White matter maturation is associated with the emergence of Theory of Mind in early childhood
Open accessAbstract
The ability to attribute mental states to other individuals is crucial for human cognition. A milestone of this ability is reached around the age of 4, when children start understanding that others can have false beliefs about the world. The neural basis supporting this critical step is currently unknown. Here, we relate this behavioural change to the maturation of white matter structure in 3- and 4-year-old children. Tract-based spatial statistics and probabilistic tractography show that the developmental breakthrough in false belief understanding is associated with age-related changes in local white matter structure in temporoparietal regions, the precuneus and medial prefrontal cortex, and with increased dorsal white matter connectivity between temporoparietal and inferior frontal regions. These effects are independent of co-developing cognitive abilities. Our findings show that the emergence of mental state representation is related to the maturation of core belief processing regions and their connection to the prefrontal cortex.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The timing of myelination appears to be a good predictor of computational abilities among traits associated with cognitive functions such as language or theory of mind.
“It is noteworthy that among traits associated with cognitive functions such as language or theory of mind, the timing of myelination appears to be a good predictor of computational abilities109,110.”
From A catalog of single nucleotide changes distinguishing modern humans from archaic hominins (2019) · cites this paper as [110]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Faul, F., Erdfelder, E., Lang, A.-G., & Buchner, A. (2007) · Behavior Research Methods · doi:10.3758/bf03193146 · Cited by 65,971 · see citing works
Jenkinson, M., Bannister, P., Brady, M., & Smith, S. (2002) · NeuroImage · doi:10.1006/nimg.2002.1132 · Cited by 11,888 · see citing works
Jenkinson, M., Beckmann, C. F., Behrens, T. E. J., Woolrich, M. W., & Smith, S. M. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2011.09.015 · Cited by 11,314 · see citing works
AFNI: Software for analysis and visualization of functional magnetic resonance neuroimages
Cox, R. W. (1996) · Computers and Biomedical Research · doi:10.1006/cbmr.1996.0014 · Cited by 10,913 · see citing works
Does the chimpanzee have a theory of mind?
Premack, D., & Woodruff, G. (1978) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00076512 · Cited by 8,743 · see citing works
Wimmer, H. (1983) · Cognition · doi:10.1016/0010-0277(83)90004-5 · Cited by 6,305 · see citing works
Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data
Smith, S. M., Jenkinson, M., Johansen-Berg, H., Rueckert, D., Nichols, T. E., Mackay, C., Watkins, K., Ciccarelli, O., Cader, M., Matthews, P., et al. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.02.024 · Cited by 6,035 · see citing works
Avants, B., Epstein, C. L., Grossman, M., & Gee, J. C. (2007) · Medical Image Analysis · doi:10.1016/j.media.2007.06.004 · Cited by 5,618 · see citing works
Permutation inference for the general linear model
Winkler, A. M., Ridgway, G. R., Webster, M. A., Smith, S. M., & Nichols, T. E. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.01.060 · Cited by 3,563 · see citing works
Characterization and propagation of uncertainty in diffusion-weighted MR imaging
Behrens, T. E. J., Woolrich, M. W., Jenkinson, M., Johansen‐Berg, H., Nunes, R. G., Clare, S., Matthews, P. M., Brady, J. M., & Smith, S. M. (2003) · Magnetic Resonance in Medicine · doi:10.1002/mrm.10609 · Cited by 3,038 · see citing works
Do 15-month-old infants understand false beliefs?
Onishi, K. H., & Baillargeon, R. (2005) · Science · doi:10.1126/science.1107621 · Cited by 2,350 · see citing works
Principles of diffusion tensor imaging and its applications to basic neuroscience research
Mori, S., & Zhang, J. (2006) · Neuron · doi:10.1016/j.neuron.2006.08.012 · Cited by 1,708 · see citing works
Fractionating theory of mind: a meta-analysis of functional brain imaging studies
Schurz, M., Radua, J., Aichhorn, M., Richlan, F., & Perner, J. (2014) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2014.01.009 · Cited by 1,656 · see citing works
A diffusion tensor imaging tractography atlas for virtual in vivo dissections.
