Sources of group differences in functional connectivity: An investigation applied to autism spectrum disorder
Open accessAbstract
An increasing number of fMRI studies are using the correlation of low-frequency fluctuations between brain regions, believed to reflect synchronized variations in neuronal activity, to infer "functional connectivity". In studies of autism spectrum disorder (ASD), decreases in this measure of connectivity have been found by focusing on the response to task modulation, by using only the rest periods, or by analyzing purely resting-state data. This difference in connectivity, however, could result from a number of different mechanisms--differences in noise, task-related fluctuations, task performance, or spontaneous neuronal activity. In this study, we investigate the difference in functional connectivity between adolescents with high-functioning ASD and typically developing control subjects by examining the residual fluctuations occurring on top of the fMRI response to an overt verbal fluency task. We find decreased correlations of these residuals (a decreased "connectivity") in ASD subjects. Furthermore, we find that this decrease was not due to task-related effects, block-to-block variations in task performance, or increased noise, and the difference was greatest when primarily rest periods are considered. These findings suggest that the estimate of disrupted functional connectivity in ASD is likely driven by differences in task-unrelated neuronal fluctuations.
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?
Studies of FC in ASD have found evidence of reduced long-range FC in various cortical circuits.
“Studies of FC in ASD have found evidence of reduced long-range FC in various cortical circuits (14-24).”
From Aberrant Striatal Functional Connectivity in Children with Autism (2011) · cites this paper as [14]
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
Diagnostic and Statistical Manual of Mental Disorders
Williams, J. B. W., & First, M. B. (2013) · Oxford University Press eBooks · doi:10.1093/acrefore/9780199975839.013.104 · Cited by 109,841 · see citing works
A default mode of brain function
Raichle, M. E., MacLeod, A. M., Snyder, A. Z., Powers, W. J., Gusnard, D. A., & Shulman, G. L. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.98.2.676 · Cited by 12,190 · 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
Applied Linear Statistical Models
Ziegel, E. R., Neter, J., Wasserman, W., & Kutner, M. (1992) · Technometrics · doi:10.2307/1269588 · Cited by 9,906 · see citing works
Functional connectivity in the motor cortex of resting human brain using echo‐planar mri
Biswal, B., Zerrin Yetkin, F., Haughton, V. M., & Hyde, J. S. (1995) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910340409 · Cited by 9,812 · see citing works
Lord, C., Rutter, M., & Le Couteur, A. (1994) · Journal of Autism and Developmental Disorders · doi:10.1007/bf02172145 · Cited by 9,065 · see citing works
The human brain is intrinsically organized into dynamic, anticorrelated functional networks
Fox, M. D., Snyder, A. Z., Vincent, J. L., Corbetta, M., Van Essen, D. C., & Raichle, M. E. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0504136102 · Cited by 8,553 · see citing works
Lord, C., Risi, S., Lambrecht, L., Cook, E. H., Leventhal, B. L., DiLavore, P. C., Pickles, A., & Rutter, M. (2000) · Journal of Autism and Developmental Disorders · doi:10.1023/a:1005592401947 · Cited by 7,520 · see citing works
Applied Linear Statistical Models
Kutner, M., Nachtsheim, C. J., Neter, J., & Li, W. (1997) · Technometrics · doi:10.1080/00401706.1997.10485141 · Cited by 7,186 · see citing works
Functional connectivity in the resting brain: a network analysis of the default mode hypothesis
Greicius, M. D., Krasnow, B., Reiss, A. L., & Menon, V. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0135058100 · Cited by 6,358 · see citing works
Consistent resting-state networks across healthy subjects
Damoiseaux, J. S., Rombouts, S. A. R. B., Barkhof, F., Scheltens, P., Stam, C. J., Smith, S. M., & Beckmann, C. F. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0601417103 · Cited by 4,326 · see citing works
Robust tests for equality of variances
Levene, H. (1961) · Medical Entomology and Zoology · Cited by 3,271 · see citing works
Executive functions and developmental psychopathology.
