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. 1998 Dec 7;6(4):301–315. doi: 10.1002/(SICI)1097-0193(1998)6:4<301::AID-HBM8>3.0.CO;2-7

Intersubject variability of functional areas in the human visual cortex

Mohammed K Hasnain 1,2, Peter T Fox 1,2,3,4,5,, Marty G Woldorff 1,3
PMCID: PMC6873368  PMID: 9704267

Abstract

Intersubject variability of striate and extrastriate areas was mapped by conjoined use of positron emission tomography (PET) and magnetic resonance imaging (MRI). We used two dynamic bowtie‐shaped random‐dot patterns centered symmetrically around the vertical‐ and horizontal‐meridian, respectively, presented during sequential PET scans in 11 subjects. Control condition was simple fixation on a central dot in absence of a surrounding random dot pattern. V1, V2, VP, V3, V3a, V4, V5, and “wordform” areas were identified. After spatial normalization to Talairach atlas space, mean locations and standard deviations about these mean locations for x‐, y‐, and z‐axes were calculated for each area in both hemispheres and compared for differences. The mean standard deviation for all axes across all areas tested was found to be small (4.9 mm). No significant differences were found in the mean standard deviations for the x‐, y‐, and z‐axes in the left hemisphere vs. their counterparts in the right hemisphere. However, when mean standard deviations in both hemispheres were polled together by axis, the mean standard deviation for the y‐axis (5.3 mm) was found to be significantly different from the mean standard deviation for the x‐axis (4.3 mm). Furthermore, in the left hemisphere, the mean standard deviation for the z‐axis (5.7 mm) was significantly greater than the mean standard deviation for the x‐axis (3.9 mm). The values reported in this study for mean location and standard deviation of visual areas can be used to establish confidence intervals for distinguishing normal variations from pathology and consequent brain reorganization. Hum. Brain Mapping 6:301–315, 1998. © 1998 Wiley‐Liss, Inc.

Keywords: positron emission tomography, retinotopy, brain mapping, striate cortex (V1), extrastriate cortex, V2, VP, V3, V3a, V4, V5

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Performed at the Research Imaging Center, University of Texas Health Science Center at San Antonio, San Antonio, Texas.

