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1.
JAMA Neurol ; 73(6): 733-42, 2016 06 01.
Article in English | MEDLINE | ID: mdl-27111692

ABSTRACT

IMPORTANCE: We provide novel evidence of specific clinical and neuroimaging features that may help for the in vivo prediction of underlying pathology in patients with nonfluent/agrammatic primary progressive aphasia (nfvPPA) and progressive supranuclear palsy (PSP) or corticobasal degeneration (CBD) proved by autopsy. OBJECTIVE: To characterize the neurological, cognitive, and neuroimaging features of patients with nfvPPA-in whom either PSP or CBD was eventually confirmed at autopsy-at initial presentation and at 1-year follow-up. DESIGN, SETTING, AND PARTICIPANTS: A prospective longitudinal clinical-pathological study was conducted in a tertiary research clinic that specialized in cognitive disorders. Fourteen patients were evaluated between January 2002 and December 2014. Inclusion criteria for the study were a clinical diagnosis of nfvPPA; the availability of speech, language, and cognitive testing for at least 1 evaluation; magnetic resonance imaging within 6 months of initial evaluation; and a postmortem pathological diagnosis of PSP or CBD. Ten matched healthy control participants were also included. MAIN OUTCOMES AND MEASURES: Clinical, cognitive, and neuroimaging longitudinal data were analyzed to characterize the whole nfvPPA-4-repeat-tau group and identify differences between nfvPPA-PSP and nfvPPA-CBD both at presentation and longitudinally. RESULTS: Patient groups did not differ significantly in age, sex, or handedness (nfvPPA-PSP group: median [interquartile range (IQR)] age, 74 [67-76] years; 1 of 5 male [20%]; 1 of 5 left-handed [20%]; and nfvPPA-CBD group: mean [IQR] age, 65 [54-81] years; 3 of 9 male [33%]; 0 left-handed). Motor speech impairment and left frontal white matter atrophy were the most prominent common features. At presentation, dysarthria (Motor Speech Examination median [IQR] score: nfvPPA-PSP, 4 [2-7]; nfvPPA-CBD, 0 [0-4]; P = .02), depression (Geriatric Depression Scale median [IQR] score: nfvPPA-PSP, 19 [3-28]; nfvPPA-CBD, 4 [0-16]; P = .04), and relatively selective white matter atrophy were typical of the nfvPPA-PSP group, while greater gray matter atrophy and a trend toward greater sentence comprehension deficits (median [IQR] sentence comprehension correct: nfvPPA-PSP, 98% [80-100]; nfvPPA-CBD, 81% [65-98]; P = .08) were found in the nfvPPA-CBD group. At follow-up after 1 year, we observed no significant differences in any speech or language measures. Furthermore, atrophy in patients with PSP progressed within the subcortical/brainstem motor system generating greater oculomotors deficits and swallowing difficulty; atrophy in patients with CBD spread anteriorly in prefrontal regions consistent with their greater working memory impairment and development of behavioral symptoms. CONCLUSIONS AND RELEVANCE: In patients presenting with nfvPPA, presence of early severe dysarthria, relatively selective white matter atrophy at presentation, and a greater rate of change in the brainstem measured by longitudinal imaging may be useful for differentiating underlying PSP from CBD pathology during life.


Subject(s)
Aphasia, Primary Progressive/complications , Basal Ganglia/pathology , Cerebral Cortex/pathology , Neurodegenerative Diseases/complications , Supranuclear Palsy, Progressive/complications , Aged , Aphasia, Primary Progressive/diagnostic imaging , Atrophy/pathology , Autopsy , Basal Ganglia/diagnostic imaging , Case-Control Studies , Cerebral Cortex/diagnostic imaging , Cognition Disorders/diagnostic imaging , Cognition Disorders/etiology , Cross-Sectional Studies , Female , Humans , Image Processing, Computer-Assisted , Language , Longitudinal Studies , Magnetic Resonance Imaging , Male , Middle Aged , Neurodegenerative Diseases/diagnostic imaging , Neuropsychological Tests , Retrospective Studies , Severity of Illness Index , Statistics, Nonparametric , Supranuclear Palsy, Progressive/diagnostic imaging
2.
Brain Lang ; 136: 58-68, 2014 Sep.
Article in English | MEDLINE | ID: mdl-25129631

ABSTRACT

Inflectional morphology lies at the intersection of phonology, syntax and the lexicon, three language domains that are differentially impacted in the three main variants of primary progressive aphasia (PPA). To characterize spared and impaired aspects of inflectional morphology in PPA, we elicited inflectional morphemes in 48 individuals with PPA and 13 healthy age-matched controls. We varied the factors of regularity, frequency, word class, and lexicality, and used voxel-based morphometry to identify brain regions where atrophy was predictive of deficits on particular conditions. All three PPA variants showed deficits in inflectional morphology, with the specific nature of the deficits dependent on the anatomical and linguistic features of each variant. Deficits in inflecting low-frequency irregular words were associated with semantic PPA, with lexical/semantic deficits, and with left temporal atrophy. Deficits in inflecting pseudowords were associated with non-fluent/agrammatic and logopenic variants, with phonological deficits, and with left frontal and parietal atrophy.


