Skip to main content

Advertisement

Log in

Functional MRI in medulloblastoma survivors supports prophylactic reading intervention during tumor treatment

  • Original Research
  • Published:
Brain Imaging and Behavior Aims and scope Submit manuscript

Abstract

Development of reading skills is vulnerable to disruption in children treated for brain tumors. Interventions, remedial and prophylactic, are needed to mitigate reading and other learning difficulties faced by survivors. A functional magnetic resonance imaging (fMRI) study was conducted to investigate long-term effects of a prophylactic reading intervention administered during radiation therapy in children treated for medulloblastoma. The fMRI study included 19 reading-intervention (age 11.7 ± 0.6 years) and 21 standard-of-care (age 12.1 ± 0.6 years) medulloblastoma survivors, and 21 typically developing children (age 12.3 ± 0.6 years). The survivors were 2.5 [1.2, 5.4] years after completion of tumor therapies and reading-intervention survivors were 2.9 [1.6, 5.9] years after intervention. Five fMRI tasks (Rapid Automatized Naming, Continuous Performance Test using faces and letters, orthographic and phonological processing of letter pairs, implicit word reading, and story reading) were used to probe reading-related neural activation. Woodcock-Johnson Reading Fluency, Word Attack, and Sound Awareness subtests were used to evaluate reading abilities. At the time of fMRI, Sound Awareness scores were significantly higher in the reading-intervention group than in the standard-of-care group (p = 0.046). Brain activation during the fMRI tasks was detected in left inferior frontal, temporal, ventral occipitotemporal, and subcortical regions, and differed among the groups (p < 0.05, FWE). The pattern of group activation differences, across brain areas and tasks, was a normative trend in the reading-intervention group. Standardized reading scores and patterns of brain activation provide evidence of long-term effects of prophylactic reading intervention in children treated for medulloblastoma.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Bitan, T., Burman, D. D., Lu, D., Cone, N. E., Gitelman, D. R., Mesulam, M. M., et al. (2006). Weaker top-down modulation from the left inferior frontal gyrus in children. NeuroImage, 33, 991–998.

    Article  PubMed  PubMed Central  Google Scholar 

  • Booth, J. R., Wood, L., Lu, D., Houk, J. C., & Bitan, T. (2007). The role of the basal ganglia and cerebellum in language processing. Brain Research, 1133, 136–144.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Butler, R. W., & Haser, J. K. (2006). Neurocognitive effects of treatment for childhood cancer. Mental Retardation and Developmental Disabilities Research Reviews, 12, 184–191.

    Article  PubMed  Google Scholar 

  • Butler, R. W., Copeland, D. R., Fairclough, D. L., Mulhern, R. K., Katz, E. R., Kazak, A. E., et al. (2008). A multicenter, randomized clinical trial of a cognitive remediation program for childhood survivors of a pediatric malignancy. Journal of Consulting and Clinical Psychology, 76, 367–378.

    Article  PubMed  PubMed Central  Google Scholar 

  • Cohen, L., Martinaud, O., Lemer, C., Lehericy, S., Samson, Y., Obadia, M., et al. (2003). Visual word recognition in the left and right hemispheres: anatomical and functional correlates of peripheral alexias. Cerebral Cortex, 13, 1313–1333.

    Article  CAS  PubMed  Google Scholar 

  • Conklin, H. M., Li, C., Xiong, X., Ogg, R. J., & Merchant, T. E. (2008). Predicting change in academic abilities after conformal radiation therapy for localized ependymoma. Journal of Clinical Oncology, 26, 3965–3970.

    Article  PubMed  PubMed Central  Google Scholar 

  • Conklin, H. M., Lawford, J., Jasper, B. W., Morris, E. B., Howard, S. C., Ogg, S. W., et al. (2009). Side effects of methylphenidate in childhood cancer survivors: a randomized placebo-controlled trial. Pediatrics, 124, 226–233.

    Article  PubMed  PubMed Central  Google Scholar 

  • Conklin, H. M., Helton, S., Ashford, J., Mulhern, R. K., Reddick, W. E., Brown, R., et al. (2010a). Predicting methylphenidate response in long-term survivors of childhood cancer: a randomized, double-blind, placebo-controlled, crossover trial. Journal of Pediatric Psychology, 35, 144–155.

    Article  PubMed  PubMed Central  Google Scholar 

  • Conklin, H. M., Reddick, W. E., Ashford, J., Ogg, S., Howard, S. C., Morris, E. B., et al. (2010b). Long-term efficacy of methylphenidate in enhancing attention regulation, social skills, and academic abilities of childhood cancer survivors. Journal of Clinical Oncology, 28, 4465–4472.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Dennis, M., Spiegler, B. J., Hetherington, C. R., & Greenberg, M. L. (1996). Neuropsychological sequelae of the treatment of children with medulloblastoma. Journal of Neuro-Oncology, 29, 91–101.

