Abstract
Long-term toxic effects of prophylactic cranial irradiation (PCI) on cognition in small cell lung cancer (SCLC) patients have not yet been well-established. The aim of our study was to examine the cognitive toxic effects together with brain structural changes in a group of long-term SCLC survivors treated with PCI. Eleven SCLC patients, who underwent PCI ≥ 2 years before, were compared with an age and education matched healthy control group. Both groups were evaluated using a neuropsychological battery and multimodal structural magnetic resonance imaging. Voxel-based morphometry and Tract-based Spatial Statistics were used to study gray matter density (GMD) and white matter (WM) microstructural changes. Cognitive deterioration was correlated with GMD and Fractional Anisotropy (FA). Finally, we carried out a single-subject analysis in order to evaluate individual structural brain changes. Nearly half of the SCLC met criteria for cognitive impairment, all exhibiting a global worsening of cognitive functioning. Patients showed significant decreases of GMD in basal ganglia bilaterally (putamen and caudate), bilateral thalamus and right insula, together with WM microstructural changes of the entire corpus callosum. Cognitive deterioration scores correlated positively with mean FA values in the corpus callosum. Single-subject analysis revealed that GMD and WM changes were consistently observed in nearly all patients. This study showed neuropsychological deficits together with brain-specific structural differences in long-term SCLC survivors. Our results suggest that PCI therapy, possibly together with platinum-based chemotherapy, was associated to permanent long-term cognitive and structural brain effects in a SCLC population.
Similar content being viewed by others
References
Acosta-Cabronero, J., Williams, G. B., Pengas, G., & Nestor, P. J. (2010). Absolute diffusivities define the landscape of white matter degeneration in Alzheimer’s disease. Brain, 133(Pt 2), 529–539.
Alexander, G. E., DeLong, M. R., & Strick, P. L. (1986). Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Annual Review of Neuroscience, 9, 357–381.
Andersson, J.L.R., Jenkinson, M., & Smith, S. (2007a). FMRIB Technical Report TR07JA1. Available at http://www.fmrib.ox.ac.uk/analysis/techrep/.
Andersson, J.L.R., Jenkinson, M., & Smith, S. (2007b). FMRIB Technical Report TR07JA2. Available at http://www.fmrib.ox.ac.uk/analysis/techrep/.
Arriagada, R., Le Chevalier, T., Borie, F., Riviere, A., Chomy, P., Monnet, I., et al. (1995). Prophylactic cranial irradiation for patients with small-cell lung cancer in complete remission. Journal of the National Cancer Institute, 87(3), 183–190.
Ashburner, J. (2007). A fast diffeomorphic image registration algorithm. NeuroImage, 38(1), 95–113.
Ashburner, J., & Friston, K. J. (2000). Voxel-based morphometry–the methods. NeuroImage, 11(6 Pt 1), 805–821.
Ashburner, J., & Friston, K. J. (2005). Unified segmentation. NeuroImage, 26(3), 839–851.
Aukema, E.J., Caan, M.W., Oudhuis, N., Majoie, C.B., Vos, F.M., Reneman, L. et al. (2009). White matter fractional anisotropy correlates with speed of processing and motor speed in young childhood cancer survivors. International Journal of Radiation Oncology, Biology, Physics, 74(3), 837–843.
Auperin, A., Arriagada, R., Pignon, J. P., Le Pechoux, C., Gregor, A., Stephens, R. J., et al. (1999). Prophylactic cranial irradiation for patients with small-cell lung cancer in complete remission. Prophylactic Cranial Irradiation Overview Collaborative Group. The New England Journal of Medicine, 341(7), 476–484.
Ball, D. L., & Matthews, J. P. (1995). Prophylactic cranial irradiation: more questions than answers. Seminars in Radiation Oncology, 5(1), 61–68.
Beck, A. T., Ward, C. H., Mendelson, M., Mock, J., & Erbaugh, J. (1961). An inventory for measuring depression. Archives of General Psychiatry, 4, 561–571.
