Traffic pollution exposure is associated with altered brain connectivity in school children

被引:137
作者
Pujol, Jesus [1 ,2 ]
Martinez-Vilavella, Gerard [1 ]
Macia, Didac [1 ]
Fenoll, Raquel [1 ]
Alvarez-Pedrerol, Mar [3 ,4 ,5 ]
Rivas, Ioar [3 ,4 ,5 ,6 ]
Forns, Joan [3 ,4 ,5 ]
Blanco-Hinojo, Laura [1 ]
Capellades, Jaume [7 ]
Querol, Xavier [6 ]
Deus, Joan [1 ,8 ,9 ]
Sunyer, Jordi [3 ,4 ,5 ,10 ]
机构
[1] Hosp del Mar, MRI Res Unit, Passeig Maritim 25-29, Barcelona 08003, Spain
[2] CIBERSAM G21, Ctr Invest Biomed Red Salud Mental, Barcelona, Spain
[3] Ctr Res Environm Epidemiol CREAL, Barcelona, Catalonia, Spain
[4] Pompeu Fabra Univ, Barcelona, Catalonia, Spain
[5] Ciber Epidemiol & Publ Hlth CIBERESP, Sao Paulo, Brazil
[6] CSIC, Inst Environm Assessment & Water Res IDAEA, Barcelona, Catalonia, Spain
[7] Hosp del Mar, Dept Radiol, Barcelona 08003, Spain
[8] Autonomous Univ Barcelona, Dept Clin & Hlth Psychol, E-08193 Barcelona, Spain
[9] Inst Univ Neurorrehabil Guttmann, Badalona, Spain
[10] IMIM Hosp del Mar Med Res Inst, Barcelona, Catalonia, Spain
基金
欧洲研究理事会;
关键词
Brain development; Air pollution; Functional MRI; Functional connectivity; AIR-POLLUTANTS; DEFAULT MODE; WHITE-MATTER; BLACK CARBON; NETWORKS; AREAS; COGNITION; INDOOR; PM2.5; NO2;
D O I
10.1016/j.neuroimage.2016.01.036
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Children are more vulnerable to the effects of environmental elements due to their active developmental processes. Exposure to urban air pollution has been associated with poorer cognitive performance, which is thought to be a result of direct interference with brain maturation. We aimed to assess the extent of such potential effects of urban pollution on child brain maturation using general indicators of vehicle exhaust measured in the school environment and a comprehensive imaging evaluation. A group of 263 children, aged 8 to 12 years, underwent MRI to quantify regional brain volumes, tissue composition, myelination, cortical thickness, neural tract architecture, membrane metabolites, functional connectivity in major neural networks and activation/deactivation dynamics during a sensory task. A combined measurement of elemental carbon and NO2 was used as a putative marker of vehicle exhaust. Air pollution exposure was associated with brain changes of a functional nature, with no evident effect on brain anatomy, structure or membrane metabolites. Specifically, a higher content of pollutants was associated with lower functional integration and segregation in key brain networks relevant to both inner mental processes (the default mode network) and stimulus-driven mental operations. Age and performance (motor response speed) both showed the opposite effect to that of pollution, thus indicating that higher exposure is associated with slower brain maturation. In conclusion, urban air pollution appears to adversely affect brain maturation in a critical age with changes specifically concerning the functional domain. (C) 2016 Elsevier Inc. All rights reserved.
引用
收藏
页码:175 / 184
页数:10
相关论文
共 48 条
[1]   Sources of indoor and outdoor PM2.5 concentrations in primary schools [J].
Amato, F. ;
Rivas, I. ;
Viana, M. ;
Moreno, T. ;
Bouso, L. ;
Reche, C. ;
Alvarez-Pedrerol, M. ;
Alastuey, A. ;
Sunyer, J. ;
Querol, X. .
SCIENCE OF THE TOTAL ENVIRONMENT, 2014, 490 :757-765
[2]   Assessment and development of executive function (EF) during childhood [J].
Anderson, P .
CHILD NEUROPSYCHOLOGY, 2002, 8 (02) :71-82
[3]   Air pollution: mechanisms of neuroinflammation and CNS disease [J].
Block, Michelle L. ;
Calderon-Garciduenas, Lilian .
TRENDS IN NEUROSCIENCES, 2009, 32 (09) :506-516
[4]   Metabolic Maturation of the Human Brain From Birth Through Adolescence: Insights From In Vivo Magnetic Resonance Spectroscopy [J].
