1
|
Duarte-Rodríguez DA, Flores-Lujano J, McNally RJQ, Pérez-Saldivar ML, Jiménez-Hernández E, Martín-Trejo JA, Espinoza-Hernández LE, Medina-Sanson A, Paredes-Aguilera R, Merino-Pasaye LE, Velázquez-Aviña MM, Torres-Nava JR, Espinosa-Elizondo RM, Amador-Sánchez R, Dosta-Herrera JJ, Mondragón-García JA, González-Ulibarri JE, Martínez-Silva SI, Espinoza-Anrubio G, Paz-Bribiesca MM, Salcedo-Lozada P, Landa-García RÁ, Ramírez-Colorado R, Hernández-Mora L, Santamaría-Ascencio M, López-Loyola A, Godoy-Esquivel AH, García-López LR, Anguiano-Ávalos AI, Mora-Rico K, Castañeda-Echevarría A, Rodríguez-Jiménez R, Cibrian-Cruz JA, Solís-Labastida KA, Cárdenas-Cardos R, López-Santiago N, Flores-Villegas LV, Peñaloza-González JG, González-Ávila AI, Sánchez-Ruiz M, Rivera-Luna R, Rodríguez-Villalobos LR, Hernández-Pérez F, Olvera-Durán JÁ, García-Cortés LR, Mata-Rocha M, Sepúlveda-Robles OA, Bekker-Méndez VC, Jiménez-Morales S, Meléndez-Zajgla J, Rosas-Vargas H, Vega E, Núñez-Enríquez JC, Mejía-Aranguré JM. Evidence of spatial clustering of childhood acute lymphoblastic leukemia cases in Greater Mexico City: report from the Mexican Inter-Institutional Group for the identification of the causes of childhood leukemia. Front Oncol 2024; 14:1304633. [PMID: 38420017 PMCID: PMC10899509 DOI: 10.3389/fonc.2024.1304633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 01/11/2024] [Indexed: 03/02/2024] Open
Abstract
Background A heterogeneous geographic distribution of childhood acute lymphoblastic leukemia (ALL) cases has been described, possibly, related to the presence of different environmental factors. The aim of the present study was to explore the geographical distribution of childhood ALL cases in Greater Mexico City (GMC). Methods A population-based case-control study was conducted. Children <18 years old, newly diagnosed with ALL and residents of GMC were included. Controls were patients without leukemia recruited from second-level public hospitals, frequency-matched by sex, age, and health institution with the cases. The residence address where the patients lived during the last year before diagnosis (cases) or the interview (controls) was used for geolocation. Kulldorff's spatial scan statistic was used to detect spatial clusters (SCs). Relative risks (RR), associated p-value and number of cases included for each cluster were obtained. Results A total of 1054 cases with ALL were analyzed. Of these, 408 (38.7%) were distributed across eight SCs detected. A relative risk of 1.61 (p<0.0001) was observed for the main cluster. Similar results were noted for the remaining seven ones. Additionally, a proximity between SCs, electrical installations and petrochemical facilities was observed. Conclusions The identification of SCs in certain regions of GMC suggest the possible role of environmental factors in the etiology of childhood ALL.
Collapse
Affiliation(s)
- David Aldebarán Duarte-Rodríguez
- División de Desarrollo de la Investigación en Salud, Coordinación de Investigación en Salud, Centro Médico Nacional (CMN) “Siglo XXI”, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Janet Flores-Lujano
- Unidad de Investigación Médica en Epidemiología Clínica, Unidad Médica de Alta Especialidad (UMAE), Hospital de Pediatría, Centro Médico Nacional (CMN) “Siglo XXI”, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Richard J. Q. McNally
- Population Health Sciences Institute, Newcastle University, Royal Victoria Infirmary, Newcastle upon Tyne, United Kingdom
| | - María Luisa Pérez-Saldivar
- Unidad de Investigación Médica en Epidemiología Clínica, Unidad Médica de Alta Especialidad (UMAE), Hospital de Pediatría, Centro Médico Nacional (CMN) “Siglo XXI”, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Elva Jiménez-Hernández
- Servicio de Oncología, Hospital Pediátrico “Moctezuma”, Secretaría de Salud de la Ciudad de Mexico (SEDESA), Ciudad de Mexico, Mexico
| | - Jorge Alfonso Martín-Trejo
- Servicio de Hematología, Unidad Médica de Alta Especialidad Hospital de Pediatría, Centro Médico Nacional (CMN) “Siglo XXI”, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Laura Eugenia Espinoza-Hernández
- Servicio de Hematología, Unidad Médica de Alta Especialidad Hospital de Pediatría, Centro Médico Nacional (CMN) “Siglo XXI”, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Aurora Medina-Sanson
- Departamento de Hemato-Oncología, Hospital Infantil de Mexico “Federico Gómez”, Secretaría de Salud (SS), Ciudad de Mexico, Mexico
| | | | - Laura Elizabeth Merino-Pasaye