Cauda, F., Costa, T., Torta, D. M., Sacco, K., D’Agata, F., Duca, S., et al. (2012). Meta-analytic clustering of the insular cortex: characterizing the meta-analytic connectivity of the insula when involved in active tasks. NeuroImage, 62(1), 343–355.
Chapman, C. H., Nazem-Zadeh, M., Lee, O. E., Schipper, M. J., Tsien, C. I., Lawrence, T. S., et al. (2013). Regional variation in brain white matter diffusion index changes following chemoradiotherapy: a prospective study using tract-based spatial statistics. PloS One, 8(3), e57768.
Chawla, S., Wang, S., Kim, S., Sheriff, S., Lee, P., Rengan, R., et al. (2013). Radiation injury to the normal brain measured by 3D-echo-planar spectroscopic imaging and diffusion tensor imaging: initial experience. Journal Neuroimaging, 25(1), 97–104.
Correa, D. D., Root, J. C., Baser, R., Moore, D., Peck, K. K., Lis, E., et al. (2013). A prospective evaluation of changes in brain structure and cognitive functions in adult stem cell transplant recipients. Brain Imaging and Behavior, 7(4), 478–490.
Crawford, J. R., Howell, D. C., & Garthwaite, P. H. (1998). Payne and Jones revisited: estimating the abnormality of test score differences using a modified paired samples t test. Journal of Clinical and Experimental Neuropsychology, 20(6), 898–905.
Crossen, J. R., Garwood, D., Glatstein, E., & Neuwelt, E. A. (1994). Neurobehavioral sequelae of cranial irradiation in adults: a review of radiation-induced encephalopathy. Journal of Clinical Oncology, 12(3), 627–642.
Cull, A., Gregor, A., Hopwood, P., Macbeth, F., Karnicka-Mlodkowska, H., Thatcher, N., et al. (1994). Neurological and cognitive impairment in long-term survivors of small cell lung cancer. European Journal of Cancer, 30A(8), 1067–1074.
Deprez, S., Amant, F., Yigit, R., Porke, K., Verhoeven, J., Van den Stock, J., et al. (2011). Chemotherapy-induced structural changes in cerebral white matter and its correlation with impaired cognitive functioning in breast cancer patients. Human Brain Mapping, 32(3), 480–493.
Engelman, A., Perumal, K., &Mehta, M. (2015). Should we irradiate a brain tumor in a patient with parkinsonism? A case report and literature review. Practical Radiation Oncology, pii, S1879-8500(14)00367-1.
Fonseca, R., O’Neill, B. P., Foote, R. L., Grill, J. P., Sloan, J. A., & Frytak, S. (1999). Cerebral toxicity in patients treated for small cell carcinoma of the lung. Mayo Clinic Proceedings, 74(5), 461–465.
Giglio, P., & Gilbert, M. R. (2003). Cerebral radiation necrosis. The Neurologist, 9(4), 180–188.
Gillebert, C. R., Humphreys, G. W., & Mantini, D. (2014). Automated delineation of stroke lesions using brain CT images. Neuroimage: Clinical, 4, 540–548.
Gondi, V., Paulus, R., Bruner, D. W., Meyers, C. A., Gore, E. M., Wolfson, A., et al. (2013). Decline in tested and self-reported cognitive functioning after prophylactic cranial irradiation for lung cancer: pooled secondary analysis of Radiation Therapy Oncology Group randomized trials 0212 and 0214. International Journal of Radiation Oncology, Biology, Physics, 86(4), 656–664.
Gondi, V., Pugh, S. L., Tome, W. A., Caine, C., Corn, B., Kanner, A., et al. (2014). Preservation of memory with conformal avoidance of the hippocampal neural stem-cell compartment during whole-brain radiotherapy for brain metastases (RTOG 0933): a phase II multi-institutional trial. Journal of Clinical Oncology, 32(34), 3810–3816.
Greene-Schloesser, D., Moore, E., & Robbins, M. E. (2013). Molecular pathways: radiation-induced cognitive impairment. Clinical Cancer Research, 19(9), 2294–2300.