Subject(s)
Aphasia, Primary Progressive/pathology , Aphasia, Primary Progressive/physiopathology , Brain/pathology , Brain/physiopathology , Phonetics , Semantics , Speech Acoustics , Aged , Analysis of Variance , Atrophy/pathology , Female , Frontal Lobe/pathology , Frontal Lobe/physiopathology , Functional Laterality/physiology , Humans , Language , Male , Middle Aged , Parietal Lobe/pathology , Parietal Lobe/physiopathology , Speech Production Measurement
3.
Neurocase ; 20(1): 100-9, 2014.
Article in English | MEDLINE | ID: mdl-23171151

ABSTRACT

We describe a patient with semantic variant of frontotemporal dementia who received longitudinal clinical evaluations and structural MRI scans and subsequently came to autopsy. She presented with early behavior changes and semantic loss for foods and people and ultimately developed a pervasive semantic impairment affecting social-emotional as well as linguistic domains. Imaging revealed predominant atrophy of the right temporal lobe, with later involvement of the left, and pathology confirmed bilateral temporal involvement. Findings support the view that left and right anterior temporal lobes serve as semantic hubs that may be affected differentially in semantic variant by early, relatively unilateral damage.


Subject(s)
Frontotemporal Dementia/diagnosis , Temporal Lobe/pathology , Aged , Female , Humans , Longitudinal Studies , Neuropsychological Tests
4.
Neurology ; 82(3): 239-47, 2014 Jan 21.
Article in English | MEDLINE | ID: mdl-24353332

ABSTRACT

OBJECTIVE: To identify early cognitive and neuroimaging features of sporadic nonfluent/agrammatic variant of primary progressive aphasia (nfvPPA) caused by frontotemporal lobar degeneration (FTLD) subtypes. METHODS: We prospectively collected clinical, neuroimaging, and neuropathologic data in 11 patients with sporadic nfvPPA with FTLD-tau (nfvPPA-tau, n = 9) or FTLD-transactive response DNA binding protein pathology of 43 kD type A (nfvPPA-TDP, n = 2). We analyzed patterns of cognitive and gray matter (GM) and white matter (WM) atrophy at presentation in the whole group and in each pathologic subtype separately. We also considered longitudinal clinical data. RESULTS: At first evaluation, regardless of pathologic FTLD subtype, apraxia of speech (AOS) was the most common cognitive feature and atrophy involved the left posterior frontal lobe. Each pathologic subtype showed few distinctive features. At presentation, patients with nfvPPA-tau presented with mild to moderate AOS, mixed dysarthria with prominent hypokinetic features, clear agrammatism, and atrophy in the GM of the left posterior frontal regions and in left frontal WM. While speech and language deficits were prominent early, within 3 years of symptom onset, all patients with nfvPPA-tau developed significant extrapyramidal motor signs. At presentation, patients with nfvPPA-TDP had severe AOS, dysarthria with spastic features, mild agrammatism, and atrophy in left posterior frontal GM only. Selective mutism occurred early, when general neurologic examination only showed mild decrease in finger dexterity in the right hand. CONCLUSIONS: Clinical features in sporadic nfvPPA caused by FTLD subtypes relate to neurodegeneration of GM and WM in frontal motor speech and language networks. We propose that early WM atrophy in nfvPPA is suggestive of FTLD-tau pathology while early selective GM loss might be indicative of FTLD-TDP.


Subject(s)
Aphasia, Broca/pathology , Frontal Lobe/pathology , Frontotemporal Lobar Degeneration/pathology , Primary Progressive Nonfluent Aphasia/pathology , Aged , Aged, 80 and over , Aphasia, Broca/etiology , Aphasia, Broca/physiopathology , Apraxias/etiology , Apraxias/pathology , Apraxias/physiopathology , Atrophy , DNA-Binding Proteins/metabolism , Female , Frontal Lobe/metabolism , Frontal Lobe/physiopathology , Frontotemporal Lobar Degeneration/complications , Frontotemporal Lobar Degeneration/physiopathology , Humans , Male , Middle Aged , Primary Progressive Nonfluent Aphasia/etiology , Primary Progressive Nonfluent Aphasia/physiopathology , Prospective Studies , tau Proteins/metabolism
5.
Brain Lang ; 123(3): 183-90, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23046707

ABSTRACT

Many patients with primary progressive aphasia (PPA) are impaired in syntactic production. Because most previous studies of expressive syntax in PPA have relied on quantitative analysis of connected speech samples, which is a relatively unconstrained task, it is not well understood which specific syntactic structures are most challenging for these patients. We used an elicited syntactic production task to identify which syntactic structures pose difficulties for 31 patients with three variants of PPA: non-fluent/agrammatic, semantic and logopenic. Neurodegenerative and healthy age-matched participants were included as controls. As expected, non-fluent/agrammatic patients made the most syntactic errors. The structures that resulted in the most errors were constructions involving third person singular present agreement, and constructions involving embedded clauses. Deficits on this elicited production task were associated with atrophy of the left posterior inferior frontal gyrus.