Pennington, B. F., & Ozonoff, S. (1996) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.1996.tb01380.x · Cited by 3,150 · cited 1× · see citing works
“Furthermore, based on prior studies of ASD during a resting state and the deficits in the performance of executive function tasks typically observed in ASD (Hill, 2004; Kenworthy et al., 2008; Pennington and Ozonoff, 1996; Sergeant et al., 2002; Turner, 1999), we predict that the correlation of these fluctuations (i.”
Wandering minds: the default network and stimulus-independent thought
Mason, M. F., Norton, M. I., Van Horn, J. D., Wegner, D. M., Grafton, S. T., & Macrae, C. N. (2007) · Science · doi:10.1126/science.1131295 · Cited by 2,792 · see citing works
Murphy, K., Birn, R. M., Handwerker, D. A., Jones, T. B., & Bandettini, P. A. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2008.09.036 · Cited by 2,387 · see citing works
Self-citationHandbook of Autism and Pervasive Developmental Disorders
(2005) · Wiley eBooks · doi:10.1002/9780470939352 · Cited by 2,252 · see citing works
Functional Connectivity: The Principal-Component Analysis of Large (PET) Data Sets
Friston, K. J., Frith, C., Liddle, P., & Frackowiak, R. (1993) · Journal of Cerebral Blood Flow and Metabolism · doi:10.1038/jcbfm.1993.4 · Cited by 2,094 · see citing works
The global signal and observed anticorrelated resting state brain networks
Fox, M. D., Zhang, D., Snyder, A. Z., & Raichle, M. E. (2009) · Journal of Neurophysiology · doi:10.1152/jn.90777.2008 · Cited by 1,877 · see citing works
Comorbid psychiatric disorders in children with autism: interview development and rates of disorders
Leyfer, O. T., Folstein, S. E., Bacalman, S., Davis, N. O., Dinh, E., Morgan, J., Tager-Flusberg, H., & Lainhart, J. E. (2006) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-006-0123-0 · Cited by 1,637 · see citing works
Just, M. A. (2004) · Brain · doi:10.1093/brain/awh199 · Cited by 1,589 · see citing works
Executive dysfunction in autism☆
Hill, E. L. (2004) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2003.11.003 · Cited by 1,468 · see citing works
Frequencies contributing to functional connectivity in the cerebral cortex in "resting-state" data.
Cordes, D., Haughton, V. M., Arfanakis, K., Carew, J. D., Turski, P. A., Moritz, C. H., Quigley, M., & Meyerand, M. E. (2001) · PubMed Central · Cited by 1,402 · see citing works
Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations
Lowe, M. J., Mock, B. J., & Sorenson, J. A. (1998) · NeuroImage · doi:10.1006/nimg.1997.0315 · Cited by 1,394 · see citing works
Birn, R. M., Diamond, J. B., Smith, M. A., & Bandettini, P. A. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.02.048 · Cited by 1,342 · see citing works
Self-citationfMRI resting state networks define distinct modes of long-distance interactions in the human brain
De Luca, M., Beckmann, C. F., De Stefano, N., Matthews, P. M., & Smith, S. M. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.08.035 · Cited by 1,241 · see citing works
Autism and Abnormal Development of Brain Connectivity: Figure 1.
Belmonte, M. K., Allen, G., Beckel-Mitchener, A., Boulanger, L. M., Carper, R. A., & Webb, S. J. (2004) · The Journal of Neuroscience · doi:10.1523/jneurosci.3340-04.2004 · Cited by 1,217 · see citing works
Aberrant “Default Mode” Functional Connectivity in Schizophrenia
Garrity, A. G., Pearlson, G. D., McKiernan, K., Lloyd, D., Kiehl, K. A., & Calhoun, V. D. (2007) · American Journal of Psychiatry · doi:10.1176/ajp.2007.164.3.450 · Cited by 1,114 · see citing works
Just, M. A., Cherkassky, V. L., Keller, T. A., Kana, R. K., & Minshew, N. J. (2007) · Cerebral Cortex · doi:10.1093/cercor/bhl006 · Cited by 1,081 · see citing works
A Parametric Manipulation of Factors Affecting Task-induced Deactivation in Functional Neuroimaging
McKiernan, K. A., Kaufman, J. N., Kucera-Thompson, J., & Binder, J. R. (2003) · Journal of Cognitive Neuroscience · doi:10.1162/089892903321593117 · Cited by 1,080 · see citing works
Mapping functionally related regions of brain with functional connectivity MR imaging.