- Servicio de Hematología Pediátrica, Centro Médico Nacional (CMN) “20 de Noviembre”, Instituto de Seguridad Social al Servicio de los Trabajadores del Estado (ISSSTE), Ciudad de Mexico, Mexico
| | | | - José Refugio Torres-Nava
- Servicio de Oncología, Hospital Pediátrico “Moctezuma”, Secretaría de Salud de la Ciudad de Mexico (SEDESA), Ciudad de Mexico, Mexico
| | | | - Raquel Amador-Sánchez
- Servicio de Hematología Pediátrica, Hospital General Regional (HGR) No 1 “Dr Carlos MacGregor Sánchez Navarro” Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Juan José Dosta-Herrera
- Servicio de Cirugía Pediátrica, Hospital General “Gaudencio González Garza”, Centro Médico Nacional (CMN) “La Raza”, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Javier Anastacio Mondragón-García
- Servicio de Cirugía Pediátrica, Hospital General Regional (HGR) No 1 “Dr Carlos MacGregor Sánchez Navarro” Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | | | - Sofía Irene Martínez-Silva
- Hospital Pediátrico de Iztapalapa, Secretaría de Salud de la Ciudad de Mexico (SEDESA), Ciudad de Mexico, Mexico
| | - Gilberto Espinoza-Anrubio
- Servicio de Pediatría, Hospital General Zona (HGZ) No 8 “Dr Gilberto Flores Izquierdo”, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | | | - Perla Salcedo-Lozada
- Hospital General de Ecatepec “Las Américas”, Instituto de Salud del Estado de Mexico (ISEM), Ecatepec de Morelos, Mexico
| | | | - Rosario Ramírez-Colorado
- Hospital Pediátrico “La Villa”, Secretaría de Salud de la Ciudad de Mexico (SEDESA), Ciudad de Mexico, Mexico
| | - Luis Hernández-Mora
- Hospital Pediátrico “San Juan de Aragón”, Secretar´ıa de Salud de la Ciudad de Mexico (SEDESA), Ciudad de Mexico, Mexico
| | - Marlene Santamaría-Ascencio
- Servicio de Pediatría, Hospital General Regional (HGR) No 72 “Lic. Vicente Santos Guajardo”, Instituto Mexicano del Seguro Social (IMSS), Tlalnepantla de Baz, Mexico
| | - Anselmo López-Loyola
- Servicio de Cirugía Pediátrica, Hospital General Zona (HGZ) No. 32, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Arturo Hermilo Godoy-Esquivel
- Servicio de Cirugía Pediátrica, Hospital Pediátrico de Moctezuma, Secretaría de Salud de la Ciudad de Mexico (SEDESA), Ciudad de Mexico, Mexico
| | - Luis Ramiro García-López
- Servicio de Pediatría, Hospital Pediátrico de Tacubaya, Secretaría de Salud de la Ciudad de Mexico (SEDESA), Ciudad de Mexico, Mexico
| | - Alison Ireri Anguiano-Ávalos
- Urgencias Pediátricas, Hospital General Zona (HGZ) No 47, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Karina Mora-Rico
- Servicio de Cirugía Pediátrica, Hospital Regional “1° Octubre”, Instituto de Seguridad Social al Servicio de los Trabajadores del Estado (ISSSTE), Instituto Politécnico Nacional 1669, Revolución Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Alejandro Castañeda-Echevarría
- Servicio de Pediatría, Hospital General Regional (HGR) No. 25 Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Roberto Rodríguez-Jiménez
- Servicio de Pediatría, Hospital General de Zona con Medicina Familiar (HGZMF) No. 29, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - José Alberto Cibrian-Cruz
- Servicio de Cirugía Pediátrica, Hospital General Zona (HGZ) No. 27, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Karina Anastacia Solís-Labastida
- Servicio de Hematología, Unidad Médica de Alta Especialidad Hospital de Pediatría, Centro Médico Nacional (CMN) “Siglo XXI”, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Rocío Cárdenas-Cardos
- Servicio de Oncología, Instituto Nacional de Pediatr´ıa (INP), SS, Ciudad de Mexico, Mexico
| | - Norma López-Santiago
- Servicio de Hematología, Instituto Nacional de Pediatría (INP), SS, Ciudad de Mexico, Mexico
| | - Luz Victoria Flores-Villegas
- Servicio de Hematología Pediátrica, Centro Médico Nacional (CMN) “20 de Noviembre”, Instituto de Seguridad Social al Servicio de los Trabajadores del Estado (ISSSTE), Ciudad de Mexico, Mexico
| | - José Gabriel Peñaloza-González
- Servicio de Onco-Pediatría, Hospital Juárez de Mexico, SS, Instituto Politécnico Nacional 5160, Ciudad de Mexico, Mexico
| | - Ana Itamar González-Ávila
- Servicio de Hematología Pediátrica, Hospital General Regional (HGR) No 1 “Dr Carlos MacGregor Sánchez Navarro” Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Martin Sánchez-Ruiz
- Hospital General de Ecatepec “Las Américas”, Instituto de Salud del Estado de Mexico (ISEM), Ecatepec de Morelos, Mexico
| | - Roberto Rivera-Luna
- Servicio de Oncología, Instituto Nacional de Pediatr´ıa (INP), SS, Ciudad de Mexico, Mexico
| | - Luis Rodolfo Rodríguez-Villalobos