References

  1. Clarke S, Miklossy J (1990): Occipital cortex in man: Organization of callosal connections, related myelo‐ and cytoarchitecture, and putative boundaries of functional visual areas. J Comp Neurol 298: 188–214. [DOI] [PubMed] [Google Scholar]
  2. Daniel PM, Whitteridge D (1961): The representation of the visual field on the cerebral cortex in monkeys. J Physiol (Lond) 159: 203–221. [DOI] [PMC free article] [PubMed] [Google Scholar]
  3. DeYoe EA, Carman GJ, Bandettini P, Glickman S, Wieser J, Cox R, Miller D, Neitz J (1996): Mapping striate and extrastriate visual areas in human cerebral cortex. Proc Natl Acad Sci USA 93: 2382–2386. [DOI] [PMC free article] [PubMed] [Google Scholar]
  4. Farah MJ (1991): Visual Agnosia, Cambridge, MA: MIT Press. [Google Scholar]
  5. Felleman DJ, Van Essen DC (1991): Distributed hierarchial processing in primate cerebral cortex. Cereb Cortex 1: 1–47. [DOI] [PubMed] [Google Scholar]
  6. Fox PT, Pardo JV (1991): Does intersubject variability in cortical functional organization increase with neural “distance” from the periphery? Ciba Found Symp 163: 125–144. [DOI] [PubMed] [Google Scholar]
  7. Fox PT, Raichle ME (1985): Stimulus rate determines regional blood flow in striate cortex demonstrated by positron emission tomography. Ann Neurol 17: 303–305. [DOI] [PubMed] [Google Scholar]
  8. Fox PT, Fox JM, Raichle ME, Burde RM (1985): The role of cerebral cortex in the generation of voluntary saccades: A positron emission study. J Neurophysiol 54: 348–369. [DOI] [PubMed] [Google Scholar]
  9. Fox PT, Mintun MA, Raichle ME, Miezin FM, Allman JM, Van Essen DC (1986): Mapping human visual cortex with positron emission tomography. Nature 323: 806–809. [DOI] [PubMed] [Google Scholar]
  10. Fox PT, Miezen FM, Allman JM, Van Essen DC, Raichle ME (1987): Retinotopic organization of human visual cortex mapped with positron emission tomography. J Neurosci 7: 913–922. [DOI] [PMC free article] [PubMed] [Google Scholar]
  11. Fox PT, Burton H, Raichle ME (1987): Mapping human somatosensory cortex with positron emission tomography. J Neurosurg 67: 34–43. [DOI] [PubMed] [Google Scholar]
  12. Fox PT, Mintun MA, Reiman EM, Raichle ME (1988): Enhanced detection of focal brain responses using intersubject averaging and change distribution analysis of subtracted PET images. J Cereb Blood Flow Metab 8: 642–653. [DOI] [PubMed] [Google Scholar]
  13. Fox PT, Lancaster JL, Parsons LM, Xiong J (1997): Functional volume modeling: Metanalytic models for statistical parametric imaging. Neuroimage 5: 397. [Google Scholar]
  14. Garey LJ (1994): Brodmann's “Localization in the Cerebral Cortex.” London: Smith‐Gordan, pp 109–129. [Google Scholar]
  15. Grafton ST, Woods RP, Mazziotta JC, Phelps ME (1991): Somatotopic mapping of the primary motor cortex in humans: Activation studies with cerebral blood flow and positron emmission tomography. J Neurophysiol 3: 735–743. [DOI] [PubMed] [Google Scholar]
  16. Herscovitch P, Markham J, Raichle ME (1983): Brain blood flow measured with intravenous H2 15O: I. Theory and error analysis. J Nucl Med 24: 782–789. [PubMed] [Google Scholar]
  17. Heywood CA, Cowey A (1987): On the role of cortical area V4 in the discrimination of hue and pattern in macaque monkeys. J Neurosci 7: 2601–2617. [DOI] [PMC free article] [PubMed] [Google Scholar]
  18. Heywood CA, Cowey A (1993): Colour and face perception in man and monkey: the missing link In: Gulyas B, Ottoson D, Roland PE. (eds): Functional Organization of the Human Visual Cortex. Wenner‐Gren International Series, Volume 61 Pergamon Press, pp 195–210. [Google Scholar]
  19. Holmes G (1945): The organization of the visual cortex in man. Proc R Soc Lond [Biol] 132: 348–361. [Google Scholar]
  20. Horton JC, Hoyt WF (1991): The representation of the visual field in human striate cortex. A revision of the classic Holmes map. Arch Ophthalmol 109: 816–824. [DOI] [PubMed] [Google Scholar]