CATANI, M., & THIEBAUTDESCHOTTEN, M. (2008) · Cortex · doi:10.1016/j.cortex.2008.05.004 · Cited by 1,642 · see citing works
Developmentally Sensitive Measures of Executive Function in Preschool Children
Carlson, S. M. (2005) · Developmental Neuropsychology · doi:10.1207/s15326942dn2802_3 · Cited by 1,638 · see citing works
Tournier, J.-D., Calamante, F., Gadian, D. G., & Connelly, A. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.07.037 · Cited by 1,635 · see citing works
Does the chimpanzee have a theory of mind? 30 years later
Call, J., & Tomasello, M. (2008) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2008.02.010 · Cited by 1,592 · see citing works
Moeller, S., Yacoub, E., Olman, C. A., Auerbach, E., Strupp, J., Harel, N., & Uğurbil, K. (2010) · Magnetic Resonance in Medicine · doi:10.1002/mrm.22361 · Cited by 1,586 · see citing works
Imaging the developing brain: what have we learned about cognitive development?
CASEY, B., TOTTENHAM, N., LISTON, C., & DURSTON, S. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.01.011 · Cited by 1,556 · see citing works
MP2RAGE, a self bias-field corrected sequence for improved segmentation and T1-mapping at high field
Marques, J. P., Kober, T., Krüger, G., van der Zwaag, W., de Moortele, P. V., & Rolf Gruetter, A. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.10.002 · Cited by 1,463 · see citing works
MRtrix: Diffusion tractography in crossing fiber regions
Tournier, J., Calamante, F., & Connelly, A. (2012) · International Journal of Imaging Systems and Technology · doi:10.1002/ima.22005 · Cited by 1,370 · see citing works
Cognitive and attentional mechanisms in delay of gratification.
Mischel, W., Ebbesen, E. Β., & Zeiss, A. R. (1972) · Journal of Personality and Social Psychology · doi:10.1037/h0032198 · Cited by 1,364 · see citing works
Multiplexed echo planar imaging for sub-second whole brain FMRI and fast diffusion imaging
Feinberg, D. A., Moeller, S., Smith, S. M., Auerbach, E., Ramanna, S., Glasser, M. F., Miller, K. L., Ugurbil, K., & Yacoub, E. (2010) · PLoS ONE · doi:10.1371/journal.pone.0015710 · Cited by 1,296 · see citing works
Do humans have two systems to track beliefs and belief-like states
Apperly, I. A., & Butterfill, S. A. (2009) · Psychological Review · doi:10.1037/a0016923 · Cited by 1,261 · see citing works
Milligan, K., Astington, J. W., & Dack, L. A. (2007) · Child Development · doi:10.1111/j.1467-8624.2007.01018.x · Cited by 1,248 · see citing works
Longitudinal Development of Human Brain Wiring Continues from Childhood into Adulthood
Lebel, C., & Beaulieu, C. (2011) · Journal of Neuroscience · doi:10.1523/jneurosci.5302-10.2011 · Cited by 1,193 · see citing works
An information theoretical approach to prefrontal executive function
Koechlin, E., & Summerfield, C. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2007.04.005 · Cited by 1,183 · see citing works
Diffusion tensor imaging of white matter tract evolution over the lifespan
Lebel, C., Gee, M., Camicioli, R., Wieler, M., Martin, W., & Beaulieu, C. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2011.11.094 · Cited by 1,100 · see citing works
Action Anticipation Through Attribution of False Belief by 2-Year-Olds
Southgate, V., Senju, A., & Csibra, G. (2007) · Psychological Science · doi:10.1111/j.1467-9280.2007.01944.x · Cited by 1,066 · see citing works
False-belief understanding in infants
Baillargeon, R., Scott, R. M., & He, Z. (2010) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2009.12.006 · Cited by 1,030 · see citing works
Attention in delay of gratification.