Gregor, A., Cull, A., Stephens, R. J., Kirkpatrick, J. A., Yarnold, J. R., Girling, D. J., et al. (1997). Prophylactic cranial irradiation is indicated following complete response to induction therapy in small cell lung cancer: results of a multicentre randomised trial. United Kingdom Coordinating Committee for Cancer Research (UKCCCR) and the European Organization for Research and Treatment of Cancer (EORTC). European Journal of Cancer, 33(11), 1752–1758.
Grosshans, D. R., Meyers, C. A., Allen, P. K., Davenport, S. D., & Komaki, R. (2008). Neurocognitive function in patients with small cell lung cancer : effect of prophylactic cranial irradiation. Cancer, 112(3), 589–595.
Herrero, M. T., Barcia, C., & Navarro, J. M. (2002). Functional anatomy of thalamus and basal ganglia. Childs Nervous System, 18(8), 386–404.
Hodges, H., Katzung, N., Sowinski, P., Hopewell, J.W., Wilkinson J.H., Bywaters. T. et al. (1998). Late behavioural and neuropathological effects of local brain irradiation in the rat. Behavioural Brain Research, 91(1–2), 99–114.
Hoehn, M. M., & Yahr, M. D. (1967). Parkinsonism: onset, progression and mortality. Neurology, 17(5), 427–442.
Howard, G., Wagenknecht, L. E., Cai, J., Cooper, L., Kraut, M. A., & Toole, J. F. (1998). Cigarette smoking and other risk factors for silent cerebral infarction in the general population. Stroke, 29(5), 913–917.
Inagaki, M., Yoshikawa, E., Matsuoka, Y., Sugawara, Y., Nakano, T., Akechi, T., et al. (2007). Smaller regional volumes of brain gray and white matter demonstrated in breast cancer survivors exposed to adjuvant chemotherapy. Cancer, 109(1), 146–156.
Jenkinson, M., Beckmann, C. F., Behrens, T. E., Woolrich, M. W., & Smith, S. M. (2012). Fsl. Neuroimage, 62(2), 782–790.
Johnson, B. E., Grayson, J., Makuch, R. W., Linnoila, R. I., Anderson, M. J., Cohen, M. H., et al. (1990). Ten-year survival of patients with small-cell lung cancer treated with combination chemotherapy with or without irradiation. Journal of Clinical Oncology, 8(3), 396–401.
Kaiser, J., Bledowski, C., & Dietrich, J. (2014). Neural correlates of chemotherapy-related cognitive impairment. Cortex, 54, 33–50.
Kaplan, E., Goodglass, H., & Weintraub, S. (1983). Boston naming test. Philadelphia: Lea & Febiger.
Khong, P. L., Leung, L. H., Fung, A. S., Fong, D. Y., Qiu, D., Kwong, D. L., et al. (2006). White matter anisotropy in post-treatment childhood cancer survivors: preliminary evidence of association with neurocognitive function. Journal of Clinical Oncology, 24(6), 884–890.
Komaki, R., Meyers, C. A., Shin, D. M., Garden, A. S., Byrne, K., Nickens, J. A., et al. (1995). Evaluation of cognitive function in patients with limited small cell lung cancer prior to and shortly following prophylactic cranial irradiation. International Journal of Radiation Oncology, Biology, Physics, 33(1), 179–182.
Lasa, L., Ayuso-Mateos, J. L., Vazquez-Barquero, J. L., Diez-Manrique, F. J., & Dowrick, C. F. (2000). The use of the Beck Depression Inventory to screen for depression in the general population: a preliminary analysis. Journal of Affective Disorders, 57(1–3), 261–265.
Le Pechoux, C., Dunant, A., Senan, S., Wolfson, A., Quoix, E., Faivre-Finn, C., et al. (2009). Standard-dose versus higher-dose prophylactic cranial irradiation (PCI) in patients with limited-stage small-cell lung cancer in complete remission after chemotherapy and thoracic radiotherapy (PCI 99–01, EORTC 22003–08004, RTOG 0212, and IFCT 99–01): a randomised clinical trial. The Lancet Oncology, 10(5), 467–474.