Cordes, D., Haughton, V. M., Arfanakis, K., Wendt, G. J., Turski, P. A., Moritz, C. H., Quigley, M., & Meyerand, M. E. (2000) · PubMed Central · Cited by 908 · see citing works
Wang, L. Y., Zang, Y., Yong He, A., Liang, M., Zhang, X., Tian, L., Wu, T., Jiang, T., & Li, K. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.12.033 · Cited by 845 · see citing works
Büchel, C. (1997) · Cerebral Cortex · doi:10.1093/cercor/7.8.768 · Cited by 791 · see citing works
How specific is a deficit of executive functioning for attention-deficit/hyperactivity disorder?
Sergeant, J. A., Geurts, H., & Oosterlaan, J. (2002) · Behavioural Brain Research · doi:10.1016/s0166-4328(01)00430-2 · Cited by 784 · see citing works
The elusive concept of brain connectivity
Horwitz, B. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00112-5 · Cited by 779 · see citing works
Parametric Analysis of fMRI Data Using Linear Systems Methods
Cohen, M. S. (1997) · NeuroImage · doi:10.1006/nimg.1997.0278 · Cited by 723 · see citing works
Detection of functional connectivity using temporal correlations in MR images
Hampson, M., Peterson, B. S., Skudlarski, P., Gatenby, J. C., & Gore, J. C. (2002) · Human Brain Mapping · doi:10.1002/hbm.10022 · Cited by 699 · see citing works
Wise, R. G., Ide, K., Poulin, M. J., & Tracey, I. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2003.11.025 · Cited by 664 · see citing works
Functional connectivity in a baseline resting-state network in autism
Cherkassky, V. L., Kana, R. K., Keller, T. A., & Just, M. A. (2006) · NeuroReport · doi:10.1097/01.wnr.0000239956.45448.4c · Cited by 622 · see citing works
Functional connectivity in an fMRI working memory task in high-functioning autism
Koshino, H., Carpenter, P. A., Minshew, N. J., Cherkassky, V. L., Keller, T. A., & Just, M. A. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2004.09.028 · Cited by 614 · see citing works
Contributions to Probability and Statistics
Gleser, L. J., Perlman, M. D., Press, S. J., & Sampson, A. R. (1989) · Springer eBooks · doi:10.1007/978-1-4612-3678-8 · Cited by 612 · see citing works
Fair, D. A., Schlaggar, B. L., Cohen, A. L., Miezin, F. M., Dosenbach, N. U. F., Wenger, K. K., Fox, M., Snyder, A. Z., Raichle, M. E., & Petersen, S. E. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2006.11.051 · Cited by 600 · see citing works
Bluhm, R. L., Miller, J., Lanius, R. A., Osuch, E. A., Boksman, K., Neufeld, R. W. J., Théberge, J., Schaefer, B., & Williamson, P. (2007) · Schizophrenia Bulletin · doi:10.1093/schbul/sbm052 · Cited by 568 · see citing works
Calhoun, V. D., Kiehl, K. A., & Pearlson, G. D. (2008) · Human Brain Mapping · doi:10.1002/hbm.20581 · Cited by 567 · see citing works
Howlin, P. (2003) · Journal of Autism and Developmental Disorders · doi:10.1023/a:1022270118899 · Cited by 563 · see citing works
Sentence comprehension in autism: thinking in pictures with decreased functional connectivity
Kana, R. K. (2006) · Brain · doi:10.1093/brain/awl164 · Cited by 530 · see citing works
Lawrie, S. M., Buechel, C., Whalley, H. C., Frith, C. D., Friston, K. J., & Johnstone, E. C. (2002) · Biological Psychiatry · doi:10.1016/s0006-3223(02)01316-1 · Cited by 529 · see citing works