    Article  CAS  PubMed  Google Scholar 

  • Friederici, A. D. (2006). What’s in control of language? Nature Neuroscience, 9, 991–992.

    Article  CAS  PubMed  Google Scholar 

  • Gajjar, A., Packer, R. J., Foreman, N. K., Cohen, K., Haas-Kogan, D., & Merchant, T. E. (2013). Children’s Oncology Group’s 2013 blueprint for research: central nervous system tumors. Pediatr. Blood Cancer, 60, 1022–1026.

    Article  Google Scholar 

  • Gebauer, D., Fink, A., Kargl, R., Reishofer, G., Koschutnig, K., Purgstaller, C., et al. (2012). Differences in brain function and changes with intervention in children with poor spelling and reading abilities. PLoS ONE, 7, e38201.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Gibson, P., Tong, Y., Robinson, G., Thompson, M. C., Currle, D. S., Eden, C., et al. (2010). Subtypes of medulloblastoma have distinct developmental origins. Nature, 468, 1095–1099.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Gillam, R. B., Loeb, D. F., Hoffman, L. M., Bohman, T., Champlin, C. A., Thibodeau, L., et al. (2008). The efficacy of fast ForWord language intervention in school-age children with language impairment: a randomized controlled trial. Journal of Speech, Language, and Hearing Research, 51, 97–119.

    Article  PubMed  PubMed Central  Google Scholar 

  • Glauser, T. A., & Packer, R. J. (1991). Cognitive deficits in long-term survivors of childhood brain tumors. Childs Nervous System, 7, 2–12.

    Article  CAS  Google Scholar 

  • Hardy, K. K., Willard, V. W., Allen, T. M., & Bonner, M. J. (2013). Working memory training in survivors of pediatric cancer: a randomized pilot study. Psychooncology, 22, 1856–1865.

    Article  PubMed  PubMed Central  Google Scholar 

  • Ketteler, D., Kastrau, F., Vohn, R., & Huber, W. (2008). The subcortical role of language processing. High level linguistic features such as ambiguity-resolution and the human brain; an fMRI study. NeuroImage, 39, 2002–2009.

    Article  PubMed  Google Scholar 

  • Kherif, F., Josse, G., & Price, C. J. (2011). Automatic top-down processing explains common left occipito-temporal responses to visual words and objects. Cerebral Cortex, 21, 103–114.

    Article  PubMed  PubMed Central  Google Scholar 

  • Liang, K. Y., & Zeger, S. L. (1986). Longitudinal data analysis using generalized linear models. Biometrika, 73, 13–22.

    Article  Google Scholar 

  • Liu, T. T. (2004). Efficiency, power, and entropy in event-related fMRI with multiple trial types part II: design of experiments. NeuroImage, 21, 401–413.

    Article  PubMed  Google Scholar 

  • Loeb, D. F., Gillam, R. B., Hoffman, L., Brandel, J., & Marquis, J. (2009). The effects of fast ForWord language on the phonemic awareness and reading skills of school-age children with language impairments and poor reading skills. American Journal of Speech-Language Pathology, 18, 376–387.

    Article  PubMed  PubMed Central  Google Scholar 

  • Maddrey, A. M., Bergeron, J. A., Lombardo, E. R., McDonald, N. K., Mulne, A. F., Barenberg, P. D., et al. (2005). Neuropsychological performance and quality of life of 10 year survivors of childhood medulloblastoma. Journal of Neuro-Oncology, 72, 245–253.

    Article  PubMed  Google Scholar 

  • Merchant, T. E., Happersett, L., Finlay, J. L., & Leibel, S. A. (1999). Preliminary results of conformal radiation therapy for medulloblastoma. Neuro-Oncology, 1, 177–187.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Misra, M., Katzir, T., Wolf, M., & Poldrack, R. A. (2004). Neural Systems for rapid automatized naming in skilled readers: unraveling the RAN-reading relationship. Scientific Studies of Reading, 8, 241–256.

    Article  Google Scholar 

  • Mulhern, R. K., Kepner, J. L., Thomas, P. R., Armstrong, F. D., Friedman, H. S., & Kun, L. E. (1998). Neuropsychologic functioning of survivors of childhood medulloblastoma randomized to receive conventional or reduced-dose craniospinal irradiation: a pediatric oncology group study. Journal of Clinical Oncology, 16, 1723–1728.