  21. Horton JC, Hoyt WF (1991): Quadrantic visual field defects; a hallmark of lesions in the extrastriate (V2/V3): Cortex. Brain 114: 1703–1718. [DOI] [PubMed] [Google Scholar]
  22. Hunton DL, Miezin FM, Buckner RL, van Mier HI, Raichle ME, Petersen SE (1996): An assessment of functional‐anatomical variability in neuroimaging studies. Hum Brain Mapp 4: 122–139. [DOI] [PubMed] [Google Scholar]
  23. Lahti BP (1965): Signals, Systems and Communication. New York: Wiley, pp 437–441. [Google Scholar]
  24. Lancaster JL, Glass TG, Lankipalli BR, Downs JH, Mayberg H, Fox PT (1995): A modality‐independent approach to spatial normalization of tomographic images of the human brain. Human Brain Mapp 3: 209–223. [Google Scholar]
  25. LeMay M (1977): Asymmetries of the skull and handedness: Phrenology revisited. J Neurol Sci 32: 243–253. [DOI] [PubMed] [Google Scholar]
  26. Parsons LM, Fox PT, Downs JH, Glass TG, Hirsch TB, Martin CC, Jerabek PA, Lancaster JL (1995): Use of implicit motor imagery for visual shape discrimination as revealed by PET. Nature 375: 54–59. [DOI] [PubMed] [Google Scholar]
  27. Petersen SE, Fox PT, Snyder AZ, Raichle ME (1990): Activation of extrastriate and frontal cortical areas by visual words and word‐like stimuli. Science 249: 1041–1044. [DOI] [PubMed] [Google Scholar]
  28. Posner MI, Raichle ME (1994): Images of Mind. New York: Scientific American Library, pp 89–96. [Google Scholar]
  29. Rademacher J, Caviness VS., Steinmetz H, Galaburda AM (1993): Topographical variation of the human primary cortices: Implications for neuroimaging, brain mapping, and neurobiology. Cereb Cortex 3: 313–329. [DOI] [PubMed] [Google Scholar]
  30. Raichle ME (1987): Circulatory and metabolic correlates of brain function in normal humans In: Handbook of Physiology—The Nervous System V. American Physiological Society, pp 643–674. [Google Scholar]
  31. Raichle ME, Martin WRW, Herscovitch P, Mintun MA, Markham J (1983): Brain blood flow measured with intravenous H2 15O. II. Implementation and validation. J Nucl Med 24: 790–798. [PubMed] [Google Scholar]
  32. Ramsey NF, Kirby BS, Gelderen PV, Berman KF, Duyn JH, Frank JA, Mattay VS, Van Horn JD, Esposito G, Moonen CTW, Weinberger DR (1996): Functional Mapping of human sensorimotor cortex with #D BOLD fMRI correlates highly with H2 15O PET rCBF. J Cereb Blood Flow Metab 16: 755–764. [DOI] [PubMed] [Google Scholar]
  33. Schneider W, Casey BJ, Noll D (1993): Functional MRI mapping of stimulus rate effects across visual processing stages. Hum Brain Mapp 1: 117–133. [Google Scholar]
  34. Sereno MI, Dale AM, Reppas JB, Kwong KK, Belliveau JW, Brady TJ, Rosen BR, Tootell RBH (1995): Borders of multiple visual areas in humans revealed by functional magnetic resonance imaging. Science 268: 889–893. [DOI] [PubMed] [Google Scholar]
  35. Stensaas SS, Eddington DK, Dobelle WH (1974): The topography and variability of the primary visual cortex in man. J Neurosurg 40: 747–755. [DOI] [PubMed] [Google Scholar]
  36. Talairach J, Tournoux P (1988): Principe et technique des études anatomiques In: Rayport M. (ed): Co‐Planar Stereotaxic Atlas of the Human Brain–3‐Dimensional Proportional System: An Approach to Cerebral Imaging, Volume 3 New York: Thieme Medical Publishers. [Google Scholar]
  37. Watson JDG, Myers R, Frackowiak RSJ, Hajnal JV, Woods RP, Mazziotta JC, Shipp S, Zeki S (1993): Area V5 of the human brain. Cereb Cortex 3: 79–94. [DOI] [PubMed] [Google Scholar]
  38. Woods RP, Mazziota JC, Cherry SR (1993): MRI‐PET registration with automated algorithm. J Comput Assist Tomogr 17: 536–546. [DOI] [PubMed] [Google Scholar]
  39. Zar JH (1984): Biostatistical Analysis, 2nd Edition Englewood Cliffs, NJ: Prentice‐Hall. [Google Scholar]
  40. Zeki SM, Watson JD, Lueke CJ, Friston KJ, Kennard C, Frackowiak RSJ (1991): A direct demonstration of functional specialization in human visual cortex. J Neurosci 11: 641–649. [DOI] [PMC free article] [PubMed] [Google Scholar]

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