Abstract
Friedreich ataxia (FRDA) is a progressive autosomal recessive disease. While motor dysfunction is the primary neurological hallmark, little is known about the underlying neurobiological changes associated with motor deficits over the course of disease. We investigated the hypothesis that progressive functional changes in both the cerebellum and cerebrum are related to longitudinal changes in performance on complex motor tasks in individuals with FRDA. Twenty-two individuals with FRDA and 28 controls participated over 24 months. The longitudinal investigation included finger tap** tasks with different levels of complexity (i.e., visually cued, multi-finger; self-paced, single finger), performed in conjunction with fMRI acquisitions, to interrogate changes in the neurobiology of motor and attentional brain networks including the cerebellum and cerebrum. We demonstrated evidence for significant longitudinal decreased cerebral fMRI activity over time in individuals with FRDA, relative to controls, during an attentionally-demanding motor task (visually cued tap** of multiple fingers) in six cerebral regions: right and left superior frontal gyri, right superior temporal gyrus, right primary somatosensory area, right anterior cingulate cortex, and right medial frontal gyrus. Importantly, longitudinal decreased activity was associated with more severe disease status at baseline, higher GAA1 repeat length and earlier age of onset. These findings suggest a dynamic pattern of neuronal activity in motor, attention and executive control networks over time in individuals with FRDA, which is associated with increased disease severity at baseline, increased GAA1 repeat length and earlier age at onset.
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The data that support the findings of this study are available on request from the corresponding author. The data are not publicly available due to privacy or ethical restrictions. Researchers interested in access to the Code for data cleaning and analysis may contact the corresponding author.
References
Akhlaghi H, Corben L, Georgiou-Karistianis N, Bradshaw J, Delatycki M, Storey E, Egan GF (2012) A functional MRI study of motor dysfunction in Friedreich’s ataxia. Brain Res 1471:138–154. https://doi.org/10.1016/j.brainres.2012.06.035
Behzadi Y, Restom K, Liau J, Liu TT (2007) A component based noise correction method (CompCor) for BOLD and perfusion based fMRI. Neuroimage 37(1):90–101. https://doi.org/10.1016/j.neuroimage.2007.04.042
Campuzano V, Montermini L, Molto MD, Pianese L, Cossée M, Cavalcanti F, Monticelli A (1996) Friedreich’s ataxia: autosomal recessive disease caused by an intronic GAA triplet repeat expansion. Science 271(5254):1423–1427. https://doi.org/10.1126/science.271.5254.1423
Cocozza S, Costabile T, Tedeschi E, Abate F, Russo C, Liguori A, Filla A (2018) Cognitive and functional connectivity alterations in Friedreich’s ataxia. Ann Clin Transl Neurol 5(6):677–686. https://doi.org/10.1002/acn3.555
Corben LA, Delatycki MB, Bradshaw JL, Horne MK, Fahey MC, Churchyard AJ, Georgiou-Karistianis N (2010) Impairment in motor reprogramming in Friedreich ataxia reflecting possible cerebellar dysfunction. J Neurol 257(5):782–791
Corben LA, Delatycki MB, Bradshaw JL, Churchyard AJ, Georgiou-Karistianis N (2011a) Utilisation of advance motor information is impaired in Friedreich ataxia. Cerebellum 10(4):793–803. https://doi.org/10.1007/s12311-011-0289-7
Corben LA, Georgiou-Karistianis N, Bradshaw J, Hocking D, Churchyard A, Delatycki M (2011b) The Fitts task reveals impairments in planning and online control of movement in Friedreich ataxia: reduced cerebellar-cortico connectivity? Neuroscience 192:382–390
Corben LA, Klopper F, Stagnitti M, Georgiou-Karistianis N, Bradshaw JL, Rance G, Delatycki MB (2017) Measuring inhibition and cognitive flexibility in Friedreich ataxia. Cerebellum 16(4):757–763. https://doi.org/10.1007/s12311-017-0848-7
Delatycki MB, Bidichandani SI (2019) Friedreich ataxia-pathogenesis and implications for therapies. Neurobiol Dis. https://doi.org/10.1016/j.nbd.2019.104606
Delatycki MB, Williamson R, Forrest SM (2000) Friedreich ataxia: an overview. J Med Genet 37(1):1–8. https://doi.org/10.1136/jmg.37.1.1
Dogan I, Tinnemann E, Romanzetti S, Mirzazade S, Costa AS, Werner CJ, Timmann D (2016) Cognition in Friedreich’s ataxia: a behavioral and multimodal imaging study. Ann Clin Transl Neurol 3(8):572–587. https://doi.org/10.1002/acn3.315
Georgiou-Karistianis N, Akhlaghi H, Corben LA, Delatycki M, Storey E, Bradshaw JL, Egan GF (2012) Decreased functional brain activation in Friedreich ataxia using the Simon effect task. Brain Cogn 79(3):200–208. https://doi.org/10.1016/j.bandc.2012.02.011
Ginestroni A, Diciotti S, Cecchi P, Pesaresi I, Tessa C, Giannelli M, Dotti MT (2011) Neurodegeneration in friedreich’s ataxia is associated with a mixed activation pattern of the brain. A fMRI study. Hum Brain Mapp 33(8):1780–1791. https://doi.org/10.1002/hbm.21319
