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Basaia S, Agosta F, Sarasso E, Balestrino R, Stojković T, Stanković I, Tomić A, Marković V, Vignaroli F, Stefanova E, Kostić VS, Filippi M. Brain Connectivity Networks Constructed Using MRI for Predicting Patterns of Atrophy Progression in Parkinson Disease. Radiology 2024; 311:e232454. [PMID: 38916507 DOI: 10.1148/radiol.232454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
Background Whether connectome mapping of structural and functional connectivity across the brain could be used to predict patterns of atrophy progression in patients with mild Parkinson disease (PD) has not been well studied. Purpose To assess the structural and functional connectivity of brain regions in healthy controls and its relationship with the spread of gray matter (GM) atrophy in patients with mild PD. Materials and Methods This prospective study included participants with mild PD and controls recruited from a single center between January 2012 and December 2023. Participants with PD underwent three-dimensional T1-weighted brain MRI, and the extent of regional GM atrophy was determined at baseline and every year for 3 years. The structural and functional brain connectome was constructed using diffusion tensor imaging and resting-state functional MRI in healthy controls. Disease exposure (DE) indexes-indexes of the pathology of each brain region-were defined as a function of the structural or functional connectivity of all the connected regions in the healthy connectome and the severity of atrophy of the connected regions in participants with PD. Partial correlations were tested between structural and functional DE indexes of each GM region at 1- or 2-year follow-up and atrophy progression at 2- or 3-year follow-up. Prediction models of atrophy at 2- or 3-year follow-up were constructed using exhaustive feature selection. Results A total of 86 participants with mild PD (mean age at MRI, 60 years ± 8 [SD]; 48 male) and 60 healthy controls (mean age at MRI, 62 years ± 9; 31 female) were included. DE indexes at 1 and 2 years were correlated with atrophy at 2 and 3 years (r range, 0.22-0.33; P value range, .002-.04). Models including DE indexes predicted GM atrophy accumulation over 3 years in the right caudate nucleus and some frontal, parietal, and temporal brain regions (R2 range, 0.40-0.61; all P < .001). Conclusion The structural and functional organization of the brain connectome plays a role in atrophy progression in the early stages of PD. © RSNA, 2024 Supplemental material is available for this article. See also the editorial by Yamada in this issue.
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Affiliation(s)
- Silvia Basaia
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Federica Agosta
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Elisabetta Sarasso
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Roberta Balestrino
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Tanja Stojković
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Iva Stanković
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Aleksandra Tomić
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Vladana Marković
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Francesca Vignaroli
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Elka Stefanova
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Vladimir S Kostić
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
| | - Massimo Filippi
- From the Neuroimaging Research Unit, Division of Neuroscience (S.B., F.A., E. Sarasso, R.B., M.F.), Neurology Unit (F.A., M.F.), Department of Rehabilitation and Functional Recovery (E. Sarasso), Neurorehabilitation Unit (M.F.), and Neurophysiology Service (M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy (F.A., R.B., M.F.); Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal Child Health, University of Genoa, Genoa, Italy (E. Sarasso); Clinic of Neurology, Faculty of Medicine, University of Belgrade, Belgrade, Serbia (T.S., I.S., A.T., V.M., E. Stefanova, V.S.K.); and Neurology Unit, University Hospital Maggiore della Carità, Novara, Italy (F.V.)
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Breining BL, Faria AV, Tippett DC, Stockbridge MD, Meier EL, Caffo B, Hermann O, Friedman R, Meyer A, Tsapkini K, Hillis AE. Association of Regional Atrophy With Naming Decline in Primary Progressive Aphasia. Neurology 2023; 100:e582-e594. [PMID: 36319108 PMCID: PMC9946192 DOI: 10.1212/wnl.0000000000201491] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 09/14/2022] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Primary progressive aphasia (PPA) is a neurodegenerative condition that predominantly impairs language. Most investigations of how focal atrophy affects language consider 1 time point compared with healthy controls. However, true atrophy quantification requires comparing individual brains over time. In this observational cohort study, we identified areas where focal atrophy was associated with contemporaneous decline in naming in the same individuals. METHODS Cross-sectional analyses-related Boston Naming Test (BNT) performance and volume in 22 regions of interests (ROIs) at each time point using Least Absolute Shrinkage and Selection Operator (LASSO) regression. Longitudinal analysis evaluated changes in BNT performance and change in volume in the same ROIs. RESULTS Participants (N = 62; 50% female; mean age = 66.8 ± 7.4 years) with PPA completed the BNT and MRI twice (mean = 343.9 ± 209.0 days apart). In cross-sectional left inferior frontal gyrus pars opercularis, superior temporal pole, middle temporal gyrus, and inferior temporal gyrus were identified as critical for naming at all time points. Longitudinal analysis revealed that increasing atrophy in the left supramarginal gyrus and middle temporal pole predicted greater naming decline, as did female sex and longer intervals between time points. DISCUSSION Although cross-sectional analyses identified classic language areas that were consistently related to poor performance at multiple time points, it was not increasing atrophy in these areas that lead to further decline: longitudinal analysis of each person's atrophy over time instead identified nearby but distinct regions where increased atrophy was related to decreasing performance. The results demonstrate that directly examining atrophy (in each individual) over time furthers understanding of decline in PPA and reveal the importance of left supramarginal gyrus and middle temporal pole in maintaining naming when areas normally critical for language degenerate. The novel results provide insight into how the underlying disease progresses to result in the clinical decline in naming, the deficit most common among all 3 PPA variants.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Argye Elizabeth Hillis
- From the Johns Hopkins University School of Medicine (B.L.B., A.V.F., D.C.T., M.D.S., E.L.M., O.H., K.T., A.E.H.), Baltimore, MD; Johns Hopkins University (B.C.), Bloomberg School of Public Health, Baltimore, MD; and Georgetown University (R.F., A.M.), Washington, DC.
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Bocci T, Baloscio D, Ferrucci R, Briscese L, Priori A, Sartucci F. Interhemispheric Connectivity in Idiopathic Cervical Dystonia and Spinocerebellar Ataxias: A Transcranial Magnetic Stimulation Study. Clin EEG Neurosci 2022; 53:460-466. [PMID: 32938220 DOI: 10.1177/1550059420957487] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND AND RATIONALE Hyperkinetic movement disorders represent a heterogeneous group of diseases, different from a genetic and clinical perspective. In the past, neurophysiological approaches provided different, sometimes contradictory findings, pointing to an impaired cortical inhibition as a common electrophysiological marker. Our aim was to evaluate changes in interhemispheric communication in patients with idiopathic cervical dystonia (ICD) and spinocerebellar ataxias (SCAs). MATERIALS AND METHODS Eleven patients with ICD, 7 with genetically confirmed SCA2 or SCA3, and 10 healthy volunteers were enrolled. The onset latency and duration of the ipsilateral silent period (iSPOL and iSPD, respectively), as well as the so-called transcallosal conduction time (TCT), were then recorded from the abductor pollicis brevis of the right side using an 8-shaped focal coil with wing diameters of 70 mm; all these parameters were evaluated and compared among groups. In SCAs, changes in neurophysiological measures were also correlated to the mutational load. RESULTS iSPD was significantly shorter in patients with SCA2 and SCA3, when compared both to control and ICD (P < .0001); iSPOL and TCT were prolonged in SCAs patients (P < .001). Changes in iSPD, iSPOL, and TCT in SCAs are significantly correlated with the mutational load (P = .01, P = .02, and P = .002, respectively). DISCUSSION This is the first study to assess changes in interhemispheric communication in patients with SCAs and ICD, using a transcranial magnetic stimulation protocol. Together with previous data in Huntington's disease, we suggest that these changes may underlie, at least in part, a common disease mechanism of polyglutamine disorders.
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Affiliation(s)
- Tommaso Bocci
- "Aldo Ravelli" Center for Neurotechnology and Experiental Brain Therapeutics, Department of Health Sciences, University of Milan & ASST Santi Paolo e Carlo, Milan, Italy
| | - Davide Baloscio
- Section of Neurophysiopathology, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Roberta Ferrucci
- "Aldo Ravelli" Center for Neurotechnology and Experiental Brain Therapeutics, Department of Health Sciences, University of Milan & ASST Santi Paolo e Carlo, Milan, Italy
| | - Lucia Briscese
- Severe Acquired Brain Injuries Unit, Cisanello University Hospital, Pisa, Italy
| | - Alberto Priori
- "Aldo Ravelli" Center for Neurotechnology and Experiental Brain Therapeutics, Department of Health Sciences, University of Milan & ASST Santi Paolo e Carlo, Milan, Italy
| | - Ferdinando Sartucci
- Section of Neurophysiopathology, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
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Banwinkler M, Dzialas V, Hoenig MC, van Eimeren T. Gray Matter Volume Loss in Proposed Brain-First and Body-First Parkinson's Disease Subtypes. Mov Disord 2022; 37:2066-2074. [PMID: 35943058 DOI: 10.1002/mds.29172] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 06/24/2022] [Accepted: 07/10/2022] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND α-Synuclein pathology is associated with neuronal degeneration in Parkinson's disease (PD) and considered to sequentially spread across the brain (Braak stages). According to a new hypothesis of distinct α-synuclein spreading directions based on the initial site of pathology, the "brain-first" spreading subtype would be associated with a more asymmetric cerebral and nigrostriatal pathology than the "body-first" subtype. OBJECTIVE Here, we tested if proposed markers of brain-first PD (ie, higher dopamine transporter [DaT] asymmetry; absence of rapid eye movement sleep behavior disorder [RBD]) are associated with a greater or more asymmetric reduction in gray matter volume (GMV) in comparison to body-first PD. METHODS Data of 255 de novo PD patients and 110 healthy controls (HCs) were retrieved from the Parkinson's Progression Markers Initiative. Structural magnetic resonance images were preprocessed, and GMVs and their hemispherical asymmetry were obtained for each of the neuropathologically defined Braak stages. Group and correlation comparisons were performed to assess differences in GMV and GMV asymmetry between PD subtypes. RESULTS PD patients demonstrated significantly smaller bilateral GMVs compared to HCs, in a pattern denoting stage-dependent disease-related brain atrophy. However, the degree of putaminal DaT asymmetry was not associated with reduced GMV or higher GMV asymmetry. Furthermore, RBD-negative and RBD-positive patients did not demonstrate a significant difference in GMV or GMV asymmetry. CONCLUSIONS Our findings suggest that putative brain-first and body-first patients do not present diverging brain atrophy patterns. Although certainly not disproving the brain-first/body-first spreading hypothesis, this study fails to provide evidence in support of it. © 2022 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Magdalena Banwinkler
- Faculty of Medicine and University Hospital Cologne, Department of Nuclear Medicine, University of Cologne, Cologne, Germany
| | - Verena Dzialas
- Faculty of Medicine and University Hospital Cologne, Department of Nuclear Medicine, University of Cologne, Cologne, Germany.,Faculty of Mathematics and Natural Sciences, University of Cologne, Cologne, Germany
| | | | - Merle C Hoenig
- Faculty of Medicine and University Hospital Cologne, Department of Nuclear Medicine, University of Cologne, Cologne, Germany.,Institute for Neuroscience and Medicine II, Molecular Organization of the Brain, Research Center Juelich, Juelich, Germany
| | - Thilo van Eimeren
- Faculty of Medicine and University Hospital Cologne, Department of Nuclear Medicine, University of Cologne, Cologne, Germany.,Faculty of Medicine and University Hospital Cologne, Department of Neurology, University of Cologne, Cologne, Germany
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Association of Long-Term Speech Therapy and Neuromodulation in Primary Progressive Aphasia: Lessons from a Case Report. CLINICAL AND TRANSLATIONAL NEUROSCIENCE 2022. [DOI: 10.3390/ctn6030017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Primary progressive aphasia (PPA) is a neurodegenerative disorder with a progressive loss of language. Long-term support requires speech therapy but also individually set training programs. Here we propose an 8-month individualized speech-training program which alternates 3-week periods of transcranial direct current stimulation (tDCS) treatment with intensive daily language exercises and a 3-week period without tDCS treatment and a less intensive language exercise from home in a patient with non-fluent variant PPA (nfvPPA). The endpoints were the following: adherence to this program, language data after 8 months, questionnaires related to emotional valence, and brain volume changes. The results showed a persistent adherence after 8 months and a positive compliance reported by both the patient and the partner. The language evaluation showed a clinical stabilization. Moreover, a significant and positive influence of tDCS on mood was observed. This is, to our knowledge, the first ever published report of a combined neuromodulation and language training during the course of 8 months. Our finding suggests the feasibility of programs integrating hospital speech therapy, home training, and tDCS modulation in PPA. Further studies should be conducted in order to disentangle the contextual influences on language performance from the tDCS intervention effects and to address the observation of an initial improvement and a subsequent stabilization effect of language performances.