Understanding Executive Control in Autism Spectrum Disorders in the Lab and in the Real World
Kenworthy, L., Yerys, B. E., Anthony, L. G., & Wallace, G. L. (2008) · Neuropsychology Review · doi:10.1007/s11065-008-9077-7 · Cited by 504 · see citing works
Self-citationThe intrinsic functional organization of the brain is altered in autism
Kennedy, D. P., & Courchesne, E. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.10.052 · Cited by 495 · see citing works
Functional disintegration in paranoid schizophrenia using resting-state fMRI
Zhou, Y., Liang, M., Tian, L., Wang, K., Hao, Y., Liu, H., Liu, Z., & Jiang, T. (2007) · Schizophrenia Research · doi:10.1016/j.schres.2007.05.029 · Cited by 432 · see citing works
The temporal binding deficit hypothesis of autism
BROCK, J., BROWN, C. C., BOUCHER, J., & RIPPON, G. (2002) · Development and Psychopathology · doi:10.1017/s0954579402002018 · Cited by 419 · see citing works
Liang, M., Zhou, Y., Jiang, T., Liu, Z., Tian, L., Liu, H., & Hao, Y. (2006) · Neuroreport · doi:10.1097/01.wnr.0000198434.06518.b8 · Cited by 402 · see citing works
Language and Communication in Autism
Kim, S. H., Paul, R., Tager-Flusberg, H. B., & Lord, C. (2014) · doi:10.1002/9781118911389.hautc10 · Cited by 392 · see citing works
Tian, L., Jiang, T., Wang, Y., Zang, Y., He, Y., Liang, M., Sui, M., Cao, Q., Hu, S., Peng, M., et al. (2006) · Neuroscience Letters · doi:10.1016/j.neulet.2006.02.022 · Cited by 392 · see citing works
Consistency and functional specialization in the default mode brain network
Harrison, B. J., Pujol, J., López-Solà, M., Hernández-Ribas, R., Deus, J., Ortiz, H., Soriano-Mas, C., Yücel, M., Pantelis, C., & Cardoner, N. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0711791105 · Cited by 363 · see citing works
Functional connectivity networks are disrupted in left temporal lobe epilepsy
Waites, A. B., Briellmann, R. S., Saling, M. M., Abbott, D. F., & Jackson, G. D. (2006) · Annals of Neurology · doi:10.1002/ana.20733 · Cited by 329 · see citing works
Antidepressant Effect on Connectivity of the Mood-Regulating Circuit: An fMRI Study
Anand, A., Li, Y., Wang, Y., Wu, J., Gao, S., Bukhari, L., Mathews, V. P., Kalnin, A., & Lowe, M. J. (2005) · Neuropsychopharmacology · doi:10.1038/sj.npp.1300725 · Cited by 324 · see citing works
Villalobos, M. E., Mizuno, A., Dahl, B. C., Kemmotsu, N., & Müller, R.-A. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2004.12.022 · Cited by 312 · see citing works
Alzheimer Disease: Evaluation of a Functional MR Imaging Index as a Marker
Li, S.-J., Li, Z., Wu, G., Zhang, M., Franczak, M. B., & Antuono, P. (2002) · Radiology · doi:10.1148/radiol.2251011301 · Cited by 292 · see citing works
Lowe, M. J., Phillips, M. D., Lurito, J. T., Mattson, D. H., Džemidžić, M., & Mathews, V. P. (2002) · Radiology · doi:10.1148/radiol.2241011005 · Cited by 256 · see citing works
Turner, M. (1999) · Journal of Child Psychology and Psychiatry · doi:10.1111/1469-7610.00432 · Cited by 250 · see citing works
Effect of prior cognitive state on resting state networks measured with functional connectivity
Waites, A. B., Stanislavsky, A., Abbott, D. F., & Jackson, G. D. (2004) · Human Brain Mapping · doi:10.1002/hbm.20069 · Cited by 244 · see citing works
How Good Is Good Enough in Path Analysis of fMRI Data?
