzas Armadas Ave., 21007 Huelva, Spain; (B.C.-L.); (S.S.E.); (J.L.G.-A.)
- Department of Chemistry, Faculty of Sciences, National University of San Antonio Abad of Cusco, Av. de La Cultura, Cusco 773, Peru
| | - Carolina Gotera-Rivera
- IIS-Jiménez Díaz Foundation, ISCIII-CIBERES, Reyes Católicos Ave., 28040 Madrid, Spain; (C.G.-R.); (R.S.)
| | - Rafael Santana
- IIS-Jiménez Díaz Foundation, ISCIII-CIBERES, Reyes Católicos Ave., 28040 Madrid, Spain; (C.G.-R.); (R.S.)
| | - Isabel Díaz-Olivares
- Beturia Andalusian Foundation for Health Research (FABIS), Ronda Norte, s/n, 21005 Huelva, Spain;
| | - José M. Marín
- Miguel Servet Hospital-IIS Aragon, ISCIII-CIBERES, Paseo de Isabel la Católica, 1-3, 50009 Zaragoza, Spain;
| | - Ciro Casanova Macario
- Pulmonary Department—Research Unit, Hospital Universitario Nuestra Señora de Candelaria, CIBERES, ISCIII, Universidad de La Laguna, Padre Herrera, s/n, 38200 Santa Cruz de Tenerife, Spain;
| | - Borja García Cosio
- Son Espases Hospital, IdISBa, ISCIII-CIBERES, Valldemossa Road, 79, 07120 Palma De Mallorca, Spain;
| | - Antonia Fuster
- Son Llàtzer Hospital, C. de Manacor, 07198 Palma, Spain;
| | - Ingrid Solanes García
- Santa Creu i Sant Pau Hospital, Carrer de St. Antoni Maria Claret, 167, 08025 Barcelona, Spain;
| | - Juan P. de-Torres
- University Clinic of Navarra, Pío XII Ave., 36, 31008 Pamplona, Spain;
| | - Nuria Feu Collado
- Reina Sofía Hospital, Maimonides Institute for Biomedical Research of Córdoba, Menéndez Pidal Ave., s/n, 14004 Córdoba, Spain;
| | - Carlos Cabrera Lopez
- University Hospital of Gran Canaria Dr. Negrín, Respiratory Service, C. Pl. Barranco de la Ballena, s/n, 35010 Las Palmas de Gran Canarias, Spain;
| | | | | | | | - Eduardo Márquez Martín
- Virgen del Rocío Hospital, Institute of Biomedicine of Seville (IBiS), ISCIII-CIBERES, Manuel Siurot Ave., s/n, 41013 Seville, Spain;
| | | | - Eva Balcells Vilarnau
- Hospital del Mar, ISCIII-CIBERES, Paseo Marítimo de la Barceloneta, 25, 29, 08003 Barcelona, Spain;
| | | | | | | | | | - José Luis Gómez-Ariza
- Department of Chemistry, Research Center for Natural Resources, Health and the Environment (RENSMA), Faculty of Experimental Sciences, University of Huelva, Campus El Carmen, Fuerzas Armadas Ave., 21007 Huelva, Spain; (B.C.-L.); (S.S.E.); (J.L.G.-A.)
| | - Antonio Pereira-Vega
- Pneumology Area of the Juan Ramón Jiménez Hospital, Ronda Norte, s/n, 21005 Huelva, Spain; (L.A.P.F.); (A.P.-V.)
| | - Luis Seijo
- University Clinic of Navarra, ISCIII-CIBERES, Monforte de Lemos Ave., 28029 Madrid, Spain;
| | - José Luis López-Campos
- Medical-Surgical Unit for Respiratory Diseases, Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital, University of Seville, Manuel Siurot Ave., s/n, 41013 Sevilla, Spain;
- Center for Biomedical Research in Respiratory Diseases Network (CIBERES), Carlos III Health Institute, Av. de Monforte de Lemos, 3–5, 28029 Madrid, Spain
| | - Germán Peces-Barba
- IIS-Jiménez Díaz Foundation, ISCIII-CIBERES, Reyes Católicos Ave., 28040 Madrid, Spain; (C.G.-R.); (R.S.)
| | - Tamara García-Barrera
- Department of Chemistry, Research Center for Natural Resources, Health and the Environment (RENSMA), Faculty of Experimental Sciences, University of Huelva, Campus El Carmen, Fuerzas Armadas Ave., 21007 Huelva, Spain; (B.C.-L.); (S.S.E.); (J.L.G.-A.)
| |
Collapse
|