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A comparison of automated atrophy measures across the frontotemporal dementia spectrum: Implications for trials. NEUROIMAGE-CLINICAL 2021; 32:102842. [PMID: 34626889 PMCID: PMC8503665 DOI: 10.1016/j.nicl.2021.102842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 08/13/2021] [Accepted: 09/23/2021] [Indexed: 11/22/2022]
Abstract
Background Frontotemporal dementia (FTD) is a common cause of young onset dementia, and whilst there are currently no treatments, there are several promising candidates in development and early phase trials. Comprehensive investigations of neuroimaging markers of disease progression across the full spectrum of FTD disorders are lacking and urgently needed to facilitate these trials. Objective To investigate the comparative performance of multiple automated segmentation and registration pipelines used to quantify longitudinal whole-brain atrophy across the clinical, genetic and pathological subgroups of FTD, in order to inform upcoming trials about suitable neuroimaging-based endpoints. Methods Seventeen fully automated techniques for extracting whole-brain atrophy measures were applied and directly compared in a cohort of 226 participants who had undergone longitudinal structural 3D T1-weighted imaging. Clinical diagnoses were behavioural variant FTD (n = 56) and primary progressive aphasia (PPA, n = 104), comprising semantic variant PPA (n = 38), non-fluent variant PPA (n = 42), logopenic variant PPA (n = 18), and PPA-not otherwise specified (n = 6). 49 of these patients had either a known pathogenic mutation or postmortem confirmation of their underlying pathology. 66 healthy controls were included for comparison. Sample size estimates to detect a 30% reduction in atrophy (80% power; 0.05 significance) were computed to explore the relative feasibility of these brain measures as surrogate markers of disease progression and their ability to detect putative disease-modifying treatment effects. Results Multiple automated techniques showed great promise, detecting significantly increased rates of whole-brain atrophy (p<0.001) and requiring sample sizes of substantially less than 100 patients per treatment arm. Across the different FTD subgroups, direct measures of volume change consistently outperformed their indirect counterparts, irrespective of the initial segmentation quality. Significant differences in performance were found between both techniques and patient subgroups, highlighting the importance of informed biomarker choice based on the patient population of interest. Conclusion This work expands current knowledge and builds on the limited longitudinal investigations currently available in FTD, as well as providing valuable information about the potential of fully automated neuroimaging biomarkers for sporadic and genetic FTD trials.
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Lombardi J, Mayer B, Semler E, Anderl‐Straub S, Uttner I, Kassubek J, Diehl‐Schmid J, Danek A, Levin J, Fassbender K, Fliessbach K, Schneider A, Huppertz H, Jahn H, Volk A, Kornhuber J, Landwehrmeyer B, Lauer M, Prudlo J, Wiltfang J, Schroeter ML, Ludolph A, Otto M. Quantifying progression in primary progressive aphasia with structural neuroimaging. Alzheimers Dement 2021; 17:1595-1609. [DOI: 10.1002/alz.12323] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 01/22/2021] [Accepted: 01/31/2021] [Indexed: 01/22/2023]
Affiliation(s)
| | - Benjamin Mayer
- Institute for Epidemiology and Medical Biometry University of Ulm Ulm Germany
| | - Elisa Semler
- Department of Neurology University Hospital Ulm Ulm Germany
| | | | - Ingo Uttner
- Department of Neurology University Hospital Ulm Ulm Germany
| | - Jan Kassubek
- Department of Neurology University Hospital Ulm Ulm Germany
| | - Janine Diehl‐Schmid
- Department of Psychiatry and Psychotherapy Technical University of Munich Munich Germany
- Munich Cluster for Systems Neurology (SyNergy) Munich Germany
| | - Adrian Danek
- Department of Neurology Ludwig‐Maximilians‐Universität München Munich Germany
| | - Johannes Levin
- Department of Neurology Ludwig‐Maximilians‐Universität München Munich Germany
- German Center for Neurodegenerative Diseases (DZNE) Munich Germany
- Munich Cluster for Systems Neurology (SyNergy) Munich Germany
| | - Klaus Fassbender
- Department of Neurology Saarland University Hospital Homburg Germany
| | - Klaus Fliessbach
- Department of Psychiatry and Psychotherapy University Hospital Bonn Bonn Germany
- German Center for Neurodegenerative Diseases (DZNE) Bonn Germany
| | - Anja Schneider
- Department of Psychiatry and Psychotherapy University Hospital Bonn Bonn Germany
- German Center for Neurodegenerative Diseases (DZNE) Bonn Germany
| | | | - Holger Jahn
- Department of Psychiatry and Psychotherapy University Hospital Hamburg Eppendorf Hamburg Germany
| | - Alexander Volk
- Institute for Human Genetics University Hospital Hamburg Eppendorf Hamburg Germany
| | - Johannes Kornhuber
- Department of Psychiatry and Psychotherapy University Hospital Erlangen Erlangen Germany
| | | | - Martin Lauer
- Department of Psychiatry and Psychotherapy University Hospital Würzburg Würzburg Germany
| | - Johannes Prudlo
- Department of Neurology University Medicine Rostock Rostock Germany
- German Center for Neurodegenerative Diseases (DZNE) Rostock Germany
| | - Jens Wiltfang
- Department of Psychiatry and Psychotherapy Medical University Göttingen Göttingen Germany
| | - Matthias L. Schroeter
- Max‐Planck‐Institute for Human Cognitive and Brain Sciences and Clinic for Cognitive Neurology University Hospital Leipzig Leipzig Germany
| | - Albert Ludolph
- Department of Neurology University Hospital Ulm Ulm Germany
| | - Markus Otto
- Department of Neurology University Hospital Ulm Ulm Germany
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Wisse LEM, Ungrady MB, Ittyerah R, Lim SA, Yushkevich PA, Wolk DA, Irwin DJ, Das SR, Grossman M. Cross-sectional and longitudinal medial temporal lobe subregional atrophy patterns in semantic variant primary progressive aphasia. Neurobiol Aging 2021; 98:231-241. [PMID: 33341654 PMCID: PMC8018475 DOI: 10.1016/j.neurobiolaging.2020.11.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Revised: 11/13/2020] [Accepted: 11/16/2020] [Indexed: 10/22/2022]
Abstract
T1-magnetic resonance imaging (MRI) studies report early atrophy in the left anterior temporal lobe, especially the perirhinal cortex, in semantic variant primary progressive aphasia (svPPA). Improved segmentation protocols using high-resolution T2-MRI have enabled fine-grained medial temporal lobe (MTL) subregional measurements, which may provide novel information on the atrophy pattern and disease progression in svPPA. We aimed to investigate the MTL subregional atrophy pattern cross-sectionally and longitudinally in patients with svPPA as compared with controls and patients with Alzheimer's disease (AD). MTL subregional volumes were obtained using the Automated Segmentation for Hippocampal Subfields software from high-resolution T2-MRIs in 15 svPPA, 37 AD, and 23 healthy controls. All MTL volumes were corrected for intracranial volume and parahippocampal cortices for slice number. Longitudinal atrophy rates of all subregions were obtained using an unbiased deformation-based morphometry pipeline in 6 svPPA patients, 9 controls, and 12 AD patients. Cross-sectionally, significant volume loss was observed in svPPA compared with controls in the left MTL, right cornu ammonis 1 (CA1), Brodmann area (BA)35, and BA36 (subdivisions of the perirhinal cortex). Compared with AD patients, svPPA patients had significantly smaller left CA1, BA35, and left and right BA36 volumes. Longitudinally, svPPA patients had significantly greater atrophy rates of left and right BA36 than controls but not relative to AD patients. Fine-grained analysis of MTL atrophy patterns provides information about the evolution of atrophy in svPPA. These results indicate that MTL subregional measures might be useful markers to track disease progression or for clinical trials in svPPA.
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Affiliation(s)
- Laura E M Wisse
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA; Department of Neurology, Penn Memory Center, University of Pennsylvania, Philadelphia, PA, USA; Department of Diagnostic Radiology, Lund University, Lund, Sweden.
| | - Molly B Ungrady
- Department of Neurology, Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Ranjit Ittyerah
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Sydney A Lim
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Paul A Yushkevich
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - David A Wolk
- Department of Neurology, Penn Memory Center, University of Pennsylvania, Philadelphia, PA, USA
| | - David J Irwin
- Department of Neurology, Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA; Department of Pathology and Laboratory Medicine, University of Pennsylvania School of Medicine Center for Neurodegenerative Disease Research (CNDR), University of Pennsylvania, Philadelphia, PA, USA
| | - Sandhitsu R Das
- Department of Neurology, Penn Memory Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Murray Grossman
- Department of Neurology, Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
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Häkkinen S, Chu SA, Lee SE. Neuroimaging in genetic frontotemporal dementia and amyotrophic lateral sclerosis. Neurobiol Dis 2020; 145:105063. [PMID: 32890771 DOI: 10.1016/j.nbd.2020.105063] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 07/30/2020] [Accepted: 08/26/2020] [Indexed: 02/06/2023] Open
Abstract
Frontotemporal dementia (FTD) and amyotrophic lateral sclerosis (ALS) have a strong clinical, genetic and pathological overlap. This review focuses on the current understanding of structural, functional and molecular neuroimaging signatures of genetic FTD and ALS. We overview quantitative neuroimaging studies on the most common genes associated with FTD (MAPT, GRN), ALS (SOD1), and both (C9orf72), and summarize visual observations of images reported in the rarer genes (CHMP2B, TARDBP, FUS, OPTN, VCP, UBQLN2, SQSTM1, TREM2, CHCHD10, TBK1).
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Affiliation(s)
- Suvi Häkkinen
- Memory and Aging Center, Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
| | - Stephanie A Chu
- Memory and Aging Center, Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
| | - Suzee E Lee
- Memory and Aging Center, Department of Neurology, University of California, San Francisco, San Francisco, CA, USA.
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10
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Filippi M, Sarasso E, Piramide N, Stojkovic T, Stankovic I, Basaia S, Fontana A, Tomic A, Markovic V, Stefanova E, Kostic VS, Agosta F. Progressive brain atrophy and clinical evolution in Parkinson's disease. NEUROIMAGE-CLINICAL 2020; 28:102374. [PMID: 32805678 PMCID: PMC7453060 DOI: 10.1016/j.nicl.2020.102374] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 07/08/2020] [Accepted: 08/04/2020] [Indexed: 02/07/2023]
Abstract
Cortical and subcortical atrophy is accelerated early after the onset of PD. Brain atrophy in PD progressed with cognitive, non-motor and mood deficits. Structural MRI may be useful for predicting disease progression in PD.
