Identification of Imaging Biomarkers in Schizophrenia: A Coefficient-constrained Independent Component Analysis of the Mind Multi-site Schizophrenia Study (original) (raw)
References
Andreasen, N. C. (Ed.). (1983). Scale for the Assessment of Negative Symptoms (SANS). Iowa City: University of Iowa. Google Scholar
Andreasen, N. C. (Ed.). (1984). Scale for the Assessment of Positive Symptoms (SAPS). Iowa City: University of Iowa. Google Scholar
Antonova, E., Kumari, V., Morris, R., Halari, R., Anilkumar, A., Mehrotra, R., et al. (2005). The relationship of structural alterations to cognitive deficits in schizophrenia: a voxel-based morphometry study. Biological Psychiatry, 58(6), 457–467. ArticlePubMed Google Scholar
Barta, P. E., Pearlson, G. D., Powers, R. E., Richards, S. S., & Tune, L. E. (1990). Auditory hallucinations and smaller superior temporal gyral volume in schizophrenia. The American Journal of Psychiatry, 147(11), 1457–1462. CASPubMed Google Scholar
Beckmann, C. F., DeLuca, M., Devlin, J. T., & Smith, S. M. (2005). Investigations into resting-state connectivity using independent component analysis. Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences, 360(1457), 1001–1013. ArticlePubMed Google Scholar
Bell, A. J., & Sejnowski, T. J. (1995). An information-maximization approach to blind separation and blind deconvolution. Neural Computation, 7(6), 1129–1159. ArticleCASPubMed Google Scholar
Broyd, S. J., Demanuele, C., Debener, S., Helps, S. K., James, C. J., & Sonuga-Barke, E. J. (2008). Default-mode brain dysfunction in mental disorders: A systematic review. Neuroscience and Biobehavioral Reviews
Calhoun, V. D., Adali, T., Pearlson, G. D., & Pekar, J. J. (2001). A Method for Making Group Inferences from Functional MRI Data Using Independent Component Analysis. Human Brain Mapping, 14(3), 140–151. ArticleCASPubMed Google Scholar
Calhoun, V. D., Adali, T., Giuliani, N. R., Pekar, J. J., Kiehl, K. A., & Pearlson, G. D. (2006). Method for multimodal analysis of independent source differences in schizophrenia: combining gray matter structural and auditory oddball functional data. Human Brain Mapping, 27(1), 47–62. ArticleCASPubMed Google Scholar
Calhoun, V. D., Kiehl, K. A., Pearlson, G. D. (2007a). Modulation of temporally coherent brain networks estimated using ICA at rest and during cognitive tasks. Hum Brain Mapp In Press.
Calhoun, V. D., Maciejewski, P. K., Pearlson, G. D., Kiehl, K. A. (2007b). Temporal lobe and “default” hemodynamic brain modes discriminate between schizophrenia and bipolar disorder. Human Brain Mapping
Calhoun, V. D., Kiehl, K. A., Pearlson, G. D. (2008). Modulation of temporally coherent brain networks estimated using ICA at rest and during cognitive tasks. Human Brain Mapping.
Caprihan, A., Pearlson, G. D., & Calhoun, V. D. (2008). Application of principal component analysis to distinguish patients with schizophrenia from healthy controls based on fractional anisotropy measurements. Neuroimage, 42(2), 675–682. ArticleCASPubMed Google Scholar
Davidson, L. L., & Heinrichs, R. W. (2003). Quantification of frontal and temporal lobe brain-imaging findings in schizophrenia: a meta-analysis. Psychiatry Research, 122(2), 69–87. ArticlePubMed Google Scholar
Ford, J. M. (1999). Schizophrenia: the broken P300 and beyond. Psychophysiology, 36(6), 667–682. ArticleCASPubMed Google Scholar
Freire, L., Roche, A., & Mangin, J. F. (2002). What is the best similarity measure for motion correction in fMRI time series? IEEE Transactions on Medical Imaging, 21(5), 470–484. ArticleCASPubMed Google Scholar
Friedman, L., & Glover, G. H. (2006). Reducing interscanner variability of activation in a multicenter fMRI study: controlling for signal-to-fluctuation-noise-ratio (SFNR) differences. Neuroimage, 33(2), 471–481. ArticlePubMed Google Scholar
Friedman, L., Stern, H., Brown, G. G., Mathalon, D. H., Turner, J., Glover G. H., et al. (2007). Test-retest and between-site reliability in a multicenter fMRI study. Human Brain Mapping.
Friston, K. (1994). Statistical parametric mapping.