Le Pechoux, C., Laplanche, A., Faivre-Finn, C., Ciuleanu, T., Wanders, R., Lerouge, D., et al. (2011). Clinical neurological outcome and quality of life among patients with limited small-cell cancer treated with two different doses of prophylactic cranial irradiation in the intergroup phase III trial (PCI99-01, EORTC 22003–08004, RTOG 0212 and IFCT 99–01). Annals of Oncology, 22(5), 1154–1163.
Leemans, A., & Jones, D. K. (2009). The B-matrix must be rotated when correcting for subject motion in DTI data. Magnetic Resonance in Medicine, 61(6), 1336–1349.
Lester, J. F., MacBeth, F. R., & Coles, B. (2005). Prophylactic cranial irradiation for preventing brain metastases in patients undergoing radical treatment for non-small-cell lung cancer: a Cochrane Review. International Journal of Radiation Oncology, Biology, Physics, 63(3), 690–694.
Marsh, J. C., Gielda, B. T., Herskovic, A. M., & Abrams, R. A. (2010). Cognitive sparing during the administration of whole brain radiotherapy and prophylactic cranial irradiation: current concepts and approaches. Journal of Oncology, 2010, 198208.
Mattis, S. (1988). Dementia Rating Scale: Professional manual. Odessa: Psychological Assessment Resources.
McDonald, B. C., Conroy, S. K., Smith, D. J., West, J. D., & Saykin, A. J. (2013). Frontal gray matter reduction after breast cancer chemotherapy and association with executive symptoms: a replication and extension study. Brain, Behavior, and Immunity, 30(Suppl), S117–125.
Meert, A. P., Paesmans, M., Berghmans, T., Martin, B., Mascaux, C., Vallot, F., et al. (2001). Prophylactic cranial irradiation in small cell lung cancer: a systematic review of the literature with meta-analysis. BMC Cancer, 1, 5.
Meyers, J. E., & Meyers, K. R. (1995). Rey Complex Figure Test and Recognition Trial: Professional manual. Lutz: Psychological Assessment Resources.
Molinuevo, J. L., Ripolles, P., Simo, M., Llado, A., Olives, J., Balasa, M., et al. (2014). White matter changes in preclinical Alzheimer’s disease: a magnetic resonance imaging-diffusion tensor imaging study on cognitively normal older people with positive amyloid beta protein 42 levels. Neurobiology of Aging, 35(12), 2671–2680.
Nichols, T. E., & Holmes, A. P. (2002). Nonparametric permutation tests for functional neuroimaging: a primer with examples. Human Brain Mapping, 15(1), 1–25.
Noback, C. R., Strominger, L., Demarest, R. J., & Ruggiero, D. A. (2005). The human nervous system: Structure and function (6th ed.). New Jersey: Humana Press.
Nonaka, H., Akima, M., Hatori, T., Nagayama, T., Zhang, Z., & Ihara, F. (2003). The microvasculature of the cerebral white matter: arteries of the subcortical white matter. Journal of Neuropathology and Experimental Neurology, 62(2), 154–161.
Parageorgiou, C., Dardoufas, C., Kouloulias, V., Ventouras, E., Uzunoglu, N., Vlahos, L., et al. (2000). Psychophysiological evaluation of short-term neurotoxicity after prophylactic brain irradiation in patients with small cell lung cancer: a study of event related potentials. Journal of Neuro-Oncology, 50(3), 275–285.
Pell, G. S., Briellmann, R. S., Chan, C. H., Pardoe, H., Abbott, D. F., & Jackson, G. D. (2008). Selection of the control group for VBM analysis: influence of covariates, matching and sample size. NeuroImage, 41(4), 1324–1335.
Peña-Casanova, J. (2005). Integrated neuropsychological exploration program- Barcelona test revised. Barcelona: Masson.