Clinical manifestations and evolution are very heterogeneous among individuals with Parkinson’s disease (PD). The aims of this study were to investigate the pattern of progressive brain atrophy in PD according to disease stage and to elucidate to what extent cortical thinning and subcortical atrophy are related to clinical motor and non-motor evolution. 154 patients at different PD stages were assessed over time using motor, non-motor and structural MRI evaluations for a maximum of 4 years. Cluster analysis defined clinical subtypes. Cortical thinning and subcortical atrophy were assessed at baseline in patients relative to 60 healthy controls. Longitudinal trends of brain atrophy progression were compared between PD clusters. The contribution of brain atrophy in predicting motor, non-motor, cognitive and mood deterioration was explored. Two main PD clusters were defined: mild (N = 87) and moderate-to-severe (N = 67). Two mild subtypes were further identified: mild motor-predominant (N = 43) and mild-diffuse (N = 44), with the latter group being older and having more severe non-motor and cognitive symptoms. The initial pattern of brain atrophy was more severe in patients with moderate-to-severe PD. Over time, mild-diffuse PD patients had the greatest brain atrophy accumulation in the cortex and the left hippocampus, while less distributed atrophy progression was observed in moderate-to-severe and mild motor-predominant patients. Baseline and 1-year cortical thinning was associated with long-term progression of motor, cognitive, non-motor and mood symptoms. Cortical and subcortical atrophy is accelerated early after the onset of PD and becomes prominent in later stages of disease according to the development of cognitive, non-motor and mood dysfunctions. Structural MRI may be useful for monitoring and predicting disease progression in PD.
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Affiliation(s)
- Massimo Filippi
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy; Neurology and Neurophysiology Units, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy.
| | - Elisabetta Sarasso
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Noemi Piramide
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
| | - Tanja Stojkovic
- Clinic of Neurology, School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Iva Stankovic
- Clinic of Neurology, School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Silvia Basaia
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Andrea Fontana
- Unit of Biostatistics, Fondazione IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Foggia, Italy
| | - Aleksandra Tomic
- Clinic of Neurology, School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Vladana Markovic
- Clinic of Neurology, School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Elka Stefanova
- Clinic of Neurology, School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Vladimir S Kostic
- Clinic of Neurology, School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Federica Agosta
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy
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11
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Suppa A, Fabbrini A, Guerra A, Petsas N, Asci F, Di Stasio F, Trebbastoni A, Vasselli F, De Lena C, Pantano P, Berardelli A. Altered speech-related cortical network in frontotemporal dementia. Brain Stimul 2020; 13:765-773. [PMID: 32289706 DOI: 10.1016/j.brs.2020.02.029] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 01/08/2020] [Accepted: 02/24/2020] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND In healthy subjects (HS), transcranial magnetic stimulation (TMS) demonstrated an increase in motor-evoked potential (MEP) amplitudes during specific linguistic tasks. This finding indicates functional connections between speech-related cortical areas and the dominant primary motor cortex (M1). OBJECTIVE To investigate M1 function with TMS and the speech-related cortical network with neuroimaging measures in frontotemporal dementia (FTD), including the non-fluent variant of primary progressive aphasia (nfv-PPA) and the behavioral variant of FTD (bv-FTD). METHODS M1 excitability changes during specific linguistc tasks were examined using TMS in 24 patients (15 with nfv-PPA and 9 with bv-FTD) and in 18 age-matched HS. In the same patients neuroimaging was used to assess changes in specific white matter (WM) bundles and grey matter (GM) regions involved in language processing, with diffusion tensor imaging (DTI) and voxel-based morphometry (VBM). RESULTS During the linguistic task, M1 excitability increased in HS, whereas in FTD patients it did not. M1 excitability changes were comparable in nfv-PPA and bv-FTD. DTI revealed decreased fractional anisotropy in the superior and inferior longitudinal and uncinate fasciculi. Moreover, VBM disclosed GM volume loss in the left frontal operculum though not in the parietal operculum or precentral gyrus. Furthermore, WM and GM changes were comparable in nfv-PPA and bv-FTD. There was no correlation between neurophysiological and neuroimaging changes in FTD. Atrophy in the left frontal operculum correlated with linguistic dysfunction, assessed by semantic and phonemic fluency tests. CONCLUSION We provide converging neurophysiological and neuroimaging evidence of abnormal speech-related cortical network activation in FTD.
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Affiliation(s)
- Antonio Suppa
- Department of Human Neurosciences, Sapienza University of Rome, Viale Dell'Università 30, 00185, Rome, Italy; IRCCS Neuromed, Via Atinense 18, 86077, Pozzilli, IS, Italy
| | | | - Andrea Guerra
- IRCCS Neuromed, Via Atinense 18, 86077, Pozzilli, IS, Italy
| | | | - Francesco Asci
- Department of Human Neurosciences, Sapienza University of Rome, Viale Dell'Università 30, 00185, Rome, Italy
| | - Flavio Di Stasio
- Department of Neurology, St John the Baptist Hospital, ACISMOM, 00148, Rome, Italy
| | - Alessandro Trebbastoni
- Department of Human Neurosciences, Sapienza University of Rome, Viale Dell'Università 30, 00185, Rome, Italy
| | - Federica Vasselli
- Department of Human Neurosciences, Sapienza University of Rome, Viale Dell'Università 30, 00185, Rome, Italy
| | - Carlo De Lena
- Department of Human Neurosciences, Sapienza University of Rome, Viale Dell'Università 30, 00185, Rome, Italy
| | - Patrizia Pantano
- Department of Human Neurosciences, Sapienza University of Rome, Viale Dell'Università 30, 00185, Rome, Italy; IRCCS Neuromed, Via Atinense 18, 86077, Pozzilli, IS, Italy
| | - Alfredo Berardelli
- Department of Human Neurosciences, Sapienza University of Rome, Viale Dell'Università 30, 00185, Rome, Italy; IRCCS Neuromed, Via Atinense 18, 86077, Pozzilli, IS, Italy.
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12
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Brown JA, Deng J, Neuhaus J, Sible IJ, Sias AC, Lee SE, Kornak J, Marx GA, Karydas AM, Spina S, Grinberg LT, Coppola G, Geschwind DH, Kramer JH, Gorno-Tempini ML, Miller BL, Rosen HJ, Seeley WW. Patient-Tailored, Connectivity-Based Forecasts of Spreading Brain Atrophy. Neuron 2019; 104:856-868.e5. [PMID: 31623919 DOI: 10.1016/j.neuron.2019.08.037] [Citation(s) in RCA: 66] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 06/12/2019] [Accepted: 08/22/2019] [Indexed: 12/16/2022]
Abstract
Neurodegenerative diseases appear to progress by spreading via brain connections. Here we evaluated this transneuronal degeneration hypothesis by attempting to predict future atrophy in a longitudinal cohort of patients with behavioral variant frontotemporal dementia (bvFTD) and semantic variant primary progressive aphasia (svPPA). We determined patient-specific "epicenters" at baseline, located each patient's epicenters in the healthy functional connectome, and derived two region-wise graph theoretical metrics to predict future atrophy: (1) shortest path length to the epicenter and (2) nodal hazard, the cumulative atrophy of a region's first-degree neighbors. Using these predictors and baseline atrophy, we could accurately predict longitudinal atrophy in most patients. The regions most vulnerable to subsequent atrophy were functionally connected to the epicenter and had intermediate levels of baseline atrophy. These findings provide novel, longitudinal evidence that neurodegeneration progresses along connectional pathways and, further developed, could lead to network-based clinical tools for prognostication and disease monitoring.
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Affiliation(s)
- Jesse A Brown
- University of California, San Francisco, Memory and Aging Center, Department of Neurology, San Francisco, CA, USA
| | - Jersey Deng
- University of California, San Francisco, Memory and Aging Center, Department of Neurology, San Francisco, CA, USA
| | - John Neuhaus
- University of California, San Francisco, Department of Epidemiology and Biostatistics, San Francisco, CA, USA
| | - Isabel J Sible
- University of California, San Francisco, Memory and Aging Center, Department of Neurology, San Francisco, CA, USA
| | - Ana C Sias
- University of California, San Francisco, Memory and Aging Center, Department of Neurology, San Francisco, CA, USA
| | - Suzee E Lee
- University of California, San Francisco, Memory and Aging Center, Department of Neurology, San Francisco, CA, USA
| | - John Kornak
- University of California, San Francisco, Department of Epidemiology and Biostatistics, San Francisco, CA, USA
| | - Gabe A Marx
- University of California, San Francisco, Memory and Aging Center, Department of Neurology, San Francisco, CA, USA
| | - Anna M Karydas
- University of California, San Francisco, Memory and Aging Center, Department of Neurology, San Francisco, CA, USA
| | - Salvatore Spina
- University of California, San Francisco, Memory and Aging Center, Department of Neurology, San Francisco, CA, USA
| | - Lea T Grinberg
- University of California, San Francisco, Memory and Aging Center, Department of Neurology, San Francisco, CA, USA
| | - Giovanni Coppola
- University of California, Los Angeles, Department of Neurology and Department of Psychiatry, Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA, USA
| | - Dan H Geschwind
- University of California, Los Angeles, Department of Neurology and Department of Psychiatry, Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA, USA
| | - Joel H Kramer
- University of California, San Francisco, Memory and Aging Center, Department of Neurology, San Francisco, CA, USA
| | - Maria Luisa Gorno-Tempini
- University of California, San Francisco, Memory and Aging Center, Department of Neurology, San Francisco, CA, USA
| | - Bruce L Miller
- University of California, San Francisco, Memory and Aging Center, Department of Neurology, San Francisco, CA, USA
| | - Howard J Rosen
- University of California, San Francisco, Memory and Aging Center, Department of Neurology, San Francisco, CA, USA
| | - William W Seeley
- University of California, San Francisco, Memory and Aging Center, Department of Neurology, San Francisco, CA, USA.
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13
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Whitwell JL. FTD spectrum: Neuroimaging across the FTD spectrum. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2019; 165:187-223. [PMID: 31481163 DOI: 10.1016/bs.pmbts.2019.05.009] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Frontotemporal dementia is a complex and heterogeneous neurodegenerative disease that encompasses many clinical syndromes, pathological diseases, and genetic mutations. Neuroimaging has played a critical role in our understanding of the underlying pathophysiology of frontotemporal dementia and provided biomarkers to aid diagnosis. Early studies defined patterns of neurodegeneration and hypometabolism associated with the clinical, pathological and genetic aspects of frontotemporal dementia, with more recent studies highlighting how the breakdown of structural and functional brain networks define frontotemporal dementia. Molecular positron emission tomography ligands allowing the in vivo imaging of tau proteins have also provided important insights, although more work is needed to understand the biology of the currently available ligands.