    CAS  PubMed  Google Scholar 

  • Mulhern, R. K., Reddick, W. E., Palmer, S. L., Glass, J. O., Elkin, T. D., Kun, L. E., et al. (1999). Neurocognitive deficits in medulloblastoma survivors and white matter loss. Annals of Neurology, 46, 834–841.

    Article  CAS  PubMed  Google Scholar 

  • Mulhern, R. K., Khan, R. B., Kaplan, S., Helton, S., Christensen, R., Bonner, M., et al. (2004). Short-term efficacy of methylphenidate: a randomized, double-blind, placebo-controlled trial among survivors of childhood cancer. Journal of Clinical Oncology, 22, 4795–4803.

    Article  CAS  PubMed  Google Scholar 

  • Mulhern, R. K., Palmer, S. L., Merchant, T. E., Wallace, D., Kocak, M., Brouwers, P., et al. (2005). Neurocognitive consequences of risk-adapted therapy for childhood medulloblastoma. Journal of Clinical Oncology, 23, 5511–5519.

    Article  PubMed  Google Scholar 

  • Norton, E. S., & Wolf, M. (2012). Rapid automatized naming (RAN) and reading fluency: implications for understanding and treatment of reading disabilities. Annual Review of Psychology, 63, 427–452.

    Article  PubMed  Google Scholar 

  • Ogg, R. J., Zou, P., Allen, D. N., Hutchins, S. B., Dutkiewicz, R. M., & Mulhern, R. K. (2008). Neural correlates of a clinical continuous performance test. Magnetic Resonance Imaging, 26, 504–512.

    Article  PubMed  Google Scholar 

  • Palmer, S. L., Leigh, L., Ellison, S. C., Onar-Thomas, A., Wu, S., Qaddoumi, I., et al. (2014). Feasibility and efficacy of a computer-based intervention aimed at preventing reading decoding deficits among children undergoing active treatment for medulloblastoma: results of a randomized trial. Journal of Pediatric Psychology, 39, 450–458.

    Article  PubMed  PubMed Central  Google Scholar 

  • Price, C. J. (2012). A review and synthesis of the first 20 years of PET and fMRI studies of heard speech, spoken language and reading. NeuroImage, 62, 816–847.

    Article  PubMed  PubMed Central  Google Scholar 

  • Price, C. J. (2013). Current themes in neuroimaging studies of reading. Brain and Language, 125, 131–133.

    Article  PubMed  PubMed Central  Google Scholar 

  • Price, C. J., & Devlin, J. T. (2011). The interactive account of ventral occipitotemporal contributions to reading. Trends in Cognitive Science, 15, 246–253.

    Article  Google Scholar 

  • Pugh, K. R., Landi, N., Preston, J. L., Mencl, W. E., Austin, A. C., Sibley, D., et al. (2013). The relationship between phonological and auditory processing and brain organization in beginning readers. Brain and Language, 125, 173–183.

    Article  PubMed  PubMed Central  Google Scholar 

  • Ramsden, S., Richardson, F. M., Josse, G., Shakeshaft, C., Seghier, M. L., & Price, C. J. (2013). The influence of reading ability on subsequent changes in verbal IQ in the teenage years. Developmental Cognitive Neuroscience, 6, 30–39.

    Article  PubMed  PubMed Central  Google Scholar 

  • Raschle, N. M., Zuk, J., & Gaab, N. (2012). Functional characteristics of developmental dyslexia in left-hemispheric posterior brain regions predate reading onset. Proceedings of the National Academy of Sciences of the United States of America, 109, 2156–2161.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Ries, M. L., Boop, F. A., Griebel, M. L., Zou, P., Phillips, N. S., Johnson, S. C., et al. (2004). Functional MRI and Wada determination of language lateralization: a case of crossed dominance. Epilepsia, 45, 85–89.

    Article  PubMed  Google Scholar 

  • Rodgers, S. P., Trevino, M., Zawaski, J. A., Gaber, M. W., & Leasure, J. L. (2013). Neurogenesis, exercise, and cognitive late effects of pediatric radiotherapy. Neural Plasticity, 2013, 698528.

    Article  PubMed  PubMed Central  Google Scholar 

  • Romine, C. B., & Reynolds, C. R. (2005). A model of the development of frontal lobe functioning: findings from a meta-analysis. Applied Neuropsychology, 12, 190–201.

    Article  PubMed  Google Scholar 

  • Schreiber, J. E., Gurney, J. G., Palmer, S. L., Bass, J. K., Wang, M., Chen, S., et al. (2014). Examination of risk factors for intellectual and academic outcomes following treatment for pediatric medulloblastoma. Neuro-Oncology, 16(8), 1129–36.

    Article  PubMed  PubMed Central  Google Scholar 

  • Seghier, M. L., & Price, C. J. (2010). Reading aloud boosts connectivity through the putamen. Cerebral Cortex, 20, 570–582.