Mischel, W., & Ebbesen, E. Β. (1970) · Journal of Personality and Social Psychology · doi:10.1037/h0029815 · Cited by 1,015 · see citing works
Cognitive control, hierarchy, and the rostro–caudal organization of the frontal lobes
Badre, D. (2008) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2008.02.004 · Cited by 980 · see citing works
Colby, K. M. (1981) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00000030 · Cited by 961 · see citing works
Diffusion tensor imaging and beyond
Tournier, J., Mori, S., & Leemans, A. (2011) · Magnetic Resonance in Medicine · doi:10.1002/mrm.22924 · Cited by 921 · see citing works
A hitchhiker's guide to diffusion tensor imaging
Soares, J. M., Marques, P., Alves, V., & Sousa, N. (2013) · Frontiers in Neuroscience · doi:10.3389/fnins.2013.00031 · Cited by 893 · see citing works
The evolution of the arcuate fasciculus revealed with comparative DTI
Rilling, J. K., Glasser, M. F., Preuss, T. M., Ma, X., Zhao, T., Hu, X. P., & Behrens, T. E. J. (2008) · Nature Neuroscience · doi:10.1038/nn2072 · Cited by 866 · see citing works
Great apes anticipate that other individuals will act according to false beliefs
Krupenye, C., Kano, F., Hirata, S., Call, J., & Tomasello, M. (2016) · Science · doi:10.1126/science.aaf8110 · Cited by 865 · see citing works
Implicit understanding of belief
Clements, W. A., & Perner, J. (1994) · Cognitive Development · doi:10.1016/0885-2014(94)90012-4 · Cited by 785 · see citing works
Mindblind eyes: an absence of spontaneous theory of mind in Asperger syndrome
Senju, A., Southgate, V., White, S., & Frith, U. (2009) · Science · doi:10.1126/science.1176170 · Cited by 769 · see citing works
Catani, M., & Mesulam, M. M. (2008) · Cortex · doi:10.1016/j.cortex.2008.04.002 · Cited by 759 · see citing works
Are there theory of mind regions in the brain? A review of the neuroimaging literature
Carrington, S., & Bailey, A. (2009) · Human Brain Mapping · doi:10.1002/hbm.20671 · Cited by 679 · see citing works
Ignorance versus False Belief: A Developmental Lag in Attribution of Epistemic States
Hogrefe, G.-J., Wimmer, H., & Perner, J. (1986) · Child Development · doi:10.2307/1130337 · Cited by 660 · see citing works
Pathways to language: fiber tracts in the human brain
Friederici, A. D. (2009) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2009.01.001 · Cited by 565 · see citing works
Self-citationDevine, R. T., & Hughes, C. H. (2014) · Child Development · doi:10.1111/cdev.12237 · Cited by 560 · see citing works
False belief in infancy: a fresh look
Heyes, C. M. (2014) · Developmental Science · doi:10.1111/desc.12148 · Cited by 364 · see citing works
Ameis, S. H., & Catani, M. (2015) · Cortex · doi:10.1016/j.cortex.2014.10.014 · Cited by 301 · see citing works
To belief or not belief: Children’s theory of mind
Ruffman, T. (2014) · Developmental Review · doi:10.1016/j.dr.2014.04.001 · Cited by 250 · see citing works
Brain regions for perceiving and reasoning about other people in school-aged children
Saxe, R. R., Whitfield-Gabrieli, S., Scholz, J., & Pelphrey, K. A. (2009) · Child Development · doi:10.1111/j.1467-8624.2009.01325.x · Cited by 234 · see citing works
Erdeniz, B., Rohe, T., Done, J., & Seidler, R. D. (2013) · Frontiers in Neuroscience · doi:10.3389/fnins.2013.00116 · Cited by 215 · see citing works
Gweon, H., Dodell-Feder, D., Bedny, M., & Saxe, R. (2012) · Child Development · doi:10.1111/j.1467-8624.2012.01829.x · Cited by 206 · see citing works
The role of mental state understanding in the development of moral cognition and moral action
Baird, J. A., & Astington, J. W. (2004) · New Directions for Child and Adolescent Development · doi:10.1002/cd.96 · Cited by 197 · see citing works
Does Eye Gaze Indicate Implicit Knowledge of False Belief? Charting Transitions in Knowledge
Ruffman, T., Garnham, W. A., Import, A., & Connolly, D. (2001) · Journal of Experimental Child Psychology · doi:10.1006/jecp.2001.2633 · Cited by 192 · see citing works
Inferring a dual-stream model of mentalizing from associative white matter fibres disconnection.
Herbet, G., Lafargue, G., Bonnetblanc, F., Moritz-Gasser, S., de Champfleur, N. M., & Duffau, H. (2014) · Brain : a journal of neurology · doi:10.1093/brain/awt370 · Cited by 181 · see citing works
Behavioural relevance of variation in white matter microstructure.
Johansen-Berg, H. (2010) · Current Opinion in Neurology · doi:10.1097/wco.0b013e32833b7631 · Cited by 175 · see citing works
Implicit and explicit false belief development in preschool children
Wiesmann, C. G., Friederici, A. D., Singer, T., & Steinbeis, N. (2016) · Developmental Science · doi:10.1111/desc.12445 · Cited by 152 · see citing works
Self-citationNeurodevelopmental Correlates of Theory of Mind in Preschool Children
Sabbagh, M. A., Bowman, L. C., Evraire, L. E., & Ito, J. (2009) · Child Development · doi:10.1111/j.1467-8624.2009.01322.x · Cited by 149 · see citing works
What Cognitive Representations Support Primate Theory of Mind?