Bullmore, E. T., Horwitz, B., Honey, G. D., Brammer, M. J., Williams, S., & Sharma, T. (2000) · NeuroImage · doi:10.1006/nimg.2000.0544 · Cited by 241 · see citing works
Executive functions in autism and Asperger's disorder: Flexibility, fluency, and inhibition
Kleinhans, N., Akshoomoff, N., & Delis, D. (2005) · Developmental Neuropsychology · doi:10.1207/s15326942dn2703_5 · Cited by 217 · see citing works
Bokde, A. L. W., Tagamets, M.-A., Friedman, R. B., & Horwitz, B. (2001) · Neuron · doi:10.1016/s0896-6273(01)00288-4 · Cited by 211 · see citing works
Cader, S., Cifelli, A., Abu-Omar, Y., Palace, J. A., & Matthews, P. M. (2005) · Brain · doi:10.1093/brain/awh670 · Cited by 210 · see citing works
Functional disconnectivity of the medial temporal lobe in Asperger's syndrome
Welchew, D. E., Ashwin, C., Berkouk, K., Salvador, R., Suckling, J., Baron-Cohen, S., & Bullmore, E. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2005.01.028 · Cited by 207 · see citing works
Partially enhanced thalamocortical functional connectivity in autism
Mizuno, A., Villalobos, M. E., Davies, M. M., Dahl, B. C., & Müller, R.-A. (2006) · Brain Research · doi:10.1016/j.brainres.2006.05.064 · Cited by 206 · see citing works
Language competence across populations: toward a definition of specific language impairment.
Norbury, C. (2004) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2004.00254.x · Cited by 204 · see citing works
Experimental designs and processing strategies for fMRI studies involving overt verbal responses
Birn, R. M., Cox, R. W., & Bandettini, P. A. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.07.039 · Cited by 154 · see citing works
Language Competence Across Populations
(2003) · Psychology Press eBooks · doi:10.4324/9781410606792 · Cited by 137 · see citing works
Functional disconnectivity in subjects at high genetic risk of schizophrenia
Whalley, H. C., Simonotto, E., Marshall, I., Owens, D. G. C., Goddard, N., Johnstone, E. C., & Lawrie, S. M. (2005) · Brain · doi:10.1093/brain/awh556 · Cited by 134 · see citing works
Müller, R.-A., Chugani, D. C., Behen, M. E., Rothermel, R. D., Muzik, O., Chakraborty, P. K., & Chugani, H. T. (1998) · Neuroscience Letters · doi:10.1016/s0304-3940(98)00151-7 · Cited by 122 · see citing works
Kenworthy, L. E., Black, D. O., Wallace, G. L., Ahluvalia, T., Wagner, A. E., & Sirian, L. M. (2005) · Developmental Neuropsychology · doi:10.1207/s15326942dn2803_4 · Cited by 96 · see citing works
Self-citationCardiac-induced physiologic noise in tissue is a direct observation of cardiac-induced fluctuations
Bhattacharyya, P. K., & Lowe, M. J. (2004) · Magnetic Resonance Imaging · doi:10.1016/j.mri.2003.08.003 · Cited by 77 · see citing works
fcMRI—Mapping functional connectivity or correlating cardiac‐induced noise?
Lund, T. E. (2001) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1238 · Cited by 44 · see citing works
Glover (2000) · doi:10.1002/1522-2594(200007)44:1
Flagged first, then by citations
Research works printed but not linked: 2
- Murphy K Birn RM Handwerker DA Jones TB Bandettini PA 2009 The impact of global signal regression on resting state correlations: are anti-correlated networks introduced? Neuroimage 44 3 893 905 18976716 PMC2750906
- Tager-Flusberg H Prior M 2004 Language and communicative deficits and their effects on learning and behavior Asperger syndrome:Behavioral and educational aspects Guilford Press New York 85 103
Cited by
Sorted by citations
Power, J. D., Barnes, K. A., Snyder, A. Z., Schlaggar, B. L., & Petersen, S. E. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2011.10.018 · Cited by 7,429 · see citing works
Di Martino, A., Yan, C.-G., Li, Q., Denio, E., Castellanos, F. X., Alaerts, K., Anderson, J. S., Assaf, M., Bookheimer, S. Y., Dapretto, M., et al. (2014) · Molecular Psychiatry · doi:10.1038/mp.2013.78 · Cited by 2,780 · see citing works
The effect of scan length on the reliability of resting-state fMRI connectivity estimates
Birn, R. M., Molloy, E. K., Patriat, R., Parker, T., Meier, T. B., Kirk, G. R., Nair, V. A., Meyerand, M. E., & Prabhakaran, V. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.05.099 · Cited by 875 · see citing works
Self-citationCan structure predict function in the human brain?