    Article  PubMed  PubMed Central  Google Scholar 

  • Seghier, M. L., & Price, C. J. (2011). Explaining left lateralization for words in the ventral occipitotemporal cortex. Journal of Neuroscience, 31, 14745–14753.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Shaywitz, B. A., Shaywitz, S. E., Blachman, B. A., Pugh, K. R., Fulbright, R. K., Skudlarski, P., et al. (2004). Development of left occipitotemporal systems for skilled reading in children after a phonologically- based intervention. Biological Psychiatry, 55, 926–933.

    Article  PubMed  Google Scholar 

  • Simos, P. G., Fletcher, J. M., Bergman, E., Breier, J. I., Foorman, B. R., Castillo, E. M., et al. (2002). Dyslexia-specific brain activation profile becomes normal following successful remedial training. Neurology, 58, 1203–1213.

    Article  CAS  PubMed  Google Scholar 

  • Temple, E., Poldrack, R. A., Salidis, J., Deutsch, G. K., Tallal, P., Merzenich, M. M., et al. (2001). Disrupted neural responses to phonological and orthographic processing in dyslexic children: an fMRI study. Neuroreport, 12, 299–307.

    Article  CAS  PubMed  Google Scholar 

  • Temple, E., Deutsch, G. K., Poldrack, R. A., Miller, S. L., Tallal, P., Merzenich, M. M., et al. (2003). Neural deficits in children with dyslexia ameliorated by behavioral remediation: evidence from functional MRI. Proceedings of the National Academy of Sciences of the United States of America, 100, 2860–2865.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Turkeltaub, P. E., Gareau, L., Flowers, D. L., Zeffiro, T. A., & Eden, G. F. (2003). Development of neural mechanisms for reading. Nature Neuroscience, 6, 767–773.

    Article  CAS  PubMed  Google Scholar 

  • Turkeltaub, P. E., Flowers, D. L., Lyon, L. G., & Eden, G. F. (2008). Development of ventral stream representations for single letters. Ann NY Acad Sci, 1145, 13–29.

    Article  PubMed  Google Scholar 

  • Wolfe, K. R., Madan-Swain, A., Hunter, G. R., Reddy, A. T., Banos, J., & Kana, R. K. (2013). An fMRI investigation of working memory and its relationship with cardiorespiratory fitness in pediatric posterior fossa tumor survivors who received cranial radiation therapy. Pediatric Blood & Cancer, 60, 669–675.

    Article  Google Scholar 

  • Woodcock, R. W., McGrew, K. S., & Mather, N. (2001). Woodcock-Johnson tests of achivement (3rd ed.). Rolling Meadows: Riverside Publishing.

    Google Scholar 

  • Zou, P., Mulhern, R. K., Butler, R. W., Li, C. S., Langston, J. W., & Ogg, R. J. (2005). BOLD responses to visual stimulation in survivors of childhood cancer. NeuroImage, 24, 61–69.

    Article  PubMed  Google Scholar 

  • Zou, P., Li, Y., Conklin, H. M., Mulhern, R. K., Butler, R. W., & Ogg, R. J. (2012). Evidence of change in brain activity among childhood cancer survivors participating in a cognitive remediation program. Archives of Clinical Neuropsychology, 27, 915–929.

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgments

This work was supported by the Cancer Center Support (CORE) grant CA21765 from the National Cancer Institute, grant HD049888 from the National Institute for Child Health and Human Development, grant RR029005 from the National Center for Research Resources, and by ALSAC.

Conflict of interest

Ping Zou, Heather M. Conklin, Matthew A. Scoggins, Yimei Li, Xingyu Li, Melissa M. Jones, Shawna L. Palmer, Amar Gaggar, and Robert J. Ogg declare that they have no conflict of interest.

Informed consent

All procedures followed were in accordance with the ethical standards of the responsible committee on human experimentation (institutional and national) and with the Helsinki Declaration of 1975, and the applicable revisions at the time of the investigation. Informed consent was obtained from all patients for being included in the study.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Robert J. Ogg.

Electronic supplementary material

Below is the link to the electronic supplementary material.

ESM 1

(PDF 97 kb)

ESM 2

(PDF 75 kb)

ESM 3

(PDF 73 kb)

ESM 4

(PDF 62 kb)

ESM 5

(PDF 55 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zou, P., Conklin, H.M., Scoggins, M.A. et al. Functional MRI in medulloblastoma survivors supports prophylactic reading intervention during tumor treatment. Brain Imaging and Behavior 10, 258–271 (2016). https://doi.org/10.1007/s11682-015-9390-8

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11682-015-9390-8

Keywords

Navigation