Friston, K. J. (1999). Schizophrenia and the disconnection hypothesis. Acta Psychiatrica Scandinavica. Supplementum, 395, 68–79. ArticleCASPubMed Google Scholar
Garrity, A. G., Pearlson, G. D., McKiernan, K., Lloyd, D., Kiehl, K. A., & Calhoun, V. D. (2007). Aberrant “default mode” functional connectivity in schizophrenia. The American Journal of Psychiatry, 164(3), 450–457. ArticlePubMed Google Scholar
Glahn, D. C., Ragland, J. D., Abramoff, A., Barrett, J., Laird, A. R., Bearden, C. E., et al. (2005). Beyond hypofrontality: a quantitative meta-analysis of functional neuroimaging studies of working memory in schizophrenia. Human Brain Mapping, 25(1), 60–69. ArticlePubMed Google Scholar
Goldman-Rakic, P. S. (1994). Working memory dysfunction in schizophrenia. The Journal of Neuropsychiatry and Clinical Neurosciences, 6(4), 348–357. CASPubMed Google Scholar
Goldman-Rakic, P. S., & Selemon, L. D. (1997). Functional and anatomical aspects of prefrontal pathology in schizophrenia. Schizophrenia Bulletin, 23(3), 437–458. CASPubMed Google Scholar
Groom, M. J., Jackson, G. M., Calton, T. G., Andrews, H. K., Bates, A. T., Liddle, P. F., et al. (2008). Cognitive deficits in early-onset schizophrenia spectrum patients and their non-psychotic siblings: a comparison with ADHD. Schizophrenia Research, 99(1–3), 85–95. ArticleCASPubMed Google Scholar
Hill, K., Mann, L., Laws, K. R., Stephenson, C. M., Nimmo-Smith, I., & McKenna, P. J. (2004). Hypofrontality in schizophrenia: a meta-analysis of functional imaging studies. Acta Psychiatrica Scandinavica, 110(4), 243–256. ArticleCASPubMed Google Scholar
Himberg, J., Hyvarinen, A., & Esposito, F. (2004). Validating the independent components of neuroimaging time series via clustering and visualization. Neuroimage, 22(3), 1214–1222. ArticlePubMed Google Scholar
Kiehl, K. A., Stevens, M., Laurens, K. R., Pearlson, G. D., Calhoun, V. D., & Liddle, P. F. (2005a). An adaptive reflexive processing model of neurocognitive function: Supporting evidence from a large scale (n = 100) fMRI study of an auditory oddball task. Neuroimage, 25, 899–915. Article Google Scholar
Kiehl, K. A., Stevens, M. C., Celone, K., Kurtz, M., & Krystal, J. H. (2005b). Abnormal hemodynamics in schizophrenia during an auditory oddball task. Biological Psychiatry, 57(9), 1029–1040. Article Google Scholar
Kim, D. I., Manoach, D. S., Mathalon, D. H., Turner, J. A., Mannell, M., Brown, G. G., et al. (2009a). Dysregulation of working memory and default-mode networks in schizophrenia using independent component analysis, an fBIRN and MCIC study. Human Brain Mapping.
Kim, D. I., Mathalon, D. H., Ford, J. M., Mannell, M., Turner, J. A., Brown, G. G., et al. (2009b). Auditory Oddball Deficits in Schizophrenia: An Independent Component Analysis of the fMRI Multisite Function BIRN Study. Schizophrenia Bulletin, 35(1), 67–81. Article Google Scholar
Kindermann, S. S., Karimi, A., Symonds, L., Brown, G. G., & Jeste, D. V. (1997). Review of functional magnetic resonance imaging in schizophrenia. Schizophrenia Research, 27(2–3), 143–156. ArticleCASPubMed Google Scholar
Laurens, K. R., Kiehl, K. A., Ngan, E. T., & Liddle, P. F. (2005). Attention orienting dysfunction during salient novel stimulus processing in schizophrenia. Schizophrenia Research, 75(2–3), 159–171. ArticlePubMed Google Scholar
Lee, J., & Park, S. (2005). Working memory impairments in schizophrenia: a meta-analysis. Journal of Abnormal Psychology, 114(4), 599–611. ArticlePubMed Google Scholar
Li, Y. O., Adali, T., & Calhoun, V. D. (2007). Estimating the number of independent components for functional magnetic resonance imaging data. Human Brain Mapping, 28(11), 1251–1266. ArticlePubMed Google Scholar
Machado, G., Juarez, M., Clark, V. P., Gollub, R. L., Magnotta, V., White, T., et al. (2007). Probing schizophrenia with a sensorimotor task: Large-scale (n = 273) independent component analysis of first episode and chronic schizophrenia patients.