Pena-Casanova, J., Gramunt-Fombuena, N., Quinones-Ubeda, S., Sanchez-Benavides, G., Aguilar, M., Badenes, D., et al. (2009). Spanish Multicenter Normative Studies (NEURONORMA Project): norms for the Rey-Osterrieth complex figure (copy and memory), and free and cued selective reminding test. Archives of Clinical Neuropsychology, 24(4), 371–393.
Porto, L., Preibisch, C., Hattingen, E., Bartels, M., Lehrnbecher, T., Dewitz, R., et al. (2008). Voxel-based morphometry and diffusion-tensor MR imaging of the brain in long-term survivors of childhood leukemia. European Radiology, 18(11), 2691–2700.
Reddick, W. E., Shan, Z. Y., Glass, J. O., Helton, S., Xiong, X., Wu, S., et al. (2006). Smaller white-matter volumes are associated with larger deficits in attention and learning among long-term survivors of acute lymphoblastic leukemia. Cancer, 106(4), 941–949.
Reitan, R. (1992). Trail Making Test: Manual for administration and scoring. Tucson: Reitan Neuropsychology Laboratory.
Riaz, S. P., Luchtenborg, M., Coupland, V. H., Spicer, J., Peake, M. D., & Moller, H. (2012). Trends in incidence of small cell lung cancer and all lung cancer. Lung Cancer, 75(3), 280–284.
Roman, D. D., & Sperduto, P. W. (1995). Neuropsychological effects of cranial radiation: current knowledge and future directions. International Journal of Radiation Oncology, Biology, Physics, 31(4), 983–998.
Sarkamo, T., Ripolles, P., Vepsalainen, H., Autti, T., Silvennoinen, H. M., Salli, E., et al. (2014). Structural changes induced by daily music listening in the recovering brain after middle cerebral artery stroke: a voxel-based morphometry study. Frontiers in Human Neuroscience, 8, 245.
Schmidt, M. (1996). Rey auditory verbal learning test: A handbook. Los Angeles: Western Psychological Services.
Schuitema, I., Deprez, S., Van Hecke, W., Daams, M., Uyttebroeck, A., Sunaert, S. et al. (2013). Accelerated aging, decreased white matter integrity, and associated neuropsychological dysfunction 25 years after pediatric lymphoid malignancies. Journal of Clinical Oncology, 31(27), 3378–3388.
Sheline, G. E., Wara, W. M., & Smith, V. (1980). Therapeutic irradiation and brain injury. International Journal of Radiation Oncology, Biology, Physics, 6(9), 1215–1228.
Simo, M., Rifa-Ros, X., Rodriguez-Fornells, A., & Bruna, J. (2013). Chemobrain: a systematic review of structural and functional neuroimaging studies. Neuroscience and Biobehavioral Reviews, 37(8), 1311–1321.
Simo, M., Root, J. C., Vaquero, L., Ripolles, P., Jove, J., Ahles, T., et al. (2015). Cognitive and brain structural changes in a lung cancer population. Journal of Thoracic Oncology, 10(1), 38–45.
Slotman, B., Faivre-Finn, C., Kramer, G., Rankin, E., Snee, M., Hatton, M., et al. (2007). Prophylactic cranial irradiation in extensive small-cell lung cancer. The New England Journal of Medicine, 357(7), 664–672.
Smith, S. M. (2002). Fast robust automated brain extraction. Human Brain Mapping, 17(3), 143–155.
Smith, S. M., Jenkinson, M., Johansen-Berg, H., Rueckert, D., Nichols, T. E., Mackay, C. E., et al. (2006). Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data. NeuroImage, 31(4), 1487–1505.
Tuomiranta, L. M., Camara, E., Froudist Walsh, S., Ripolles, P., Saunavaara, J. P., Parkkola, R., et al. (2014). Hidden word learning capacity through orthography in aphasia. Cortex, 50, 174–191.
van Oosterhout, A. G., Boon, P. J., Houx, P. J., ten Velde, G. P., & Twijnstra, A. (1995). Follow-up of cognitive functioning in patients with small cell lung cancer. International Journal of Radiation Oncology, Biology, Physics, 31(4), 911–914.