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14
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Giannini LAA, Xie SX, McMillan CT, Liang M, Williams A, Jester C, Rascovsky K, Wolk DA, Ash S, Lee EB, Trojanowski JQ, Grossman M, Irwin DJ. Divergent patterns of TDP-43 and tau pathologies in primary progressive aphasia. Ann Neurol 2019; 85:630-643. [PMID: 30851133 PMCID: PMC6538935 DOI: 10.1002/ana.25465] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Revised: 03/06/2019] [Accepted: 03/07/2019] [Indexed: 01/08/2023]
Abstract
OBJECTIVE To measure postmortem burden of frontotemporal lobar degeneration (FTLD) with TDP-43 (FTLD-TDP) or tau (FTLD-Tau) proteinopathy across hemispheres in primary progressive aphasia (PPA) using digital histopathology and to identify clinicopathological correlates of these distinct proteinopathies. METHODS In an autopsy cohort of PPA (FTLD-TDP = 13, FTLD-Tau = 14), we analyzed laterality and regional distribution of postmortem pathology, quantified using a validated digital histopathological approach, in available brain tissue from up to 8 cortical regions bilaterally. We related digital pathology to antemortem structural neuroimaging and specific clinical language features. RESULTS Postmortem cortical pathology was left-lateralized in both FTLD-TDP (beta = -0.15, standard error [SE] = 0.05, p = 0.007) and FTLD-Tau (beta = -0.09, SE = 0.04, p = 0.015), but the degree of lateralization decreased with greater overall dementia severity before death (beta = -8.18, SE = 3.22, p = 0.015). Among 5 core pathology regions sampled, we found greatest pathology in left orbitofrontal cortex (OFC) in FTLD-TDP, which was greater than in FTLD-Tau (F = 47.07, df = 1,17, p < 0.001), and in left midfrontal cortex (MFC) in FTLD-Tau, which was greater than in FTLD-TDP (F = 19.34, df = 1,16, p < 0.001). Postmortem pathology was inversely associated with antemortem magnetic resonance imaging cortical thickness (beta = -0.04, SE = 0.01, p = 0.007) in regions matching autopsy sampling. Irrespective of PPA syndromic variant, single-word comprehension impairment was associated with greater left OFC pathology (t = -3.72, df = 10.72, p = 0.004) and nonfluent speech with greater left MFC pathology (t = -3.62, df = 12.00, p = 0.004) among the 5 core pathology regions. INTERPRETATION In PPA, FTLD-TDP and FTLD-Tau have divergent anatomic distributions of left-lateralized postmortem pathology that relate to antemortem structural imaging and distinct language deficits. Although other brain regions may be implicated in neural networks supporting these complex language measures, our observations may eventually help to improve antemortem diagnosis of neuropathology in PPA. Ann Neurol 2019;85:630-643.
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Affiliation(s)
- Lucia A A Giannini
- Penn Frontotemporal Degeneration Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Digital Neuropathology Laboratory, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Department of Neurology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Sharon X Xie
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Corey T McMillan
- Penn Frontotemporal Degeneration Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Mendy Liang
- Penn Frontotemporal Degeneration Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Digital Neuropathology Laboratory, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Andrew Williams
- Penn Frontotemporal Degeneration Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Digital Neuropathology Laboratory, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Charles Jester
- Penn Frontotemporal Degeneration Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Katya Rascovsky
- Penn Frontotemporal Degeneration Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - David A Wolk
- Alzheimer's Disease Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Sharon Ash
- Penn Frontotemporal Degeneration Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Edward B Lee
- Center for Neurodegenerative Disease Research, Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Translational Neuropathology Research Laboratory, Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - John Q Trojanowski
- Center for Neurodegenerative Disease Research, Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Murray Grossman
- Penn Frontotemporal Degeneration Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - David J Irwin
- Penn Frontotemporal Degeneration Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Digital Neuropathology Laboratory, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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15
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Rogalski EJ, Sridhar J, Martersteck A, Rader B, Cobia D, Arora AK, Fought AJ, Bigio EH, Weintraub S, Mesulam MM, Rademaker A. Clinical and cortical decline in the aphasic variant of Alzheimer's disease. Alzheimers Dement 2019; 15:543-552. [PMID: 30765195 DOI: 10.1016/j.jalz.2018.12.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Revised: 10/18/2018] [Accepted: 12/02/2018] [Indexed: 11/16/2022]
Abstract
INTRODUCTION Primary progressive aphasia (PPA) displays variable progression trajectories that require further elucidation. METHODS Longitudinal quantitation of atrophy and language over 12 months was completed for PPA patients with and without positive amyloid PET (PPAAβ+ and PPAAβ-), an imaging biomarker of underlying Alzheimer's disease. RESULTS Over 12 months, both PPA groups showed significantly greater cortical atrophy rates in the left versus right hemisphere, with a more widespread pattern in PPAAβ+. The PPAAβ+ group also showed greater decline in performance on most language tasks. There was no obligatory relationship between the logopenic PPA variant and amyloid status. Effect sizes from quantitative MRI data were more robust than neuropsychological metrics. DISCUSSION Preferential language network neurodegeneration is present in PPA irrespective of amyloid status. Clinical and anatomical progression appears to differ for PPA due to Alzheimer's disease versus non-Alzheimer's disease neuropathology, a distinction that may help to inform prognosis and the design of intervention trials.
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Affiliation(s)
- Emily Joy Rogalski
- Cognitive Neurology and Alzheimer's Disease Center, Northwestern University (NU) Feinberg School of Medicine, Chicago, IL, USA; NU Feinberg School of Medicine, Department of Psychiatry and Behavioral Sciences, Chicago, IL, USA.
| | - Jaiashre Sridhar
- Cognitive Neurology and Alzheimer's Disease Center, Northwestern University (NU) Feinberg School of Medicine, Chicago, IL, USA
| | - Adam Martersteck
- Cognitive Neurology and Alzheimer's Disease Center, Northwestern University (NU) Feinberg School of Medicine, Chicago, IL, USA
| | - Benjamin Rader
- Cognitive Neurology and Alzheimer's Disease Center, Northwestern University (NU) Feinberg School of Medicine, Chicago, IL, USA
| | - Derin Cobia
- Department of Psychology, Brigham Young University, Provo, UT, USA
| | - Anupa K Arora
- Avid Radiopharmaceuticals Inc, Philadelphia, PA, USA
| | - Angela J Fought
- NU Feinberg School of Medicine, Department of Preventive Medicine, Chicago, IL, USA
| | - Eileen H Bigio
- NU Feinberg School of Medicine, Department of Pathology, Chicago, IL, USA
| | - Sandra Weintraub
- Cognitive Neurology and Alzheimer's Disease Center, Northwestern University (NU) Feinberg School of Medicine, Chicago, IL, USA; NU Feinberg School of Medicine, Department of Psychiatry and Behavioral Sciences, Chicago, IL, USA
| | - Marek-Marsel Mesulam
- Cognitive Neurology and Alzheimer's Disease Center, Northwestern University (NU) Feinberg School of Medicine, Chicago, IL, USA; NU Feinberg School of Medicine, Department of Neurology, Chicago, IL, USA
| | - Alfred Rademaker
- NU Feinberg School of Medicine, Department of Preventive Medicine, Chicago, IL, USA
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16
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Risacher SL, Saykin AJ. Neuroimaging in aging and neurologic diseases. HANDBOOK OF CLINICAL NEUROLOGY 2019; 167:191-227. [PMID: 31753134 DOI: 10.1016/b978-0-12-804766-8.00012-1] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Neuroimaging biomarkers for neurologic diseases are important tools, both for understanding pathology associated with cognitive and clinical symptoms and for differential diagnosis. This chapter explores neuroimaging measures, including structural and functional measures from magnetic resonance imaging (MRI) and molecular measures primarily from positron emission tomography (PET), in healthy aging adults and in a number of neurologic diseases. The spectrum covers neuroimaging measures from normal aging to a variety of dementias: late-onset Alzheimer's disease [AD; including mild cognitive impairment (MCI)], familial and nonfamilial early-onset AD, atypical AD syndromes, posterior cortical atrophy (PCA), logopenic aphasia (lvPPA), cerebral amyloid angiopathy (CAA), vascular dementia (VaD), sporadic and familial behavioral-variant frontotemporal dementia (bvFTD), semantic dementia (SD), progressive nonfluent aphasia (PNFA), frontotemporal dementia with motor neuron disease (FTD-MND), frontotemporal dementia with amyotrophic lateral sclerosis (FTD-ALS), corticobasal degeneration (CBD), progressive supranuclear palsy (PSP), dementia with Lewy bodies (DLB), Parkinson's disease (PD) with and without dementia, and multiple systems atrophy (MSA). We also include a discussion of the appropriate use criteria (AUC) for amyloid imaging and conclude with a discussion of differential diagnosis of neurologic dementia disorders in the context of neuroimaging.
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Affiliation(s)
- Shannon L Risacher
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Andrew J Saykin
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, United States.
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17
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Routier A, Habert MO, Bertrand A, Kas A, Sundqvist M, Mertz J, David PM, Bertin H, Belliard S, Pasquier F, Bennys K, Martinaud O, Etcharry-Bouyx F, Moreaud O, Godefroy O, Pariente J, Puel M, Couratier P, Boutoleau-Bretonnière C, Laurent B, Migliaccio R, Dubois B, Colliot O, Teichmann M. Structural, Microstructural, and Metabolic Alterations in Primary Progressive Aphasia Variants. Front Neurol 2018; 9:766. [PMID: 30279675 PMCID: PMC6153366 DOI: 10.3389/fneur.2018.00766] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Accepted: 08/23/2018] [Indexed: 01/18/2023] Open
Abstract
Neuroimaging studies have described the brain alterations in primary progressive aphasia (PPA) variants (semantic, logopenic, nonfluent/agrammatic). However, few studies combined T1, FDG-PET, and diffusion MRI techniques to study atrophy, hypometabolism, and tract alterations across the three PPA main variants. We therefore explored a large early-stage cohort of semantic, logopenic and nonfluent/agrammatic variants (N = 86) and of 23 matched healthy controls with anatomical MRI (cortical thickness), FDG PET (metabolism) and diffusion MRI (white matter tracts analyses), aiming at identifying cortical and sub-cortical brain alterations, and confronting these alterations across imaging modalities and aphasia variants. In the semantic variant, there was cortical thinning and hypometabolism in anterior temporal cortices, with left-hemisphere predominance, extending toward posterior temporal regions, and affecting tracts projecting to the anterior temporal lobes (inferior longitudinal fasciculus, uncinate fasciculus) and tracts projecting to or running nearby posterior temporal cortices: (superior longitudinal fasciculus, inferior frontal-occipital fasciculus). In the logopenic variant metabolic alterations were more extensive than atrophy affecting mainly the left temporal-parietal junction and extending toward more anterior temporal cortices. Metabolic and tract data were coherent given the alterations of the left superior and inferior longitudinal fasciculus and the left inferior frontal-occipital fasciculus. In the nonfluent/agrammatic variant cortical thinning and hypometabolism were located in the left frontal cortex but Broca's area was only affected on metabolic measures. Metabolic and tract alterations were coherent as reflected by damage to the left uncinate fasciculus connecting with Broca's area. Our findings provide a full-blown statistically robust picture of brain alterations in early-stage variants of primary progressive aphasia which has implications for diagnosis, classification and future therapeutic strategies. They demonstrate that in logopenic and semantic variants patterns of brain damage display a non-negligible overlap in temporal regions whereas they are substantially distinct in the nonfluent/agrammatic variant (frontal regions). These results also indicate that frontal networks (combinatorial syntax/phonology) and temporal networks (lexical/semantic representations) constitute distinct anatomo-functional entities with differential vulnerability to degenerative processes in aphasia variants. Finally, the identification of the specific damage patterns could open an avenue for trans-cranial stimulation approaches by indicating the appropriate target-entry into the damaged language system.
