Functional connectivity measured with magnetoencephalography identifies persons with HIV disease

Brain Imaging and Behavior

Volumn 6, Issue 3, 2012, Pages 366-373

  Becker, James T ^a,g   Bajo, Ricardo ^b   Fabrizio, Melissa ^a   Sudre, Gustavo ^c   Cuesta, Pablo ^b   Aizenstein, Howard J ^a   Lopez, Oscar L ^a   Wolk, David ^d   Parkkonen, Lauri ^e,f   Maestu, Fernando ^b   Bagic, Anto ^a  

^a UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE   (United States)

^b UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

^c Carnegie Mellon University ^*  (United States)

^d UNIVERSITY OF PENNSYLVANIA   (United States)

^e AALTO UNIVERSITY   (Finland)

^f Elekta Oy   (Finland)

^g Neuropsychological Research Program   (United States)

Author keywords

Cognition; Functional connectivity; HIV disease; Magnetoencephalography

Indexed keywords

ACADEMIC ACHIEVEMENT; ADULT; AGE DISTRIBUTION; AGED; ARTICLE; BRAIN FUNCTION; CD4 LYMPHOCYTE COUNT; CLINICAL ARTICLE; COGNITION; CONTROLLED STUDY; FEMALE; HUMAN; HUMAN IMMUNODEFICIENCY VIRUS INFECTED PATIENT; HUMAN IMMUNODEFICIENCY VIRUS INFECTION; MAGNETOENCEPHALOGRAPHY; MALE; MOOD DISORDER; PRIORITY JOURNAL; SUBSTANCE ABUSE; VIRUS LOAD;

AIDS DEMENTIA COMPLEX; BRAIN; BRAIN MAPPING; CONNECTOME; DIAGNOSIS, COMPUTER-ASSISTED; FEMALE; HUMANS; MAGNETOENCEPHALOGRAPHY; MALE; MIDDLE AGED; NERVE NET; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 84865980256     PISSN: 19317557     EISSN: 19317565     Source Type: Journal    
DOI: 10.1007/s11682-012-9149-4     Document Type: Article

References (40)