Manoach, D. S. (2003). Prefrontal cortex dysfunction during working memory performance in schizophrenia: reconciling discrepant findings. Schizophrenia Research, 60(2–3), 285–298. ArticlePubMed Google Scholar
Manoach, D. S., Gollub, R. L., Benson, E. S., Searl, M. M., Goff, D. C., Halpern, E., et al. (2000). Schizophrenic subjects show aberrant fMRI activation of dorsolateral prefrontal cortex and basal ganglia during working memory performance. Biological Psychiatry, 48(2), 99–109. ArticleCASPubMed Google Scholar
Meda, S. A., Bhattarai, M., Morris, N. A., Astur, R. S., Calhoun, V. D., Mathalon, D. H., et al. (2008). An fMRI study of working memory in first-degree unaffected relatives of schizophrenia patients. Schizophrenia Research, 104(1–3), 85–95. ArticlePubMed Google Scholar
Meisenzahl, E. M., Koutsouleris, N., Bottlender, R., Scheuerecker, J., Jager, M., Teipel, S. J., et al. (2008). Structural brain alterations at different stages of schizophrenia: a voxel-based morphometric study. Schizophrenia Research, 104(1–3), 44–60. ArticleCASPubMed Google Scholar
Meyer-Lindenberg, A., Poline, J. B., Kohn, P. D., Holt, J. L., Egan, M. F., Weinberger, D. R., et al. (2001). Evidence for abnormal cortical functional connectivity during working memory in schizophrenia. The American Journal of Psychiatry, 158(11), 1809–1817. ArticleCASPubMed Google Scholar
Minzenberg, M. J., Laird, A. R., Thelen, S., Carter, C. S., & Glahn, D. C. (2009). Meta-analysis of 41 functional neuroimaging studies of executive function in schizophrenia. Archives of General Psychiatry, 66(8), 811–822. ArticlePubMed Google Scholar
Park, H. J., Levitt, J., Shenton, M. E., Salisbury, D. F., Kubicki, M., Kikinis, R., et al. (2004). An MRI study of spatial probability brain map differences between first-episode schizophrenia and normal controls. Neuroimage, 22(3), 1231–1246. ArticlePubMed Google Scholar
Pearlson, G. D. (1997). Superior temporal gyrus and planum temporale in schizophrenia: a selective review. Progress in Neuropsychopharmacology & Biological Psychiatry, 21(8), 1203–1229. ArticleCAS Google Scholar
Quintana, J., Wong, T., Ortiz-Portillo, E., Kovalik, E., Davidson, T., Marder, S. R., et al. (2003). Prefrontal-posterior parietal networks in schizophrenia: primary dysfunctions and secondary compensations. Biological Psychiatry, 53(1), 12–24. ArticlePubMed Google Scholar
Schneider, F., Habel, U., Reske, M., Kellermann, T., Stocker, T., Shah, N. J., et al. (2007). Neural correlates of working memory dysfunction in first-episode schizophrenia patients: an fMRI multi-center study. Schizophrenia Research, 89(1–3), 198–210. ArticlePubMed Google Scholar
Schroder, J., Essig, M., Baudendistel, K., Jahn, T., Gerdsen, I., Stockert, A., et al. (1999). Motor dysfunction and sensorimotor cortex activation changes in schizophrenia: A study with functional magnetic resonance imaging. Neuroimage, 9(1), 81–87. ArticleCASPubMed Google Scholar
Schwarz, J. C. (1971). High School Yearbooks: Further explication and reply to Meehl. Journal of Abnormal Psychology, 78(2), 145–147. ArticleCASPubMed Google Scholar
Sui, J., Adali, T., Pearlson, G. D., & Calhoun, V. D. (2009a). An ICA-based method for the identification of optimal FMRI features and components using combined group-discriminative techniques. Neuroimage, 46(1), 73–86. Article Google Scholar
Sui, J., Adali, T., Pearlson, G. D., Clark, V. P., & Calhoun, V. D. (2009b). A method for accurate group difference detection by constraining the mixing coefficients in an ICA framework. Human Brain Mapping.
Xu, L., Groth, K. M., Pearlson, G., Schretlen, D. J., & Calhoun, V. D. (2009). Source-based morphometry: the use of independent component analysis to identify gray matter differences with application to schizophrenia. Human Brain Mapping, 30(3), 711–724. ArticlePubMed Google Scholar