Martin, A., & Santos, L. R. (2016) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2016.03.005 · Cited by 147 · see citing works
A Development of Multiple Regression for the Analysis of Routine Data
Newton, R. G., & Spurrell, D. J. (1967) · Journal of the Royal Statistical Society Series C (Applied Statistics) · doi:10.2307/2985237 · Cited by 137 · see citing works
Neural Correlates of Children’s Theory of Mind Development
Liu, D. S., Sabbagh, M. A., Gehring, W. J., & Wellman, H. M. (2009) · Child Development · doi:10.1111/j.1467-8624.2009.01262.x · Cited by 130 · see citing works
Developmental changes in young children's knowledge about the mind
Flavell, J. H., Green, F. L., & Flavell, E. R. (1990) · Cognitive Development · doi:10.1016/0885-2014(90)90010-q · Cited by 122 · see citing works
Kobayashi, C., Glover, G. H., & Temple, E. (2007) · Brain Research · doi:10.1016/j.brainres.2007.06.022 · Cited by 113 · see citing works
Implicit false-belief processing in the human brain
Schneider, D., Slaughter, V. P., Becker, S. I., & Dux, P. E. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.07.014 · Cited by 79 · see citing works
Executive function and the development of belief–desire psychology
Hannes Rakoczy, B. (2009) · Developmental Science · doi:10.1111/j.1467-7687.2009.00922.x · Cited by 55 · see citing works
Modulation of the cortical false belief network during development
Sommer, M., Meinhardt, J., Eichenmüller, K., Sodian, B., Döhnel, K., & Hajak, G. (2010) · Brain Research · doi:10.1016/j.brainres.2010.07.057 · Cited by 46 · see citing works
Schreiber, J., Riffert, T., Anwander, A., & Knösche, T. R. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.01.002 · Cited by 31 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 2
- Dunbar R. in Approaches to Evolution of Language (eds Hurford, J. R..) 92–110 (Cambridge University Press, 1998).
- Oishi K., Faria A., van Zijl P. C. M. & Mori S. MRI Atlas of Human White Matter Academic Press (2011).
Cited by
Sorted by citations
Cross talk: the microbiota and neurodevelopmental disorders
Kelly, J. R., Minuto, C., Cryan, J. F., Clarke, G., & Dinan, T. G. (2017) · Frontiers in Neuroscience · doi:10.3389/fnins.2017.00490 · Cited by 271 · see citing works
A catalog of single nucleotide changes distinguishing modern humans from archaic hominins
Kuhlwilm, M., & Boeckx, C. (2019) · Scientific Reports · doi:10.1038/s41598-019-44877-x · Cited by 108 · see citing works
Cortisol awakening response and testosterone jointly affect adolescents' theory of mind
Wang, H., Zhang, S., Wu, S., Qin, S., & Liu, C. (2022) · Hormones and Behavior · doi:10.1016/j.yhbeh.2022.105258 · Cited by 7 · see citing works
- Authors
- Grosse Wiesmann, C., Schreiber, J., Singer, T., Steinbeis, N., & Friederici, A. D.
- Affiliations
- Max Planck Institute for Human Cognitive and Brain Sciences (DE)
- Leiden University (NL)
- Venue
- Nature Communications
- Published
- 2017-03-21
- Volume
- 8
- Issue
- 1
- Pages
- 14692-14692
- ISSN
- 2041-1723 (ISSN-L)
- PMC
- PMC5364393
- OpenAlex
- W2594903906
- Cited by
- 114
- References
- 65
- Citations by year
- 2026: 8 · 2025: 12 · 2024: 11 · 2023: 6 · 2022: 11 · 2021: 15 · 2020: 21 · 2019: 17 · 2018: 9 · 2017: 4
- FWCI
- 28.24
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Nature Communications (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Leiden Repository (Leiden University) (submittedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- UCL Discovery (University College London) (submittedVersion)
- Max Planck Digital Library (submittedVersion, other-oa)
- MPG.PuRe (Max Planck Society) (submittedVersion, other-oa)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Funders
- Jacobs Foundation
- Studienstiftung des Deutschen Volkes
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Child and Animal Learning Development
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Keywords
- theory of mind, false belief understanding, white matter maturation, early childhood cognitive development, temporoparietal cortex, precuneus, medial prefrontal cortex, inferior frontal cortex, mental state representation, brain development
- MeSH terms
- Child Development, Child, Preschool, Female, Humans, Language Development, Magnetic Resonance Imaging, Male, Neural Pathways, Parietal Lobe, Temporal Lobe, Prefrontal Cortex, Diffusion Magnetic Resonance Imaging, Diffusion Tensor Imaging, Executive Function, Theory of Mind, Functional Neuroimaging, White Matter
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review