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Affiliation(s)
- Alexandre Routier
- Institut du Cerveau et de la Moelle épinière, ICM, Inserm U 1127, CNRS UMR 7225, Sorbonne Université, FrontLab, Paris, France.,Inria, Aramis Project-Team, Paris, France
| | - Marie-Odile Habert
- Laboratoire d'Imagerie Biomédicale, Sorbonne Université, Inserm U 1146, CNRS UMR, Paris, France.,AP-HP, Hôpital Pitié-Salpêtrière, Department of Nuclear Medicine, Paris, France.,Centre Acquisition et Traitement des Images, Paris, France
| | - Anne Bertrand
- Inria, Aramis Project-Team, Paris, France.,Institut du Cerveau et de la Moelle épinière, ICM, Inserm U 1127, CNRS UMR 7225, Sorbonne Université, AP-HP, Paris, France.,AP-HP, Hôpital Saint Antoine, Department of Radiology, Paris, France
| | - Aurélie Kas
- Laboratoire d'Imagerie Biomédicale, Sorbonne Université, Inserm U 1146, CNRS UMR, Paris, France.,AP-HP, Hôpital Pitié-Salpêtrière, Department of Nuclear Medicine, Paris, France
| | - Martina Sundqvist
- Institut du Cerveau et de la Moelle épinière, ICM, Inserm U 1127, CNRS UMR 7225, Sorbonne Université, FrontLab, Paris, France.,Inria, Aramis Project-Team, Paris, France
| | | | - Pierre-Maxime David
- Department of Nuclear Medicine, European Hospital Georges Pompidou, Paris, France
| | - Hugo Bertin
- Laboratoire d'Imagerie Biomédicale, Sorbonne Université, Inserm U 1146, CNRS UMR, Paris, France.,AP-HP, Hôpital Pitié-Salpêtrière, Department of Nuclear Medicine, Paris, France.,Centre Acquisition et Traitement des Images, Paris, France
| | - Serge Belliard
- Normandie University, UNICAEN, EPHE, INSERM, U1077, Neuropsychologie et Imagerie de la Mémoire Humaine, Caen, France.,Department of Neurology, Memory Research and Resource Center for Alzheimer's Disease, University Hospital Pontchaillou, Rennes, France
| | - Florence Pasquier
- Department of Neurology, University Hospital of Lille, Lille, France
| | - Karim Bennys
- Department of Neurology, Memory Research and Resource Center for Alzheimer's Disease, University Hospital of Montpellier, Montpellier, France
| | - Olivier Martinaud
- Normandie University, UNICAEN, EPHE, INSERM, U1077, Neuropsychologie et Imagerie de la Mémoire Humaine, Caen, France.,Department of Neurology, University Hospital of Rouen, Rouen, France
| | - Frédérique Etcharry-Bouyx
- Department of Neurology, Memory Research and Resource Center for Alzheimer's Disease, University Hospital of Angers, Angers, France
| | - Olivier Moreaud
- Department of Psychiatry, Neurology and Rehabilitation University Hospital of Grenoble, Memory Research and Resource Center for Alzheimer's Disease, Grenoble, France
| | - Olivier Godefroy
- Department of Neurology and Laboratory of Functional Neurosciences (EA 4559), University Hospital of Amiens, Amiens, France
| | - Jérémie Pariente
- CHU Toulouse, Neurology Department, Toulouse, France.,INSERM/UPS, UMR 1214-ToNIC, Toulouse NeuroImaging Center, University of Toulouse III, Toulouse, France
| | - Michèle Puel
- CHU Toulouse, Neurology Department, Toulouse, France
| | - Philippe Couratier
- Department of Neurology, University Hospital of Limoges, Limoges, France
| | | | - Bernard Laurent
- Department of Neurology, University Hospital of Saint-Etienne, Saint-Etienne, France
| | - Raphaëlla Migliaccio
- Institut du Cerveau et de la Moelle épinière, ICM, Inserm U 1127, CNRS UMR 7225, Sorbonne Université, FrontLab, Paris, France.,Department of Neurology, Institute for Memory and Alzheimer's Disease, Pitié-Salpêtrière Hospital, AP-HP, Paris, France
| | - Bruno Dubois
- Institut du Cerveau et de la Moelle épinière, ICM, Inserm U 1127, CNRS UMR 7225, Sorbonne Université, FrontLab, Paris, France.,Department of Neurology, Institute for Memory and Alzheimer's Disease, Pitié-Salpêtrière Hospital, AP-HP, Paris, France.,National Reference Center for "PPA and rare dementias", Institute for Memory and Alzheimer's Disease, AP-HP, Paris, France
| | - Olivier Colliot
- Inria, Aramis Project-Team, Paris, France.,Institut du Cerveau et de la Moelle épinière, ICM, Inserm U 1127, CNRS UMR 7225, Sorbonne Université, Paris, France.,AP-HP, Departments of Neuroradiology and Neurology, Hôpital de la Pitié-Salpêtrière, Paris, France
| | - Marc Teichmann
- Institut du Cerveau et de la Moelle épinière, ICM, Inserm U 1127, CNRS UMR 7225, Sorbonne Université, FrontLab, Paris, France.,Department of Neurology, Institute for Memory and Alzheimer's Disease, Pitié-Salpêtrière Hospital, AP-HP, Paris, France.,National Reference Center for "PPA and rare dementias", Institute for Memory and Alzheimer's Disease, AP-HP, Paris, France
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18
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Borroni B, Benussi A, Premi E, Alberici A, Marcello E, Gardoni F, Di Luca M, Padovani A. Biological, Neuroimaging, and Neurophysiological Markers in Frontotemporal Dementia: Three Faces of the Same Coin. J Alzheimers Dis 2018; 62:1113-1123. [PMID: 29171998 PMCID: PMC5870000 DOI: 10.3233/jad-170584] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/06/2017] [Indexed: 12/12/2022]
Abstract
Frontotemporal dementia (FTD) is a heterogeneous clinical, genetic, and neuropathological disorder. Clinical diagnosis and prediction of neuropathological substrates are hampered by heterogeneous pictures. Diagnostic markers are key in clinical trials to differentiate FTD from other neurodegenerative dementias. In the same view, identifying the neuropathological hallmarks of the disease is key in light of future disease-modifying treatments. The aim of the present review is to unravel the progress in biomarker discovery, discussing the potential applications of available biological, imaging, and neurophysiological markers.
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Affiliation(s)
- Barbara Borroni
- Department of Clinical and Experimental Sciences, Neurology Unit, University of Brescia, Brescia, Italy
| | - Alberto Benussi
- Department of Clinical and Experimental Sciences, Neurology Unit, University of Brescia, Brescia, Italy
| | - Enrico Premi
- Department of Clinical and Experimental Sciences, Neurology Unit, University of Brescia, Brescia, Italy
| | - Antonella Alberici
- Department of Clinical and Experimental Sciences, Neurology Unit, University of Brescia, Brescia, Italy
| | - Elena Marcello
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Milan, Italy
| | - Fabrizio Gardoni
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Milan, Italy
| | - Monica Di Luca
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Milan, Italy
| | - Alessandro Padovani
- Department of Clinical and Experimental Sciences, Neurology Unit, University of Brescia, Brescia, Italy
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19
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Meeter LH, Kaat LD, Rohrer JD, van Swieten JC. Imaging and fluid biomarkers in frontotemporal dementia. Nat Rev Neurol 2017. [PMID: 28621768 DOI: 10.1038/nrneurol.2017.75] [Citation(s) in RCA: 133] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Frontotemporal dementia (FTD), the second most common type of presenile dementia, is a heterogeneous neurodegenerative disease characterized by progressive behavioural and/or language problems, and includes a range of clinical, genetic and pathological subtypes. The diagnostic process is hampered by this heterogeneity, and correct diagnosis is becoming increasingly important to enable future clinical trials of disease-modifying treatments. Reliable biomarkers will enable us to better discriminate between FTD and other forms of dementia and to predict disease progression in the clinical setting. Given that different underlying pathologies probably require specific pharmacological interventions, robust biomarkers are essential for the selection of patients with specific FTD subtypes. This Review emphasizes the increasing availability and potential applications of structural and functional imaging biomarkers, and cerebrospinal fluid and blood fluid biomarkers in sporadic and genetic FTD. The relevance of new MRI modalities - such as voxel-based morphometry, diffusion tensor imaging and arterial spin labelling - in the early stages of FTD is discussed, together with the ability of these modalities to classify FTD subtypes. We highlight promising new fluid biomarkers for staging and monitoring of FTD, and underline the importance of large, multicentre studies of individuals with presymptomatic FTD. Harmonization in the collection and analysis of data across different centres is crucial for the implementation of new biomarkers in clinical practice, and will become a great challenge in the next few years.
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Affiliation(s)
- Lieke H Meeter
- Department of Neurology, Erasmus Medical Center, 's Gravendijkwal 230, 3015 CE Rotterdam, Netherlands
| | - Laura Donker Kaat
- Department of Neurology, Erasmus Medical Center, 's Gravendijkwal 230, 3015 CE Rotterdam, Netherlands.,Department of Clinical Genetics, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, Netherlands
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative diseases, Institute of Neurology, Queen Square, University College London, London WC1N 3BG, UK
| | - John C van Swieten
- Department of Neurology, Erasmus Medical Center, 's Gravendijkwal 230, 3015 CE Rotterdam, Netherlands.,Department of Clinical Genetics, VU University Medical Center, De Boelelaan 1118, 1081 HZ Amsterdam, Netherlands
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20
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Gordon E, Rohrer JD, Fox NC. Advances in neuroimaging in frontotemporal dementia. J Neurochem 2017; 138 Suppl 1:193-210. [PMID: 27502125 DOI: 10.1111/jnc.13656] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2016] [Revised: 05/02/2016] [Accepted: 05/03/2016] [Indexed: 12/12/2022]
Abstract
Frontotemporal dementia (FTD) is a clinically and neuroanatomically heterogeneous neurodegenerative disorder with multiple underlying genetic and pathological causes. Whilst initial neuroimaging studies highlighted the presence of frontal and temporal lobe atrophy or hypometabolism as the unifying feature in patients with FTD, more detailed studies have revealed diverse patterns across individuals, with variable frontal or temporal predominance, differing degrees of asymmetry, and the involvement of other cortical areas including the insula and cingulate, as well as subcortical structures such as the basal ganglia and thalamus. Recent advances in novel imaging modalities including diffusion tensor imaging, resting-state functional magnetic resonance imaging and molecular positron emission tomography imaging allow the possibility of investigating alterations in structural and functional connectivity and the visualisation of pathological protein deposition. This review will cover the major imaging modalities currently used in research and clinical practice, focusing on the key insights they have provided into FTD, including the onset and evolution of pathological changes and also importantly their utility as biomarkers for disease detection and staging, differential diagnosis and measurement of disease progression. Validating neuroimaging biomarkers that are able to accomplish these tasks will be crucial for the ultimate goal of powering upcoming clinical trials by correctly stratifying patient enrolment and providing sensitive markers for evaluating the effects and efficacy of disease-modifying therapies. This review describes the key insights provided by research into the major neuroimaging modalities currently used in research and clinical practice, including what they tell us about the onset and evolution of FTD and how they may be used as biomarkers for disease detection and staging, differential diagnosis and measurement of disease progression. This article is part of the Frontotemporal Dementia special issue.