Honey, C. J., Thivierge, J.-P., & Sporns, O. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.01.071 · Cited by 629 · see citing works
Methods for cleaning the BOLD fMRI signal
Caballero-Gaudes, C., & Reynolds, R. C. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2016.12.018 · Cited by 542 · see citing works
Autism as a neural systems disorder: A theory of frontal-posterior underconnectivity
Just, M. A., Keller, T. A., Malave, V. L., Kana, R. K., & Varma, S. (2012) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2012.02.007 · Cited by 578 · see citing works
Resting-state functional connectivity in autism spectrum disorders: a review
Hull, J. V., Dokovna, L. B., Jacokes, Z. J., Torgerson, C. M., Irimia, A., & Van Horn, J. D. (2017) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2016.00205 · Cited by 546 · see citing works
Aberrant Striatal Functional Connectivity in Children with Autism
Di Martino, A., Kelly, C., Grzadzinski, R., Zuo, X.-N., Mennes, M., Mairena, M. A., Lord, C., Castellanos, F. X., & Milham, M. P. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.10.029 · Cited by 483 · see citing works
Decreased interhemispheric functional connectivity in autism
Anderson, J. S., Druzgal, T. J., Froehlich, A., DuBray, M. B., Lange, N., Alexander, A. L., Abildskov, T., Nielsen, J. A., Cariello, A. N., Cooperrider, J. R., et al. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhq190 · Cited by 438 · see citing works
Functional connectivity magnetic resonance imaging classification of autism
Anderson, J. S., Nielsen, J. A., Froehlich, A. L., DuBray, M. B., Druzgal, T. J., Cariello, A. N., Cooperrider, J. R., Zielinski, B. A., Ravichandran, C., Fletcher, P. T., et al. (2011) · Brain · doi:10.1093/brain/awr263 · Cited by 405 · see citing works
Disrupted neural synchronization in toddlers with autism
Dinstein, I., Pierce, K., Eyler, L., Solso, S., Malach, R., Behrmann, M., & Courchesne, E. (2011) · Neuron · doi:10.1016/j.neuron.2011.04.018 · Cited by 384 · see citing works
Task-Based Core-Periphery Organization of Human Brain Dynamics
Bassett, D. S., Wymbs, N. F., Rombach, M. P., Porter, M. A., Mucha, P. J., & Grafton, S. T. (2013) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1003171 · Cited by 356 · see citing works
The nature of brain dysfunction in autism: Functional brain imaging studies
Minshew, N. J., & Keller, T. A. (2010) · Current Opinion in Neurology · doi:10.1097/wco.0b013e32833782d4 · Cited by 291 · see citing works
Gotts, S. J., Saad, Z. S., Jo, H. J., Wallace, G. L., Cox, R. W., & Martin, A. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00356 · Cited by 255 · see citing works
Self-citationThe implications of brain connectivity in the neuropsychology of autism
Maximo, J. O., Cadena, E. J., & Kana, R. K. (2014) · Neuropsychology Review · doi:10.1007/s11065-014-9250-0 · Cited by 259 · see citing works
Disruption of functional networks in dyslexia: a whole-brain, data-driven analysis of connectivity
Finn, E. S., Shen, X., Holahan, J. M., Scheinost, D., Lacadie, C., Papademetris, X., Shaywitz, S. E., Shaywitz, B. A., & Constable, R. T. (2014) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.08.031 · Cited by 248 · see citing works
Cao, H., Plichta, M. M., Schäfer, A., Haddad, L., Grimm, O., Schneider, M., Esslinger, C., Kirsch, P., Meyer-Lindenberg, A., & Tost, H. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2013.09.013 · Cited by 227 · see citing works
Connectivity in Autism: A Review of MRI Connectivity Studies