- Servicio de Pediatría, Hospital Pediátrico de Tacubaya, Secretaría de Salud de la Ciudad de Mexico (SEDESA), Ciudad de Mexico, Mexico
| | - Francisco Hernández-Pérez
- Urgencias Pediátricas, Hospital General Zona (HGZ) No 47, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Jaime Ángel Olvera-Durán
- Servicio de Cirugía Pediátrica, Hospital Regional “1° Octubre”, Instituto de Seguridad Social al Servicio de los Trabajadores del Estado (ISSSTE), Instituto Politécnico Nacional 1669, Revolución Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Luis Rey García-Cortés
- Delegación Regional Estado de Mexico Oriente, Instituto Mexicano del Seguro Social (IMSS), Naucalpan de Juárez, Mexico
| | - Minerva Mata-Rocha
- Laboratorio de Biología Molecular, Unidad Me´dica de Alta Especialidad (UMAE), Hospital de Pediatría, Centro Me´dico Nacional (CMN) “Siglo XXI”, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Omar Alejandro Sepúlveda-Robles
- Laboratorio de Biología Molecular, Unidad Me´dica de Alta Especialidad (UMAE), Hospital de Pediatría, Centro Me´dico Nacional (CMN) “Siglo XXI”, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Vilma Carolina Bekker-Méndez
- Unidad de Investigación Médica en Inmunología e Infectología, Hospital de Infectología “Dr Daniel Méndez Hernández”, Centro Me´dico Nacional (CMN) “La Raza”, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Silvia Jiménez-Morales
- Laboratory of Innovation and Precision Medicine, Nucleus A. Instituto Nacional de Medicina Genómica (INMEGEN), Ciudad de Mexico, Mexico
| | - Jorge Meléndez-Zajgla
- Laboratorio de Genómica Funcional del Cáncer, Instituto Nacional de Medicina Genómica (INMEGEN), Ciudad de Mexico, Mexico
| | - Haydée Rosas-Vargas
- Unidad de Investigación Médica en Genética Humana, Unidad Me´dica de Alta Especialidad (UMAE), Hospital de Pediatría, Centro Me´dico Nacional (CMN) “Siglo XXI”, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Elizabeth Vega
- Instituto de Ciencias de la Atmósfera y Cambio Climático, Universidad Nacional Autónoma de Mexico (UNAM), Ciudad de Mexico, Mexico
| | - Juan Carlos Núñez-Enríquez
- Unidad de Investigación Médica en Epidemiología Clínica, Unidad Médica de Alta Especialidad (UMAE), Hospital de Pediatría, Centro Médico Nacional (CMN) “Siglo XXI”, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
- División de Investigación en Salud, Unidad Me´dica de Alta Especialidad (UMAE) Hospital de Pediatría “Dr. Silvestre Frenk Freund”, Centro Me´dico Nacional (CMN) “Siglo XXI”, Instituto Mexicano del Seguro Social (IMSS), Ciudad de Mexico, Mexico
| | - Juan Manuel Mejía-Aranguré
- Laboratorio de Genómica Funcional del Cáncer, Instituto Nacional de Medicina Genómica (INMEGEN), Ciudad de Mexico, Mexico
- Facultad de Medicina, Universidad Nacional Autónoma de Mexico (UNAM), Ciudad de Mexico, Mexico
| |
Collapse
|
2
|
Draper GJ, Bithell JF, Bunch KJ, Kendall GM, Murphy MFG, Stiller CA. Childhood cancer research in Oxford II: The Childhood Cancer Research Group. Br J Cancer 2018; 119:763-770. [PMID: 30131553 PMCID: PMC6173767 DOI: 10.1038/s41416-018-0181-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Revised: 05/26/2018] [Accepted: 06/20/2018] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND We summarise the work of the Childhood Cancer Research Group, particularly in relation to the UK National Registry of Childhood Tumours (NRCT). METHODS The Group was responsible for setting up and maintaining the NRCT. This registry was based on notifications from regional cancer registries, specialist children's tumour registries, paediatric oncologists and clinical trials organisers. For a large sample of cases, data on controls matched by date and place of birth were also collected. RESULTS Significant achievements of the Group include: studies of aetiology and of genetic epidemiology; proposals for, and participation in, international comparative studies of these diseases and on a classification system specifically for childhood cancer; the initial development of, and major contributions to, follow-up studies of the health of long-term survivors; the enhancement of cancer registration records by the addition of clinical data and of birth records. The Group made substantial contributions to the UK government's Committee on Medical Aspects of Radiation in the Environment. CONCLUSION An important part of the ethos of the Group was to work in collaboration with many other organisations and individuals, both nationally and internationally: many of the Group's achievements described here were the result of such collaborations.