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Affiliation(s)
- Elizabeth Gordon
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK
| | - Jonathan D Rohrer
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK
| | - Nick C Fox
- Dementia Research Centre, Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK
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21
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Binney RJ, Pankov A, Marx G, He X, McKenna F, Staffaroni AM, Kornak J, Attygalle S, Boxer AL, Schuff N, Gorno‐Tempini M, Weiner MW, Kramer JH, Miller BL, Rosen HJ. Data-driven regions of interest for longitudinal change in three variants of frontotemporal lobar degeneration. Brain Behav 2017; 7:e00675. [PMID: 28413716 PMCID: PMC5390848 DOI: 10.1002/brb3.675] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Accepted: 02/04/2017] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION Longitudinal imaging of neurodegenerative disorders is a potentially powerful biomarker for use in clinical trials. In Alzheimer's disease, studies have demonstrated that empirically derived regions of interest (ROIs) can provide more reliable measurement of disease progression compared with anatomically defined ROIs. METHODS We set out to derive ROIs with optimal effect size for quantifying longitudinal change in a hypothetical clinical trial by comparing atrophy rates in 44 patients with behavioral variant of frontotemporal dementia (bvFTD), 30 with the semantic variant primary progressive aphasia (svPPA), and 26 with the nonfluent variant PPA (nfvPPA) to atrophy in 97 cognitively healthy controls. RESULTS The regions identified for each variant were generally what would be expected from prior studies of frontotemporal lobar degeneration (FTLD). Sample size estimates for detecting a 40% reduction in annual rate of ROI atrophy varied substantially across groups, being 103 per arm in bvFTD, 31 in nfvPPA, and 10 in svPPA, but in all groups were less than those estimated for a priori ROIs and clinical measures. The variability in location of peak regions of atrophy across individuals was highest in bvFTD and lowest in svPPA, likely relating to the differences in effect size. CONCLUSIONS These findings suggest that, while cross-validated maps of change can improve sensitivity to change in FTLD compared with a priori regions, the reliability of these maps differs considerably across syndromes. Future studies can utilize these maps to design clinical trials, and should try to identify factors accounting for the variability in patterns of atrophy across individuals, particularly those with bvFTD.
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Affiliation(s)
- Richard J. Binney
- Department of NeurologyMemory and Aging CenterUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Aleksandr Pankov
- Department of Epidemiology and BiostatisticsUniversity of California, San FranciscoSan FranciscoCAUSA
- Department of Neurological SurgeryUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Gabriel Marx
- Department of NeurologyMemory and Aging CenterUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Xuanzie He
- Department of NeurologyMemory and Aging CenterUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Faye McKenna
- Department of NeurologyMemory and Aging CenterUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Adam M. Staffaroni
- Department of NeurologyMemory and Aging CenterUniversity of California, San FranciscoSan FranciscoCAUSA
| | - John Kornak
- Department of Epidemiology and BiostatisticsUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Suneth Attygalle
- Department of NeurologyMemory and Aging CenterUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Adam L. Boxer
- Department of NeurologyMemory and Aging CenterUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Norbert Schuff
- Department of RadiologyUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Maria‐Luisa Gorno‐Tempini
- Department of NeurologyMemory and Aging CenterUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Michael W. Weiner
- Department of RadiologyUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Joel H. Kramer
- Department of NeurologyMemory and Aging CenterUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Bruce L. Miller
- Department of NeurologyMemory and Aging CenterUniversity of California, San FranciscoSan FranciscoCAUSA
| | - Howard J. Rosen
- Department of NeurologyMemory and Aging CenterUniversity of California, San FranciscoSan FranciscoCAUSA
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22
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Claassen DO, McDonell KE, Donahue M, Rawal S, Wylie SA, Neimat JS, Kang H, Hedera P, Zald D, Landman B, Dawant B, Rane S. Cortical asymmetry in Parkinson's disease: early susceptibility of the left hemisphere. Brain Behav 2016; 6:e00573. [PMID: 28031997 PMCID: PMC5167000 DOI: 10.1002/brb3.573] [Citation(s) in RCA: 61] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Revised: 07/05/2016] [Accepted: 08/08/2016] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND AND PURPOSE Clinically, Parkinson's disease (PD) presents with asymmetric motor symptoms. The left nigrostriatal system appears more susceptible to early degeneration than the right, and a left-lateralized pattern of early neuropathological changes is also described in several neurodegenerative conditions, including Alzheimer's disease, frontotemporal dementia, and Huntington's disease. In this study, we evaluated hemispheric differences in estimated rates of atrophy in a large, well-characterized cohort of PD patients. METHODS Our cohort included 205 PD patients who underwent clinical assessments and T1-weighted brain MRI's. Patients were classified into Early (n = 109) and Late stage (n = 96) based on disease duration, defined as greater than or less than 10 years of motor symptoms. Cortical thickness was determined using FreeSurfer, and a bootstrapped linear regression model was used to estimate differences in rates of atrophy between Early and Late patients. RESULTS Our results show that patients classified as Early stage exhibit a greater estimated rate of cortical atrophy in left frontal regions, especially the left insula and olfactory sulcus. This pattern was replicated in left-handed patients, and was not influenced by the degree of motor symptom asymmetry (i.e., left-sided predominant motor symptoms). Patients classified as Late stage exhibited greater atrophy in the bilateral occipital, and right hemisphere-predominant cortical areas. CONCLUSIONS We show that cortical degeneration in PD differs between cerebral hemispheres, and findings suggest a pattern of early left, and late right hemisphere with posterior cortical atrophy. Further investigation is warranted to elucidate the underlying mechanisms of this asymmetry and pathologic implications.
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Affiliation(s)
| | | | - Manus Donahue
- Vanderbilt University Institute of Imaging Science Nashville TN USA
| | - Shiv Rawal
- Meharry Medical College Nashville TN USA
| | - Scott A Wylie
- Department of Neurology Vanderbilt University Nashville TN USA
| | - Joseph S Neimat
- Department of Neurosurgery University of Louisville Louisville KY USA
| | - Hakmook Kang
- Department of Biostatistics Vanderbilt University Nashville TN USA
| | - Peter Hedera
- Department of Neurology Vanderbilt University Nashville TN USA
| | - David Zald
- Department of Psychology Vanderbilt University Nashville TN USA
| | - Bennett Landman
- Department of Electrical Engineering Vanderbilt University Nashville TN USA
| | - Benoit Dawant
- Department of Electrical Engineering Vanderbilt University Nashville TN USA
| | - Swati Rane
- Vanderbilt University Institute of Imaging Science Nashville TN USA
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23
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Grey Matter Density Predicts the Improvement of Naming Abilities After tDCS Intervention in Agrammatic Variant of Primary Progressive Aphasia. Brain Topogr 2016; 29:738-51. [DOI: 10.1007/s10548-016-0494-2] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Accepted: 05/07/2016] [Indexed: 12/22/2022]
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24
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Leyton CE, Britton AK, Hodges JR, Halliday GM, Kril JJ. Distinctive pathological mechanisms involved in primary progressive aphasias. Neurobiol Aging 2016; 38:82-92. [DOI: 10.1016/j.neurobiolaging.2015.10.017] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Revised: 10/16/2015] [Accepted: 10/17/2015] [Indexed: 12/12/2022]
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25
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Pankov A, Binney RJ, Staffaroni AM, Kornak J, Attygalle S, Schuff N, Weiner MW, Kramer JH, Dickerson BC, Miller BL, Rosen HJ. Data-driven regions of interest for longitudinal change in frontotemporal lobar degeneration. NEUROIMAGE-CLINICAL 2015; 12:332-40. [PMID: 27547726 PMCID: PMC4983147 DOI: 10.1016/j.nicl.2015.08.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Current research is investigating the potential utility of longitudinal measurement of brain structure as a marker of drug effect in clinical trials for neurodegenerative disease. Recent studies in Alzheimer's disease (AD) have shown that measurement of change in empirically derived regions of interest (ROIs) allows more reliable measurement of change over time compared with regions chosen a-priori based on known effects of AD on brain anatomy. Frontotemporal lobar degeneration (FTLD) is a devastating neurodegenerative disorder for which there are no approved treatments. The goal of this study was to identify an empirical ROI that maximizes the effect size for the annual rate of brain atrophy in FTLD compared with healthy age matched controls, and to estimate the effect size and associated power estimates for a theoretical study that would use change within this ROI as an outcome measure. Eighty six patients with FTLD were studied, including 43 who were imaged twice at 1.5 T and 43 at 3 T, along with 105 controls (37 imaged at 1.5 T and 67 at 3 T). Empirically-derived maps of change were generated separately for each field strength and included the bilateral insula, dorsolateral, medial and orbital frontal, basal ganglia and lateral and inferior temporal regions. The extent of regions included in the 3 T map was larger than that in the 1.5 T map. At both field strengths, the effect sizes for imaging were larger than for any clinical measures. At 3 T, the effect size for longitudinal change measured within the empirically derived ROI was larger than the effect sizes derived from frontal lobe, temporal lobe or whole brain ROIs. The effect size derived from the data-driven 1.5 T map was smaller than at 3 T, and was not larger than the effect size derived from a-priori ROIs. It was estimated that measurement of longitudinal change using 1.5 T MR systems requires approximately a 3-fold increase in sample size to obtain effect sizes equivalent to those seen at 3 T. While the results should be confirmed in additional datasets, these results indicate that empirically derived ROIs can reduce the number of subjects needed for a longitudinal study of drug effects in FTLD compared with a-priori ROIs. Field strength may have a significant impact on the utility of imaging for measuring longitudinal change.
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Affiliation(s)
- Aleksandr Pankov
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, CA, USA; Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
| | - Richard J Binney
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, San Francisco, CA, USA
| | - Adam M Staffaroni
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, San Francisco, CA, USA
| | - John Kornak
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Suneth Attygalle
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, San Francisco, CA, USA
| | - Norbert Schuff
- Department of Radiology, University of California, San Francisco, San Francisco, CA, USA
| | - Michael W Weiner
- Department of Radiology, University of California, San Francisco, San Francisco, CA, USA
| | - Joel H Kramer
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, San Francisco, CA, USA
| | | | - Bruce L Miller
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, San Francisco, CA, USA
| | - Howard J Rosen
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, San Francisco, CA, USA
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26
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Jung Y, Whitwell JL, Duffy JR, Strand EA, Machulda MM, Senjem ML, Jack CR, Lowe VJ, Josephs KA. Regional β-amyloid burden does not correlate with cognitive or language deficits in Alzheimer's disease presenting as aphasia. Eur J Neurol 2015; 23:313-9. [PMID: 26101072 DOI: 10.1111/ene.12761] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Accepted: 04/27/2015] [Indexed: 12/01/2022]
Abstract
BACKGROUND AND PURPOSE A subset of patients with Alzheimer's disease (AD) present with early and prominent language impairment (aphasic AD). Our previous study demonstrated an association between global β-amyloid burden measured on [(11)C] Pittsburgh compound B (PiB) positron emission tomography and general cognitive impairment, but not with aphasia, in such subjects. As a follow-up, whether there is any association between regional β-amyloid burden, atrophy on magnetic resonance imaging (MRI) and global cognitive impairment, aphasia or other cognitive and functional impairment in aphasic AD is assessed. METHODS Forty-four aphasic AD subjects who underwent PiB scanning and volumetric MRI and were determined to be positive for β-amyloid deposition were analyzed. All had completed detailed neurological, neuropsychological and language batteries. Spearman's rank-order correlation was utilized to assess for associations. RESULTS Greater visuospatial impairment was associated with increased β-amyloid burden in the primary visual cortex (P = 0.001). Although there were many trends for associations between neurocognitive and language deficits and regional β-amyloid burden, there were no strong associations that survived correction for multiple comparisons. However, neurocognitive and language impairment in these subjects strongly correlated with the degree of left lateral temporal and inferior parietal atrophy (P < 0.004). CONCLUSIONS The findings from this study suggest a close relation between the severity of regional atrophy and cognitive and language impairment, but argue against a strong association between regional β-amyloid burden and such deficits in aphasic AD subjects. Hence, other pathological factors may be driving the previously identified association between global β-amyloid deposition and general cognitive impairment in aphasic AD.
