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Diffusion\u2010weighted magnetic resonance imaging allows the delineation of areal connectivity, changes to which reflect the ongoing maturation of white matter tracts. These developmental processes are intrinsically linked with timing coincident with the development of cognitive function. In this study, we use a data\u2010driven multivariate approach, nonnegative matrix factorisation, to define cortical regions that co\u2010vary together across a large paediatric cohort (\n                    <jats:italic>n<\/jats:italic>\n                    =\u2009456) and are associated with specific subnetworks of cortical connectivity. We find that age between 3 and 21 years is associated with accelerated cortical thinning in frontoparietal regions, whereas relative thinning of primary motor and sensory regions is slower. Together, the subject\u2010specific weights of the derived set of cortical components can be combined to predict chronological age. Structural connectivity networks reveal a relative increase in strength in connection within, as opposed to between hemispheres that vary in line with cortical changes. We confirm our findings in an independent sample.\n                  <\/jats:p>","DOI":"10.1002\/hbm.24726","type":"journal-article","created":{"date-parts":[[2019,7,17]],"date-time":"2019-07-17T02:31:07Z","timestamp":1563330667000},"page":"4630-4644","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":32,"title":["Charting shared developmental trajectories of cortical thickness and structural connectivity in childhood and adolescence"],"prefix":"10.1002","volume":"40","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3509-1435","authenticated-orcid":false,"given":"Gareth","family":"Ball","sequence":"first","affiliation":[{"name":"Developmental Imaging Murdoch Children's Research Institute  Melbourne Victoria Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Richard","family":"Beare","sequence":"additional","affiliation":[{"name":"Developmental Imaging Murdoch Children's Research Institute  Melbourne Victoria Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8396-140X","authenticated-orcid":false,"given":"Marc L.","family":"Seal","sequence":"additional","affiliation":[{"name":"Developmental Imaging Murdoch Children's Research Institute  Melbourne Victoria Australia"},{"name":"Department of Paediatrics University of Melbourne  Melbourne Victoria Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2019,7,16]]},"reference":[{"key":"e_1_2_6_2_1","doi-asserted-by":"publisher","DOI":"10.1037\/neu0000001"},{"key":"e_1_2_6_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2015.10.019"},{"key":"e_1_2_6_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2007.06.004"},{"key":"e_1_2_6_5_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-18253-6"},{"key":"e_1_2_6_6_1","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.23656"},{"key":"e_1_2_6_7_1","doi-asserted-by":"publisher","DOI":"10.1006\/jmrb.1996.0086"},{"key":"e_1_2_6_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cub.2017.04.051"},{"key":"e_1_2_6_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2004.10.043"},{"key":"e_1_2_6_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2019.01.010"},{"key":"e_1_2_6_11_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-7610.2006.01611.x"},{"key":"e_1_2_6_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cub.2012.07.002"},{"key":"e_1_2_6_13_1","doi-asserted-by":"publisher","DOI":"10.1038\/nrn3214"},{"key":"e_1_2_6_14_1","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhy277"},{"issue":"28","key":"e_1_2_6_15_1","article-title":"Systematic, balancing gradients in neuron density and number across the primate isocortex","volume":"6","author":"Cahalane D. 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