1. Antinori, A., Arendt, G., Becker, J. T., Brew, B. J., Byrd, D. A., Cherner, M., et al. (2007). Updated research nosology for HIV-associated neurocognitive disorders. Neurology, 69(18), 1789-1799.
2. Antinori, A., Arendt, G., Becker, J. T., Brew, B. J., Byrd, D. A., Clifford, D. B., et al. (2005). Biomarkers of HIV-associated neurocognitive disorders. In Presented at the Conference: HIV Infection and the Central Nervous System: Developed and Resource limited Settings, June 11-13, 2005, Frascati (Rome), Italy.
3. Bajo, R., Castellanos, N. P., Lopez, M. E., Ruiz, J. M., Montejo, P., Montenegro, M., et al. (2011). Early dysfunction of functional connectivity in healthy elderly with subjective memory complaints. Age (Dordrecht, Netherlands). doi: 10. 1007/s11357-011-9241-5.
4. Bajo, R., Maestu, F., Nevado, A., Sancho, M., Gutierrez, R., Campo, P., et al. (2010). Functional connectivity in mild cognitive impairment during a memory task: implications for the disconnection hypothesis. Journal of Alzheimer's Disease, 22(1), 183-193. doi: 10. 3233/JAD-2010-100177.
5. Becker, J. T., Sanders, J., Madsen, S. K., Ragin, A., Kingsley, L., Maruca, V., et al. (2011). Subcortical brain atrophy persists even in HAART-regulated HIV disease. Brain Imaging and Behavior. doi: 10. 1007/s11682-011-9113-8.
6. Bridge, T. P. (1988). AIDS and HIV CNS disease: a neuropsychiatric disorder. Advances in Biochemical Psychopharmacology, 44, 1-13.
7. Buechel, C., & Friston, K. J. (1997). Characterising Functional Integration. In R. S. J. Frackowiak, K. J. Friston, C. D. Frith, R. J. Dolan, & J. C. Mazziotta (Eds.), Human brain function (pp. 127-140). San Diego: Academic.
8. Chang, L., Ernst, T., Ames, N., Walot, I., Jovicich, J., DeSilva, M., et al. (2003). Persistent brain abnormalities in antiretroviral-naive HIV patients 3 months after HAART. Antiviral Therapy, 8(1), 17-26.
9. Chang, L., Ernst, T., St Hillaire, C., & Conant, K. (2004). Antiretroviral treatment alters relationship between MCP-1 and neurometabolites in HIV patients. Antiviral Therapy, 9(3), 431-440.
10. Chang, L., Ernst, T., Witt, M. D., Ames, N., Galefsky, M., & Miller, E. (2002). Relationships among brain metabolics, cognitive function, and viral loads in antiretroviral-naive HIV patients. NeuroImage, 17(3), 1638-1648.
11. Chang, L., Pee, L. P., Yiannoustos, C. T., Ernst, T., Marra, C. M., Richards, T., et al. (2004). A multicenter in vivo proton-MRS study of HIV-associated dementia and its relationship to age. NeuroImage, 23(4), 1336-1347.
12. Cummings, J. L., Mega, M., Gray, K., Rosenberg-Thompson, S., Carusi, D. A., & Gornbein, J. (1994). The neuropsychiatric inventory: comprehensive assessment of psychopathology in dementia. Neurology, 44, 2308-2314.
13. Cysique, L. A., Maruff, P., & Brew, B. J. (2004). Prevalence and pattern of neuropsychological impairment in human immunodeficiency virus-infected/acquired immunodeficiency syndrome (HIV/AIDS) patients across pre- and post-highly active antiretroviral therapy eras: a combined study of two cohorts. Journal of Neurovirology, 10(6), 350-357.
14. Derogatis, L. R., & Spencer, P. M. (1982). The Brief Symptom Inventory (BSI): Administration, scoring, and procedures manual-I. Baltimore: Clinical Psychometrics Research.
15. Engel, A. K., Fries, P., & Singer, W. (2001). Dynamic predictions: oscillations and synchrony in top-down processing. Nature Reviews Neuroscience, 2(10), 704-716. doi: 10. 1038/3509456535094565.
16. Ernst, M. D. (2004). A basis for exact inference. Statistical Science, 19(4), 676-685.
17. Ernst, T., Chang, L., Jovicich, J., Ames, N., & Arnold, S. (2002). Abnormal brain activation on functional MRI in cognitively asymptomatic HIV patients. Neurology, 59(9), 1343-1349.
18. Fries, P. (2005). A mechanism for cognitive dynamics: neuronal communication through neuronal coherence. Trends in Cognitive Sciences, 9(10), 474-480. doi: 10. 1016/j. tics. 2005. 08. 011.
19. Friston, K. J. (1994). Functional and effective connectivity in neuroimaging: a synthesis. Human Brain Mapping, 2, 56-78.
20. Friston, K. J., Frith, C. D., Liddle, P. F., & Frackowiak, R. S. J. (1993). Functional connectivity: the principal-component analysis of large (PET) data sets. Journal of Cerebral Blood Flow and Metabolism, 13, 5-14.