Collapse
Affiliation(s)
- Gerald J Draper
- Department of Statistics, University of Oxford, 24-29 St Giles, Oxford, OX1 3LB, UK.
| | - John F Bithell
- Department of Statistics, University of Oxford, 24-29 St Giles, Oxford, OX1 3LB, UK
| | - Kathryn J Bunch
- National Perinatal Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford, OX3 7LF, UK
| | - Gerald M Kendall
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford, OX3 7LF, UK
| | - Michael F G Murphy
- Nuffield Department of Women's and Reproductive Health, University of Oxford, John Radcliffe Hospital, Oxford, OX3 9DU, UK
| | - Charles A Stiller
- National Cancer Registration and Analysis Service, Public Health England, Chancellor Court, Oxford Business Park South, Oxford, OX4 2GX, UK
| |
Collapse
|
3
|
Mazzucco W, Cusimano R, Mazzola S, Rudisi G, Zarcone M, Marotta C, Graziano G, D'Angelo P, Vitale F. Childhood and Adolescence Cancers in the Palermo Province (Southern Italy): Ten Years (2003⁻2012) of Epidemiological Surveillance. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:E1344. [PMID: 29949937 PMCID: PMC6069060 DOI: 10.3390/ijerph15071344] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Revised: 06/16/2018] [Accepted: 06/23/2018] [Indexed: 02/06/2023]
Abstract
Italy has one of the highest paediatric cancer incidence rates in Europe. We compared cancer incidence and survival rates in children (0⁻14 years) and adolescents (15⁻19 years) residing in Palermo Province (PP) with statistics derived from Italian and European surveillance systems. We included all incident cancer cases, malignant tumours and non-malignant neoplasm of central nervous system (benign and uncertain whether malignant or benign), detected in children and adolescents by the Palermo Province Cancer Registry (PPCR) between 2003 and 2012. A jointpoint regression model was applied. Annual Average Percentage Changes were calculated. The Besag⁻York-Mollie model was used to detect any cluster. The 5-year survival analysis was computed using Kaplan-Meier and actuarial methods. We identified 555 paediatric cancer incident cases (90% “malignant tumours”). No difference in incidence rates was highlighted between PPCR and Italy 26 registries and between PPCR and Southern Europe. No jointpoint or significant trend was identified and no cluster was detected. The 5-year overall survival didn’t differ between PP and the Italian AIRTUM pool. A borderline higher statistically significant survival was observed in age-group 1⁻4 when comparing PPCR to EUROCARE-5. The epidemiological surveillance documented in the PP was a paediatric cancer burden in line with Italy and southern Europe. The study supports the supplementary role of general population-based cancer registries to provide paediatric cancer surveillance of local communities.
Collapse
Affiliation(s)
- Walter Mazzucco
- Department of Science for Health Promotion and Mother to Child Care "G. D'Alessandro", University of Palermo, via del Vespro, 133 Palermo, Italy.