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Affiliation(s)
- Y Jung
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - J L Whitwell
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - J R Duffy
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - E A Strand
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - M M Machulda
- Department of Psychiatry and Psychology (Neuropsychology), Mayo Clinic, Rochester, MN, USA
| | - M L Senjem
- Department of Information Technology, Mayo Clinic, Rochester, MN, USA
| | - C R Jack
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - V J Lowe
- Department of Nuclear Medicine, Mayo Clinic, Rochester, MN, USA
| | - K A Josephs
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
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King A, Bodi I, Nolan M, Troakes C, Al-Sarraj S. Assessment of the degree of asymmetry of pathological features in neurodegenerative diseases. What is the significance for brain banks? J Neural Transm (Vienna) 2015; 122:1499-508. [PMID: 26021735 DOI: 10.1007/s00702-015-1410-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2015] [Accepted: 05/15/2015] [Indexed: 01/08/2023]
Abstract
Brain banks allow researchers access to tissue from well-characterised neurodegenerative disease cases. Fixed tissue employed for diagnosis is often not appropriate for research and frozen tissue is therefore made available. Many brain banks use a protocol where half the brain is fixed and half frozen. Recently a study has shown that there can be asymmetry in protein deposition between the hemispheres especially with tau and TDP-43. We aimed to test this hypothesis by prospectively taking bilateral cortical blocks from 30 brains on arrival, and immunostaining to assess the degree of asymmetry. In 6 out 14 cases of AD (Alzheimer's Disease) (Modified Braak Stage V-VI), there was some asymmetrical staining for tau. In 2 cases, there was moderate discrepancy for tau staining between left and right calcarine cortices. However, careful analysis in both these cases revealed discrepancies in tau staining in adjacent regions even on the same side. The α-synuclein staining showed asymmetry in one case only, the Aβ showed only mild asymmetry in 3 cases of AD. The TDP-43 pathology appeared symmetrical in the 2 cases of frontotemporal lobar degeneration with motor neurone disease, but there was asymmetry noted when seen in conjunction with AD. In conclusion, there is the potential for asymmetrical pathology in neurodegenerative diseases and caution should be maintained when freezing half and fixing half of the brain in neurodegenerative diseases. Nevertheless, marked variability in staining can also be identified in adjacent cortical areas so there is no guarantee that an alternative strategy would be superior.
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Affiliation(s)
- Andrew King
- Department of Clinical Neuropathology, King's College Hospital, Denmark Hill, London, SE5 9RS, UK. .,MRC London Neurodegenerative Diseases Brain Bank, Institute of Psychiatry, Psychology and Neuroscience, King's College, London, SE5 8AF, UK.
| | - Istvan Bodi
- Department of Clinical Neuropathology, King's College Hospital, Denmark Hill, London, SE5 9RS, UK.,MRC London Neurodegenerative Diseases Brain Bank, Institute of Psychiatry, Psychology and Neuroscience, King's College, London, SE5 8AF, UK
| | - Matthew Nolan
- MRC London Neurodegenerative Diseases Brain Bank, Institute of Psychiatry, Psychology and Neuroscience, King's College, London, SE5 8AF, UK
| | - Claire Troakes
- MRC London Neurodegenerative Diseases Brain Bank, Institute of Psychiatry, Psychology and Neuroscience, King's College, London, SE5 8AF, UK
| | - Safa Al-Sarraj
- Department of Clinical Neuropathology, King's College Hospital, Denmark Hill, London, SE5 9RS, UK.,MRC London Neurodegenerative Diseases Brain Bank, Institute of Psychiatry, Psychology and Neuroscience, King's College, London, SE5 8AF, UK
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Affiliation(s)
- Jonathan D Rohrer
- UCL Institute of Neurology, University College London, Queen Square, London, WC1N 3BG, UK
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Diehl-Schmid J, Onur OA, Kuhn J, Gruppe T, Drzezga A. Imaging Frontotemporal Lobar Degeneration. Curr Neurol Neurosci Rep 2014; 14:489. [DOI: 10.1007/s11910-014-0489-x] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Rogalski E, Cobia D, Martersteck A, Rademaker A, Wieneke C, Weintraub S, Mesulam MM. Asymmetry of cortical decline in subtypes of primary progressive aphasia. Neurology 2014; 83:1184-91. [PMID: 25165386 DOI: 10.1212/wnl.0000000000000824] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE The aim of this study was to provide quantitative measures of changes in cortical atrophy over a 2-year period associated with 3 subtypes of primary progressive aphasia (PPA) using whole-brain vertex-wise and region-of-interest (ROI) neuroimaging methods. The purpose was to quantitate disease progression, establish an empirical basis for clinical expectations, and provide outcome measures for therapeutic trials. METHODS Changes in cortical thickness and volume loss as well as neuropsychological performance were assessed at baseline and 2-year follow-up in 26 patients who fulfilled criteria for logopenic (8 patients), agrammatic (10 patients), and semantic (8 patients) PPA subtypes. Whole-brain vertex-wise and ROI imaging analysis were conducted using the FreeSurfer longitudinal pipeline. RESULTS Clinical deficits and cortical atrophy patterns showed distinct patterns of change among the subtypes over 2 years. Results confirmed that progression for each of the 3 subtypes showed left greater than right hemisphere asymmetry. An ROI analysis also revealed that progression was greater within, rather than outside, the language network. CONCLUSIONS Preferential neurodegeneration of the left hemisphere language network is a common denominator for all 3 PPA subtypes, even as the disease progresses. Using a focal cortical language network ROI as an outcome measure of disease progression appears to be more sensitive than whole-brain or ventricular volume measures of change and may be helpful for designing future clinical trials in PPA.
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Affiliation(s)
- Emily Rogalski
- From the Cognitive Neurology and Alzheimer's Disease Center (E.R., A.M., C.W., S.W., M.-M.M.), and Departments of Psychiatry and Behavioral Sciences (D.C., S.W.), Preventative Medicine (A.R.), and Neurology (M.-M.M.), Northwestern University Feinberg School of Medicine, Chicago, IL.
| | - Derin Cobia
- From the Cognitive Neurology and Alzheimer's Disease Center (E.R., A.M., C.W., S.W., M.-M.M.), and Departments of Psychiatry and Behavioral Sciences (D.C., S.W.), Preventative Medicine (A.R.), and Neurology (M.-M.M.), Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Adam Martersteck
- From the Cognitive Neurology and Alzheimer's Disease Center (E.R., A.M., C.W., S.W., M.-M.M.), and Departments of Psychiatry and Behavioral Sciences (D.C., S.W.), Preventative Medicine (A.R.), and Neurology (M.-M.M.), Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Alfred Rademaker
- From the Cognitive Neurology and Alzheimer's Disease Center (E.R., A.M., C.W., S.W., M.-M.M.), and Departments of Psychiatry and Behavioral Sciences (D.C., S.W.), Preventative Medicine (A.R.), and Neurology (M.-M.M.), Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Christina Wieneke
- From the Cognitive Neurology and Alzheimer's Disease Center (E.R., A.M., C.W., S.W., M.-M.M.), and Departments of Psychiatry and Behavioral Sciences (D.C., S.W.), Preventative Medicine (A.R.), and Neurology (M.-M.M.), Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Sandra Weintraub
- From the Cognitive Neurology and Alzheimer's Disease Center (E.R., A.M., C.W., S.W., M.-M.M.), and Departments of Psychiatry and Behavioral Sciences (D.C., S.W.), Preventative Medicine (A.R.), and Neurology (M.-M.M.), Northwestern University Feinberg School of Medicine, Chicago, IL
| | - M-Marsel Mesulam
- From the Cognitive Neurology and Alzheimer's Disease Center (E.R., A.M., C.W., S.W., M.-M.M.), and Departments of Psychiatry and Behavioral Sciences (D.C., S.W.), Preventative Medicine (A.R.), and Neurology (M.-M.M.), Northwestern University Feinberg School of Medicine, Chicago, IL
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Faria AV, Sebastian R, Newhart M, Mori S, Hillis AE. Longitudinal Imaging and Deterioration in Word Comprehension in Primary Progressive Aphasia: Potential Clinical Significance. APHASIOLOGY 2014; 28:948-963. [PMID: 25435643 PMCID: PMC4243664 DOI: 10.1080/02687038.2014.911241] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
BACKGROUND Three variants of primary progressive aphasia (PPA), distinguished by language performance and supportive patterns of atrophy on imaging, have different clinical courses and the prognoses for specific functions. For example, semantic variant PPA alone is distinguished by impaired word comprehension. However, sometimes individuals with high education show normal performance on word comprehension tests early on, making classification difficult. Furthermore, as the condition progresses, individuals with other variants develop word comprehension deficits and other behavioral symptoms, making distinctions between variants less clear. Longitudinal brain imaging allows identification of specific areas of atrophy in individual patients, which identifies the location of disease in each patient. AIMS We hypothesized that the areas of atrophy in individual PPA participants would be closely correlated with decline in word comprehension over time. We propose that areas where tissue volume is correlated with word comprehension are areas that: (1) are essential for word comprehension, (2) compensate for word comprehension in some individuals with semantic variant PPA early in the course; and (3) show atrophy in individuals with logopenic and nonfluent variant PPA only late in the course. METHODS AND PROCEDURES Fifteen participants with PPA (5 logopenic variant PPA; 8 semantic variant PPA; 2 nonfluent/agrammatic variant PPA; mean age 67.8), underwent high resolution MRI and cognitive tests at least 9 months apart. The correlations between change in regional volumes and change in auditory word comprehension scores were investigated using Spearman test. OUTCOMES & RESULTS While scores on auditory word comprehension at Time 1 were correlated with volume loss in right and left temporal pole and left inferior temporal cortex (areas of atrophy associated with semantic variant PPA), deterioration in auditory word comprehension from Time 1 to Time 2 was associated with individual atrophy in left middle temporal cortex, left angular gyrus, and right inferior and middle temporal cortex. CONCLUSIONS Progressive atrophy in focal areas surrounding left temporal pole and left inferior temporal cortex, and right homologous area is closely related to progressive decline in auditory word comprehension. These correlations likely reflect areas that help support auditory word comprehension, effectively compensating for subtle deficits in some individuals early in the course of semantic variant PPA, as well as areas that are critical for auditory word comprehension that eventually atrophy in individuals with other variants of PPA. Individual patterns of atrophy also help us understand and predict the clinical course of individuals, such as associated behavioral or motor deficits.
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Affiliation(s)
- Andreia V. Faria
- Department of Radiology, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Rajani Sebastian
- Department of Neurology, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Baltimore MD 21287, USA
| | - Melissa Newhart
- Department of Neurology, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Baltimore MD 21287, USA
| | - Susumu Mori
- Department of Radiology, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Argye E. Hillis
- Department of Neurology, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Baltimore MD 21287, USA
- Department of Physical Medicine & Rehabilitation Medicine, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Baltimore MD 21287, USA
- Department of Cognitive Science, Johns Hopkins University, Baltimore, MD 21218, USA
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Harper L, Barkhof F, Scheltens P, Schott JM, Fox NC. An algorithmic approach to structural imaging in dementia. J Neurol Neurosurg Psychiatry 2014; 85:692-8. [PMID: 24133287 PMCID: PMC4033032 DOI: 10.1136/jnnp-2013-306285] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Accurate and timely diagnosis of dementia is important to guide management and provide appropriate information and support to patients and families. Currently, with the exception of individuals with genetic mutations, postmortem examination of brain tissue remains the only definitive means of establishing diagnosis in most cases, however, structural neuroimaging, in combination with clinical assessment, has value in improving diagnostic accuracy during life. Beyond the exclusion of surgical pathology, signal change and cerebral atrophy visible on structural MRI can be used to identify diagnostically relevant imaging features, which provide support for clinical diagnosis of neurodegenerative dementias. While no structural imaging feature has perfect sensitivity and specificity for a given diagnosis, there are a number of imaging characteristics which provide positive predictive value and help to narrow the differential diagnosis. While neuroradiological expertise is invaluable in accurate scan interpretation, there is much that a non-radiologist can gain from a focused and structured approach to scan analysis. In this article we describe the characteristic MRI findings of the various dementias and provide a structured algorithm with the aim of providing clinicians with a practical guide to assessing scans.