González I, Déjean S, Martin PG, Gonçalves O, Besse P, Baccini A (2009) Highlighting relationships between heterogeneous biological data through graphical displays based on regularized canonical correlation analysis. J Biol Syst 17(02):173–199. https://doi.org/10.1142/s0218339009002831
González I, Lê Cao K-A, Davis M, Déjean S (2013) Insightful graphical outputs to explore relationships between two ‘omics’ data sets. BioData Mining 5:19
Harding IH, Corben LA, Delatycki MB, Stagnitti MR, Storey E, Egan GF, Georgiou-Karistianis N (2017) Cerebral compensation during motor function in Friedreich ataxia: the IMAGE-FRDA study. Mov Disord 32(8):1221–1229. https://doi.org/10.1002/mds.27023
Hotelling H (1936) Relations between two sets of variates. Biometrika 28(3/4):321–377. https://doi.org/10.1097/00004647-199601000-00002
Koeppen AH, Mazurkiewicz JE (2013) Friedreich ataxia: neuropathology revised. J Neuropathol Exp Neurol 72(2):78–90. https://doi.org/10.1097/nen.0b013e31827e5762
Koeppen AH, Davis AN, Morral JA (2011) The cerebellar component of Friedreich’s ataxia. Acta Neuropathol 122(3):323–330
Lowe J, Lennox G, Leigh PN (1997) Disorders of movement and system degenerations. Greenfield’s Neuropathol 2:281–366
Nieto A, Correia R, de Nóbrega E, Montón F, Hess S, Barroso J (2012) Cognition in Friedreich ataxia. Cerebellum 11(4):834–844. https://doi.org/10.1007/s12311-012-0363-9
Pandolfo M, Pastore A (2009) The pathogenesis of Friedreich ataxia and the structure and function of frataxin. J Neurol 256(1):9–17. https://doi.org/10.1007/s00415-009-1003-2
Rewcastle N (1991) Degenerative diseases of the central nervous system. Textbook of neuropathology, 2nd edn. Williams and Wilkins, Baltimore, pp 904–961
Rezende TJ, Silva CB, Yassuda CL, Campos BM, D’Abreu A, Cendes F, França MC Jr (2016) Longitudinal magnetic resonance imaging study shows progressive pyramidal and callosal damage in Friedreich’s ataxia. Mov Disord 31(1):70–78. https://doi.org/10.1002/mds.26436
Rezende TJR, Martinez ARM, Faber I, Girotto K, Pedroso JL, Barsottini OG, Franca MC (2017) Structural signature of classical versus late-onset Friedreich’s ataxia by multimodality brain M RI. Hum Brain Mapp 38(8):4157–4168. https://doi.org/10.1002/hbm.23655
Selvadurai LP, Harding IH, Corben LA, Stagnitti MR, Storey E, Egan GF, Georgiou-Karistianis N (2016) Cerebral and cerebellar grey matter atrophy in Friedreich ataxia: the IMAGE-FRDA study. J Neurol 263(11):2215–2223
Selvadurai LP, Harding IH, Corben LA, Georgiou-Karistianis N (2018) Cerebral abnormalities in Friedreich ataxia: a review. Neurosci Biobehav Rev 84:394–406
Sherry A, Henson RK (2005) Conducting and interpreting canonical correlation analysis in personality research: a user-friendly primer. J Pers Assess 84(1):37–48. https://doi.org/10.1207/s15327752jpa8401_09
Shishegar R, Harding IH, Corben LA, Delatycki MB, Storey E, Egan GF, Georgiou-Karistianis N (2020) Longitudinal Increases in cerebral brain activation during working memory performance in Friedreich ataxia: 24-month data from IMAGE-FRDA. Cerebellum 19(2):182–191. https://doi.org/10.1007/s12311-019-01094-6
Vavla M, Arrigoni F, Nordio A, De Luca A, Pizzighello S, Petacchi E, Russo E (2018) Functional and structural brain damage in Friedreich’s ataxia. Front Neurol 9:747. https://doi.org/10.3389/fneur.2018.00747
Vavla M, Arrigoni F, Toschi N, Peruzzo D, D’Angelo MG, Gandossini S, Salati R (2020) Sensitivity of neuroimaging indicators in monitoring the effects of interferon gamma treatment in Friedreich’s ataxia. Front Neurosci. https://doi.org/10.3389/fnins.2020.00872
Ward PG, Harding IH, Close TG, Corben LA, Delatycki MB, Storey E, Egan GF (2019) Longitudinal evaluation of iron concentration and atrophy in the dentate nuclei in Friedreich ataxia. Mov Disord 34(3):335–343. https://doi.org/10.1002/mds.27606
Zalesky A, Akhlaghi H, Corben LA, Bradshaw JL, Delatycki MB, Storey E, Egan GF (2014) Cerebello-cerebral connectivity deficits in Friedreich ataxia. Brain Struct Funct 219(3):969–981
Acknowledgements
We thank the individuals who participated in this study, Monique Stagnitti for participant recruitment and scanning, and Jasmine Baja for assistance with this research.
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The IMAGE-FRDA study was funded by the Australian National Health and Medical Research Council (Project Grant 1046037).
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Shishegar, R., Harding, I.H., Selvadurai, L.P. et al. Longitudinal investigation of brain activation during motor tasks in Friedreich ataxia: 24-month data from IMAGE-FRDA. Brain Struct Funct 227, 809–819 (2022). https://doi.org/10.1007/s00429-021-02413-6
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DOI: https://doi.org/10.1007/s00429-021-02413-6