- Clinical Epidemiology and Cancer Registry Unit, "P. Giaccone" University Hospital, via del Vespro, 133 Palermo, Italy.
| | | | - Sergio Mazzola
- Clinical Epidemiology and Cancer Registry Unit, "P. Giaccone" University Hospital, via del Vespro, 133 Palermo, Italy.
| | - Giuseppa Rudisi
- Local Health Unit 6, via Giacomo Cusmano, 24 Palermo, Italy.
| | - Maurizio Zarcone
- Clinical Epidemiology and Cancer Registry Unit, "P. Giaccone" University Hospital, via del Vespro, 133 Palermo, Italy.
| | - Claudia Marotta
- Department of Science for Health Promotion and Mother to Child Care "G. D'Alessandro", University of Palermo, via del Vespro, 133 Palermo, Italy.
| | - Giorgio Graziano
- Department of Science for Health Promotion and Mother to Child Care "G. D'Alessandro", University of Palermo, via del Vespro, 133 Palermo, Italy.
| | - Paolo D'Angelo
- Paediatric Haematology and Oncology Unit, ARNAS "Civico-Di Cristina-Benfratelli", Piazza Nicola Leotta, 4 Palermo, Italy.
| | - Francesco Vitale
- Department of Science for Health Promotion and Mother to Child Care "G. D'Alessandro", University of Palermo, via del Vespro, 133 Palermo, Italy.
- Clinical Epidemiology and Cancer Registry Unit, "P. Giaccone" University Hospital, via del Vespro, 133 Palermo, Italy.
| |
Collapse
|
4
|
Ortega-García JA, López-Hernández FA, Cárceles-Álvarez A, Fuster-Soler JL, Sotomayor DI, Ramis R. Childhood cancer in small geographical areas and proximity to air-polluting industries. ENVIRONMENTAL RESEARCH 2017; 156:63-73. [PMID: 28319819 PMCID: PMC5685507 DOI: 10.1016/j.envres.2017.03.009] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Revised: 02/02/2017] [Accepted: 03/06/2017] [Indexed: 05/13/2023]
Abstract
AIM Pediatric cancer has been associated with exposure to certain environmental carcinogens. The purpose of this work is to analyse the relationship between environmental pollution and pediatric cancer risk. METHOD We analysed all incidences of pediatric cancer (<15) diagnosed in a Spanish region during the period 1998-2015. The place of residence of each patient and the exact geographical coordinates of main industrial facilities was codified in order to analyse the spatial distribution of cases of cancer in relation to industrial areas. Focal tests and focused Scan methodology were used for the identification of high-incidence-rate spatial clusters around the main industrial pollution foci. RESULTS The crude rate for the period was 148.0 cases per 1,000,0000 children. The incidence of pediatric cancer increased significantly along the period of study. With respect to spatial distribution, results showed significant high incidence around some industrial pollution foci group and the Scan methodology identify spatial clustering. We observe a global major incidence of non Hodgkin lymphomas (NHL) considering all foci, and high incidence of Sympathetic Nervous System Tumour (SNST) around Energy and Electric and organic and inorganic chemical industries foci group. In the analysis foci to foci, the focused Scan test identifies several significant spatial clusters. Particularly, three significant clusters were identified: the first of SNST was around energy-generating chemical industries (2 cases versus the expected 0.26), another of NHL was around residue-valorisation plants (5 cases versus the expected 0.91) and finally one cluster of Hodgkin lymphoma around building materials (3 cases versus the expected 2.2) CONCLUSION: Results suggest a possible association between proximity to certain industries and pediatric cancer risk. More evidences are necessary before establishing the relationship between industrial pollution and pediatric cancer incidence.
Collapse
Affiliation(s)
- Juan A Ortega-García
- Pediatric Environmental Health Speciality Unit, Department of Paediatrics, Laboratory of Environmental and Human Health (A5), Institute of Biomedical Research, IMIB-Arrixaca, Clinical University Hospital Virgen de la Arrixaca, University of Murcia, Murcia, Spain.
| | | | - Alberto Cárceles-Álvarez
- Pediatric Environmental Health Speciality Unit, Department of Paediatrics, Laboratory of Environmental and Human Health (A5), Institute of Biomedical Research, IMIB-Arrixaca, Clinical University Hospital Virgen de la Arrixaca, University of Murcia, Murcia, Spain
| | - José L Fuster-Soler
- Oncology & Hematology Section, Pediatrics Department, Clinical University Hospital Virgen de la Arrixaca, Murcia, Spain
| | - Diana I Sotomayor
- Pediatric Environmental Health Speciality Unit, Department of Paediatrics, Laboratory of Environmental and Human Health (A5), Institute of Biomedical Research, IMIB-Arrixaca, Clinical University Hospital Virgen de la Arrixaca, University of Murcia, Murcia, Spain
| | - Rebeca Ramis
- Environmental Epidemiology and Cancer Unit, National Centre for Epidemiology, Instituto de Salud Carlos III - ISCIII, Madrid, Spain; Consortium for Biomedical Research in Epidemiology & Public Health (CIBER en Epidemiología y Salud Pública-CIBERESP), Madrid, Spain
| |
Collapse
|