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Affiliation(s)
- Lorna Harper
- Department of Neurodegenerative Disease, Dementia Research Centre, UCL Institute of Neurology, , London, UK
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Abstract
Primary progressive aphasia is a neurodegenerative syndrome characterized by progressive language dysfunction. The majority of primary progressive aphasia cases can be classified into three subtypes: nonfluent/agrammatic, semantic, and logopenic variants. Each variant presents with unique clinical features, and is associated with distinctive underlying pathology and neuroimaging findings. Unlike primary progressive aphasia, apraxia of speech is a disorder that involves inaccurate production of sounds secondary to impaired planning or programming of speech movements. Primary progressive apraxia of speech is a neurodegenerative form of apraxia of speech, and it should be distinguished from primary progressive aphasia given its discrete clinicopathological presentation. Recently, there have been substantial advances in our understanding of these speech and language disorders. The clinical, neuroimaging, and histopathological features of primary progressive aphasia and apraxia of speech are reviewed in this article. The distinctions among these disorders for accurate diagnosis are increasingly important from a prognostic and therapeutic standpoint.
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Rohrer JD, Caso F, Mahoney C, Henry M, Rosen HJ, Rabinovici G, Rossor MN, Miller B, Warren JD, Fox NC, Ridgway GR, Gorno-Tempini ML. Patterns of longitudinal brain atrophy in the logopenic variant of primary progressive aphasia. BRAIN AND LANGUAGE 2013; 127:121-6. [PMID: 23395096 PMCID: PMC3880853 DOI: 10.1016/j.bandl.2012.12.008] [Citation(s) in RCA: 93] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2012] [Revised: 12/09/2012] [Accepted: 12/16/2012] [Indexed: 05/09/2023]
Abstract
The logopenic variant of primary progressive aphasia (PPA) is characterised by impaired sentence repetition and word retrieval difficulties. Post mortem studies, amyloid imaging and CSF tau/Aβ measurements suggest Alzheimer's disease (AD) pathology as the underlying cause. Relatively little is known about patterns of progression in patients with the logopenic variant of PPA. 21 patients (3 with post mortem confirmation of AD and 5 with positive amyloid PIB-PET scans) were studied with longitudinal T1-weighted MR imaging (mean interscan interval 1.2years) using volumetric analysis and voxel-based morphometry (VBM). Baseline imaging showed asymmetrical (left greater than right) involvement of the posterior superior temporal and inferior parietal lobes as well as posterior cingulate and medial temporal lobes. The whole brain rate of volume loss was 2.0% per year with a greater rate of left hemisphere atrophy (2.3%/year) than right hemisphere (1.6%/year). Longitudinal VBM analysis showed increasing involvement of other areas in the left hemisphere (temporal, parietal, frontal and caudate) and atrophy of areas in the right hemisphere that had been involved earlier in the disease in the left hemisphere, particularly posterior cingulate/precuneus. With disease progression there was worsening of anomia, sentence repetition and sentence comprehension but consistent with the spread of imaging changes also deficits in single word comprehension, single word repetition and verbal memory. This study shows that the logopenic variant of PPA remains an asymmetrical disease, with spread through the left hemisphere language network but also involvement to a lesser degree of regions in the right hemisphere that mirror the earlier left hemisphere changes.
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Affiliation(s)
- Jonathan D. Rohrer
- Dementia Research Centre, Institute of Neurology, University College London, Queen Square, London WC1N 3BG, UK
| | - Francesca Caso
- Memory and Aging Center, Department of Neurology, UCSF, 350 Parnassus Avenue, Suite 905, San Francisco, CA 94143-1207, United States
| | - Colin Mahoney
- Dementia Research Centre, Institute of Neurology, University College London, Queen Square, London WC1N 3BG, UK
| | - Maya Henry
- Memory and Aging Center, Department of Neurology, UCSF, 350 Parnassus Avenue, Suite 905, San Francisco, CA 94143-1207, United States
| | - Howard J. Rosen
- Memory and Aging Center, Department of Neurology, UCSF, 350 Parnassus Avenue, Suite 905, San Francisco, CA 94143-1207, United States
| | - Gil Rabinovici
- Memory and Aging Center, Department of Neurology, UCSF, 350 Parnassus Avenue, Suite 905, San Francisco, CA 94143-1207, United States
| | - Martin N. Rossor
- Dementia Research Centre, Institute of Neurology, University College London, Queen Square, London WC1N 3BG, UK
| | - Bruce Miller
- Memory and Aging Center, Department of Neurology, UCSF, 350 Parnassus Avenue, Suite 905, San Francisco, CA 94143-1207, United States
| | - Jason D. Warren
- Dementia Research Centre, Institute of Neurology, University College London, Queen Square, London WC1N 3BG, UK
| | - Nick C. Fox
- Dementia Research Centre, Institute of Neurology, University College London, Queen Square, London WC1N 3BG, UK
| | - Gerard R. Ridgway
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, Queen Square, London WC1N 3BG, UK
| | - Maria Luisa Gorno-Tempini
- Memory and Aging Center, Department of Neurology, UCSF, 350 Parnassus Avenue, Suite 905, San Francisco, CA 94143-1207, United States
- Corresponding author.
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Hsieh S, Irish M, Daveson N, Hodges JR, Piguet O. When one loses empathy: its effect on carers of patients with dementia. J Geriatr Psychiatry Neurol 2013; 26:174-84. [PMID: 23857888 DOI: 10.1177/0891988713495448] [Citation(s) in RCA: 92] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The effects of empathy loss in frontotemporal dementia (FTD) and Alzheimer disease (AD) on carer symptomatology were investigated. Carers of patients with 2 clinical subtypes of FTD (behavioral-variant FTD [bvFTD] = 18; semantic dementia [SD] = 14) and AD (n = 18) completed the Interpersonal Reactivity Index (IRI), a standardized questionnaire of empathy as well as a measure of perceived burden (Zarit Burden Interview) and the quality of the marital relationship (Intimate Bond Measure). Patient ratings were also obtained on the IRI. Loss of empathy was most striking in the bvFTD group with a marked discrepancy observed between carer and patient ratings for change in emotional warmth and the ability to take the perspective of others. Empathy loss in bvFTD was associated with a loss of a caring marital relationship. Empathic deficits in SD were milder by comparison to bvFTD and correlated with disease severity and increased perceived carer burden. The behavioral pattern observed in AD differed from the FTD syndromes; deficits were observed only for measures of personal distress with carers reporting that patients were less able to handle emotionally evocative situations. Results highlight that changes in aspects of empathy differ across dementia syndromes and are associated with differing carer and clinical variables. These findings might be explained by the progression of atrophy in regions that are known to be critical for empathy and social behavior and has implications for the delivery and planning of services in dementia.
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Affiliation(s)
- Sharpley Hsieh
- Neuroscience Research Australia, Hospital Road, Randwick, Australia
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Whitwell JL, Josephs KA. Recent advances in the imaging of frontotemporal dementia. Curr Neurol Neurosci Rep 2013; 12:715-23. [PMID: 23015371 DOI: 10.1007/s11910-012-0317-0] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Neuroimaging has played an important role in the characterization of the frontotemporal dementia (FTD) syndromes, demonstrating neurodegenerative signatures that can aid in the differentiation of FTD from other neurodegenerative disorders. Recent advances have been driven largely by the refinement of the clinical syndromes that underlie FTD, and by the discovery of new genetic and pathological features associated with FTD. Many new imaging techniques and modalities are also now available that allow the assessment of other aspects of brain structure and function, such as diffusion tensor imaging and resting-state functional MRI. Studies have used these recent techniques, as well as traditional volumetric MRI, to provide further insight into disease progression across the many clinical, genetic, and pathological variants of FTD. Importantly, neuroimaging signatures have been identified that will improve the clinician's ability to predict underlying genetic and pathological features, and hence ultimately improve patient diagnosis.
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Affiliation(s)
- Jennifer L Whitwell
- Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN 55905, USA.
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Harciarek M, Malaspina D, Sun T, Goldberg E. Schizophrenia and frontotemporal dementia: shared causation? Int Rev Psychiatry 2013; 25:168-77. [PMID: 23611347 DOI: 10.3109/09540261.2013.765389] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The relationship between specific genes and particular diseases in neuropsychiatry is unclear, and newer studies focus on shared domains of neurobiological and cognitive pathology across different disorders. This paper reviews the evidence for an association between schizophrenia and frontotemporal dementia, including symptom similarity, familial co-morbidity, and neuroanatomical changes. Genetic as well as epigenetic findings from both schizophrenia and frontotemporal dementia are also discussed. As a result, we introduce the hypothesis of a shared susceptibility for certain subgroups of schizophrenia and frontotemporal dementia. This common causation may involve the same gene(s) at different stages of life: early in schizophrenia and late in frontotemporal dementia. Additionally, we provide a rationale for future research that should emphasize both genetic and cognitive parallels between certain forms of schizophrenia and frontotemporal dementia in a synergistic, coordinated way, placing both in the context of aberrant lateralization patterns.
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Affiliation(s)
- Michał Harciarek
- Division of Clinical Psychology and Neuropsychology, Institute of Psychology, University of Gdansk, Poland
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Hsieh S, Hodges JR, Leyton CE, Mioshi E. Longitudinal changes in primary progressive aphasias: differences in cognitive and dementia staging measures. Dement Geriatr Cogn Disord 2013; 34:135-41. [PMID: 23006977 DOI: 10.1159/000342347] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/31/2012] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND/AIMS The longitudinal course of three primary progressive aphasia (PPA) variants was examined using Addenbrooke's Cognitive Examination-Revised (ACE-R) and the Frontotemporal dementia Rating Scale (FRS). METHODS Cases with two assessments on the ACE-R and FRS were selected. A total of 220 assessments were obtained on 55 patients: 17 Alzheimer's disease (AD) and 38 PPA [17 semantic variant (svPPA), 12 non-fluent/agrammatic (naPPA) and 9 logopenic variant (lvPPA) cases]. RESULTS The annualized rate of change was greater in all PPA variants in comparison with the AD group on the ACE-R whereas only the svPPA and naPPA groups differed from AD on the FRS. CONCLUSIONS The longitudinal profile differs across PPA syndromes on cognitive and functional measures. Findings have theoretical implications and are relevant to the care of patients with dementia.
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Affiliation(s)
- S Hsieh
- Neuroscience Research Australia, Randwick, N.S.W., Australia
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Scott SK. The neurobiology of speech perception and production--can functional imaging tell us anything we did not already know? JOURNAL OF COMMUNICATION DISORDERS 2012; 45:419-425. [PMID: 22840926 DOI: 10.1016/j.jcomdis.2012.06.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Our understanding of the neurobiological basis for human speech production and perception has benefited from insights from psychology, neuropsychology and neurology. In this overview, I outline some of the ways that functional imaging has added to this knowledge and argue that, as a neuroanatomical tool, functional imaging has led to some significant contributions.
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Affiliation(s)
- Sophie K Scott
- Institute of Cognitive Neuroscience, UCL, 17 Queen Square, London WC1N 3AR, UK.
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