Rane, P., Cochran, D., Hodge, S. M., Haselgrove, C., Kennedy, D. N., & Frazier, J. A. (2015) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000072 · Cited by 234 · see citing works
Functional magnetic resonance imaging of autism spectrum disorders
Dichter, G. S. (2012) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2012.14.3/gdichter · Cited by 215 · see citing works
The “Task B problem” and other considerations in developmental functional neuroimaging
Church, J. A., Petersen, S. E., & Schlaggar, B. L. (2010) · Human Brain Mapping · doi:10.1002/hbm.21036 · Cited by 148 · see citing works
Atypical network connectivity for imitation in autism spectrum disorder
Shih, P., Shen, M., Öttl, B., Keehn, B., Gaffrey, M. S., & Müller, R.-A. (2010) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2010.05.035 · Cited by 120 · see citing works
Functional connectivity in the developing brain: a longitudinal study from 4 to 9months of age
Damaraju, E., Caprihan, A., Lowe, J. R., Allen, E. A., Calhoun, V. D., & Phillips, J. P. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2013.08.038 · Cited by 103 · see citing works
“This approach has been used to better characterize clinical disorders of abnormal brain network development such as schizophrenia (Filippini et al., 2009), autism (Di Martino et al., 2011; Jones et al., 2010) and attention deficit hyperactivity disorder (Mennes et al., 2011).”
BackgroundMethodHead motion and correction methods in resting-state functional MRI
GOTO, M., ABE, O., MIYATI, T., YAMASUE, H., GOMI, T., & TAKEDA, T. (2016) · Magnetic Resonance in Medical Sciences · doi:10.2463/mrms.rev.2015-0060 · Cited by 82 · see citing works
Mash, L. E., Reiter, M. A., Linke, A. C., Townsend, J., & Müller, R. (2018) · Developmental Neurobiology · doi:10.1002/dneu.22570 · Cited by 52 · see citing works
Aberrant neural mediation of verbal fluency in autism spectrum disorders
Kenworthy, L., Wallace, G. L., Birn, R., Milleville, S. C., Case, L. K., Bandettini, P. A., & Martin, A. (2013) · Brain and Cognition · doi:10.1016/j.bandc.2013.08.003 · Cited by 26 · see citing works
Self-citationHe, Y., Byrge, L., & Kennedy, D. P. (2019) · doi:10.1101/640797 · Cited by 10 · see citing works
- Authors
- Jones, T. B., Bandettini, P. A., Kenworthy, L., Case, L. K., Milleville, S. C., Martin, A., & Birn, R. M.
- Affiliations
- National Institutes of Health (US)
- Corresponding author
- Birn, Rasmus M.
- ORCID
- Venue
- NeuroImage
- Publisher
- Elsevier BV
- Published
- 2010-01
- Volume
- 49
- Issue
- 1
- Pages
- 401-414
- ISSN
- 1053-8119 (ISSN-L)
- PMC
- PMC2832835
- OpenAlex
- W2061756585
- Cited by
- 172
- References
- 76
- Citations by year
- 2025: 2 · 2024: 6 · 2023: 4 · 2022: 6 · 2021: 8 · 2020: 7 · 2019: 10 · 2018: 6 · 2017: 10 · 2016: 12 · 2015: 16 · 2014: 12 · 2013: 32 · 2012: 15
- FWCI
- 6.61
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- NeuroImage (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health
- National Institute of Mental Health (ZIAMH002783, ZIAMH002920)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced MRI Techniques and Applications
- Keywords
- autism spectrum disorder, functional connectivity, low-frequency fluctuations, resting-state fMRI, verbal fluency task, group differences
- MeSH terms
- Adolescent, Aging, Algorithms, Child, Child Development Disorders, Pervasive, Humans, Image Processing, Computer-Assisted, Language, Magnetic Resonance Imaging, Male, Neural Pathways, Neuropsychological Tests, Psychiatric Status Rating Scales, Regression Analysis, Social Behavior, Verbal Behavior, Executive Function
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