21. Heaton, R. K., & Pendelton, M. G. (1981). Use of neuropsychological tests to predict adult patients' everyday functioning. Journal of Consulting and Clinical Psychology, 49, 307-321.
22. Herbster, A. N., Nichols, T., Wiseman, M. B., Mintun, M. A., DeKosky, S. T., & Becker, J. T. (1996). Functional connectivity in auditory verbal short-term memory in Alzheimer's disease. NeuroImage, 4, 67-77.
23. Hlaváčková-Schindler, K., Paluš, M., Velmejka, M., & Bhattacharya, J. (2007). Causality detection based on information-theoretic approaches in time series analysis. Physics Reports, 441(1), 1-46.
24. Holmes, A. P., Blair, R. C., Watson, J. D. G., & Ford, I. (1996). Nonparametric analysis of statistical images from functional mapping experiments. Journal of Cerebral Blood Flow and Metabolism, 16, 7-22.
25. Lawton, M. P., & Brody, E. M. (1969). Assessment of older people: self-maintaining and instrumental activities of daily living. The Gerontologist, 9, 179-186.
26. McIntosh, A. R., Grady, C. L., Ungerleider, L. G., Haxby, J. V., Rapoport, S. I., & Horwitz, B. (1994). Network analysis of cortical visual pathways mapped with PET. Journal of Neuroscience, 14(2), 655-666.
27. Mueller, S. G., Weiner, M. W., Thal, L. J., Petersen, R. C., Jack, C., Jagust, W., et al. (2005). The Alzheimer's disease neuroimaging initiative. Neuroimaging Clinics of North America, 15(4), 869-877.
28. Navia, B. A., & Rostasy, K. (2005). The AIDS dementia complex: clinical and basic neuroscience with implications for novel molecular therapies. Neurotoxicity Research, 8, 3-24.
29. Nichols, T. E., & Holmes, A. P. (2002). Nonparametric permutation tests for functional neuroimaging: a primer with examples. Hum Brain Mapping, 15(1), 1-25.
30. Oldfield, R. C. (1971). The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia, 9(1), 97-113.
31. Papanicolaou, A. C., Simos, P. G., Castillo, E. M., Breier, J. I., Sarkari, S., Pataraia, E., et al. (2004). Magnetocephalography: a noninvasive alternative to the Wada procedure. Journal of Neurosurgery, 100, 867-876.
32. Paul, R. H., Yiannoutsos, C. T., Miller, E. N., Chang, L., Marra, C. M., Schifitto, G., et al. (2007). Proton MRS and neuropsychological correlates in AIDS dementia complex: evidence of subcortical specificity. The Journal of Neuropsychiatry and Clinical Neurosciences, 19(3), 283-292.
33. Price, R. W., Epstein, L. G., Becker, J. T., Cinque, P., Gisslen, M., Pulliam, L., et al. (2007). Biomarkers of HIV-1 CNS infection and injury. Neurology, 69(18), 1781-1788.
34. Sacktor, N., Lyles, R. H., Skolasky, R., Kleeberger, C., Selnes, O. A., Miller, E. N., et al. (2001). HIV-associated neurologic disease incidence changes: multicenter AIDS Cohort Study, 1990-1998. Neurology, 56, 257-260.
35. Sacktor, N., McDermott, M. P., Marder, K., Schifitto, G., Selnes, O. A., McArthur, J. C., et al. (2002). HIV-associated cognitive impairment before and after the advent of combination therapy. Journal of Neurovirology, 8, 136-142.
36. Spitzer, R. L., Williams, J. B. W., Giggon, M., & First, M. B. (1990). Structured clinical interview for DSM-III-R. New York: Biometrics Research Department, NY State Psychiatric Institute.
37. Stam, C. J., Jones, B. F., Manshanden, I., van Cappellen van Walsum, A. M., Montez, T., Verbunt, J. P., et al. (2006). Magnetoencephalographic evaluation of resting-state functional connectivity in Alzheimer's disease. NeuroImage, 32(3), 1335-1344. doi: 10. 1016/j. neuroimage. 2006. 05. 033.
38. Varela, F., Lachaux, J. P., Rodriguez, E., & Martinerie, J. (2001). The brainweb: phase synchronization and large-scale integration. Nature Reviews Neuroscience, 2(4), 229-239. doi: 10. 1038/35067550.
39. Wang, X., Foryt, P., Ochs, R., Chung, J. H., Wu, Y., Parrish, T. B., et al. (2011). Abnormalities in Resting-State Functional Connectivity in Early Human Immunodeficiency Virus Infection. Brain Connectivity 2011, 1(3), 207, doi: 10. 1089/brain. 2011. 0016.
40. Woods, S. P., Rippeth, J. D., Frol, A. B., Levy, J. K., Ryan, E., Soukup, V. M., et al. (2004). Interrater reliability of clinical ratings and neurocognitive diagnoses in HIV. Journal of Clinical and Experimental Neuropsychology, 26(6), 759-778.