Voineskos, A. N., Rajji, T. K., Lobaugh, N. J., Miranda, D., Shenton, M. E., Kennedy, J. L., et al. (2012). Age-related decline in white matter tract integrity and cognitive performance: a DTI tractography and structural equation modeling study. Neurobiology of Aging, 33(1), 21–34.
Wahlund, L. O., Barkhof, F., Fazekas, F., Bronge, L., Augustin, M., Sjogren, M., et al. (2001). A new rating scale for age-related white matter changes applicable to MRI and CT. Stroke, 32(6), 1318–1322.
Wan, J. F., Zhang, S. J., Wang, L., & Zhao, K. L. (2013). Implications for preserving neural stem cells in whole brain radiotherapy and prophylactic cranial irradiation: a review of 2270 metastases in 488 patients. Journal of Radiation Research, 54(2), 285–291.
Wang, P. J., Saykin, A. J., Flashman, L. A., Wishart, H. A., Rabin, L. A., Santulli, R. B., et al. (2006). Regionally specific atrophy of the corpus callosum in AD, MCI and cognitive complaints. Neurobiology of Aging, 27(11), 1613–1617.
Wechsler, D. (1997). Wechsler Adult Intelligence Scale - Third Edition (WAIS-III): Administration and Scoring Manual. San Antonio: The Psychological Corp.
Wefel, J. S., Lenzi, R., Theriault, R. L., Davis, R. N., & Meyers, C. A. (2004). The cognitive sequelae of standard-dose adjuvant chemotherapy in women with breast carcinoma: results of a prospective, randomized, longitudinal trial. Cancer, 100(11), 2292–2299.
Welzel, G., Fleckenstein, K., Schaefer, J., Hermann, B., Kraus-Tiefenbacher, U., Mai, S. K., et al. (2008a). Memory function before and after whole brain radiotherapy in patients with and without brain metastases. International Journal of Radiation Oncology, Biology, Physics, 72(5), 1311–1318.
Welzel, T., Niethammer, A., Mende, U., Heiland, S., Wenz, F., Debus, J., et al. (2008b). Diffusion tensor imaging screening of radiation-induced changes in the white matter after prophylactic cranial irradiation of patients with small cell lung cancer: first results of a prospective study. AJNR. American Journal of Neuroradiology, 29(2), 379–383.
Wolfson, A. H., Bae, K., Komaki, R., Meyers, C., Movsas, B., Le Pechoux, C., et al. (2011). Primary analysis of a phase II randomized trial Radiation Therapy Oncology Group (RTOG) 0212: impact of different total doses and schedules of prophylactic cranial irradiation on chronic neurotoxicity and quality of life for patients with limited-disease small-cell lung cancer. International Journal of Radiation Oncology, Biology, Physics, 81(1), 77–84.
Compliance with Ethical Standards
Conflict of interest
Marta Simó, Lucía Vaquero, Pablo Ripollés, Josep Jové, Rafael Fuentes, Felipe Cardenal, Antoni Rodríguez-Fornells, and Jordi Bruna reviewed and approved the manuscript content and there is no conflict of interest.
Ethical Statement
All procedures performed in this study, which involve human participants, were in accordance with the ethical standards of the local Ethical Committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. Written informed consent was obtained from all participants included in the study (both patients and healthy controls).
Funding
This work was supported by Fundació Marató-TV3 [Acquired Spinal Cord and Brain Injuries Program (2012–2014) awarded to ARF] and the Catalan Government [Generalitat de Catalunya, 2009 SGR 93 to ARF]. Marta Simó was a recipient of a Rio Hortega research contract (code: CM11/00256) from the Carlos III National Health Institute (Spanish Government).
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Simó, M., Vaquero, L., Ripollés, P. et al. Brain damage following prophylactic cranial irradiation in lung cancer survivors. Brain Imaging and Behavior 10, 283–295 (2016). https://doi.org/10.1007/s11682-015-9393-5
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11682-015-9393-5