Blueml, Stefan ;
Wisnowski, Jessica L. ;
Nelson, Marvin D., Jr. ;
Paquette, Lisa ;
Gilles, Floyd H. ;
Kinney, Hannah C. ;
Panigrahy, Ashok .
CEREBRAL CORTEX, 2013, 23 (12) :2944-2955
[5]  
Brett M., 2003, NEUROIMAGE S, V16
[6]   Traffic and nucleation events as main sources of ultrafine particles in high-insolation developed world cities [J].
Brines, M. ;
Dall'Osto, M. ;
Beddows, D. C. S. ;
Harrison, R. M. ;
Gomez-Moreno, F. ;
Nunez, L. ;
Artinano, B. ;
Costabile, F. ;
Gobbi, G. P. ;
Salimi, F. ;
Morawska, L. ;
Sioutas, C. ;
Querol, X. .
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2015, 15 (10) :5929-5945
[7]   White Matter Hyperintensities, Systemic Inflammation, Brain Growth, and Cognitive Functions in Children Exposed to Air Pollution [J].
Calderon-Garciduenas, Lilian ;
Mora-Tiscareno, Antonieta ;
Styner, Martin ;
Gomez-garza, Gilberto ;
Zhu, Hongtu ;
Torres-Jardon, Ricardo ;
Carlos, Esperanza ;
Solorio-Lopez, Edelmira ;
Medina-Cortina, Humberto ;
Kavanaugh, Michael ;
D'Angiulli, Amedeo .
JOURNAL OF ALZHEIMERS DISEASE, 2012, 31 (01) :183-191
[8]   Selective Development of Anticorrelated Networks in the Intrinsic Functional Organization of the Human Brain [J].
Chai, Xiaoqian J. ;
Ofen, Noa ;
Gabrieli, John D. E. ;
Whitfield-Gabrieli, Susan .
JOURNAL OF COGNITIVE NEUROSCIENCE, 2014, 26 (03) :501-513
[9]   Ambient air pollution and neurotoxicity on brain structure: Evidence from women's health initiative memory study [J].
Chen, Jiu-Chiuan ;
Wang, Xinhui ;
Wellenius, Gregory A. ;
Serre, Marc L. ;
Driscoll, Ira ;
Casanova, Ramon ;
McArdle, John J. ;
Manson, Joann E. ;
Chui, Helena C. ;
Espeland, Mark A. .
ANNALS OF NEUROLOGY, 2015, 78 (03) :466-476
[10]   Variation of NO2 and NOx concentrations between and within 36 European study areas: Results from the ESCAPE study [J].
Cyrys, Josef ;
Eeftens, Marloes ;
Heinrich, Joachim ;
Ampe, Christophe ;
Armengaud, Alexandre ;
Beelen, Rob ;
Bellander, Tom ;
Beregszaszi, Timea ;
Birk, Matthias ;
Cesaroni, Giulia ;
Cirach, Marta ;
de Hoogh, Kees ;
De Nazelle, Audrey ;
de Vocht, Frank ;
Declercq, Christophe ;
Dedele, Audrius ;
Dimakopoulou, Konstantina ;
Eriksen, Kirsten ;
Galassir, Claudia ;
Grauleviciene, Regina ;
Grivas, Georgios ;
Gruzieva, Olena ;
Gustafsson, Annika Hagenbjork ;
Hoffmann, Barbara ;
Iakovides, Minas ;
Ineichen, Alex ;
Kramer, Ursula ;
Lanki, Timo ;
Lozano, Patricia ;
Madsen, Christian ;
Meliefste, Kees ;
Modig, Lars ;
Moelter, Anna ;
Mosler, Gioia ;
Nieuwenhuijsen, Mark ;
Nonnemacher, Michael ;
Oldenwening, Marieke ;
Peters, Annette ;
Pontet, Sabrina ;
Probst-Hensch, Nicole ;
Quass, Ulrich ;
Raaschou-Nielsen, Ole ;
Ranzi, Andrea ;
Sugiri, Dorothee ;
Stephanou, Euripides G. ;
Taimisto, Pekka ;
Tsai, Ming-Yi ;
Vaskovi, Eva ;
Villani, Simona ;
Wang, Meng .
ATMOSPHERIC ENVIRONMENT, 2012, 62 :374-390