Subject(s)
Aphasia, Primary Progressive/pathology , Aphasia, Primary Progressive/physiopathology , Brain/pathology , Brain/physiopathology , Aged , Atrophy/pathology , Brain Mapping , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Speech/physiology
6.
Neuron ; 72(2): 397-403, 2011 Oct 20.
Article in English | MEDLINE | ID: mdl-22017996

ABSTRACT

Frontal and temporal language areas involved in syntactic processing are connected by several dorsal and ventral tracts, but the functional roles of the different tracts are not well understood. To identify which white matter tract(s) are important for syntactic processing, we examined the relationship between white matter damage and syntactic deficits in patients with primary progressive aphasia, using multimodal neuroimaging and neurolinguistic assessment. Diffusion tensor imaging showed that microstructural damage to left hemisphere dorsal tracts--the superior longitudinal fasciculus including its arcuate component--was strongly associated with deficits in comprehension and production of syntax. Damage to these dorsal tracts predicted syntactic deficits after gray matter atrophy was taken into account, and fMRI confirmed that these tracts connect regions modulated by syntactic processing. In contrast, damage to ventral tracts--the extreme capsule fiber system or the uncinate fasciculus--was not associated with syntactic deficits. Our findings show that syntactic processing depends primarily on dorsal language tracts.


Subject(s)
Aphasia, Primary Progressive/pathology , Nerve Fibers, Myelinated/pathology , Aged , Aged, 80 and over , Aphasia, Primary Progressive/physiopathology , Atrophy/pathology , Atrophy/physiopathology , Brain Mapping , Diffusion Tensor Imaging , Female , Humans , Language , Language Tests , Male , Middle Aged , Nerve Fibers, Myelinated/physiology , Neuroimaging , Semantics
7.
Brain ; 134(Pt 10): 3011-29, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21666264

ABSTRACT

Primary progressive aphasia is a clinical syndrome that encompasses three major phenotypes: non-fluent/agrammatic, semantic and logopenic. These clinical entities have been associated with characteristic patterns of focal grey matter atrophy in left posterior frontoinsular, anterior temporal and left temporoparietal regions, respectively. Recently, network-level dysfunction has been hypothesized but research to date has focused largely on studying grey matter damage. The aim of this study was to assess the integrity of white matter tracts in the different primary progressive aphasia subtypes. We used diffusion tensor imaging in 48 individuals: nine non-fluent, nine semantic, nine logopenic and 21 age-matched controls. Probabilistic tractography was used to identify bilateral inferior longitudinal (anterior, middle, posterior) and uncinate fasciculi (referred to as the ventral pathway); and the superior longitudinal fasciculus segmented into its frontosupramarginal, frontoangular, frontotemporal and temporoparietal components, (referred to as the dorsal pathway). We compared the tracts' mean fractional anisotropy, axial, radial and mean diffusivities for each tract in the different diagnostic categories. The most prominent white matter changes were found in the dorsal pathways in non-fluent patients, in the two ventral pathways and the temporal components of the dorsal pathways in semantic variant, and in the temporoparietal component of the dorsal bundles in logopenic patients. Each of the primary progressive aphasia variants showed different patterns of diffusion tensor metrics alterations: non-fluent patients showed the greatest changes in fractional anisotropy and radial and mean diffusivities; semantic variant patients had severe changes in all metrics; and logopenic patients had the least white matter damage, mainly involving diffusivity, with fractional anisotropy altered only in the temporoparietal component of the dorsal pathway. This study demonstrates that both careful dissection of the main language tracts and consideration of all diffusion tensor metrics are necessary to characterize the white matter changes that occur in the variants of primary progressive aphasia. These results highlight the potential value of diffusion tensor imaging as a new tool in the multimodal diagnostic evaluation of primary progressive aphasia.


Subject(s)
Aphasia, Primary Progressive/pathology , Brain/pathology , Nerve Fibers, Myelinated/pathology , Nerve Net/pathology , Aged , Aphasia, Primary Progressive/psychology , Atrophy , Brain Mapping , Diffusion Tensor Imaging , Female , Humans , Male , Middle Aged , Neuropsychological Tests
8.
Neuropsychology ; 25(1): 98-104, 2011 Jan.
Article in English | MEDLINE | ID: mdl-21090900

ABSTRACT

OBJECTIVE: Individuals with semantic dementia (SD) have impaired autobiographical memory (AM), but the extent of the impairment has been controversial. According to one report (Westmacott, Leach, Freedman, & Moscovitch, 2001), patient performance was better when visual cues were used instead of verbal cues; however, the visual cues used in that study (family photographs) provided more retrieval support than do the word cues that are typically used in AM studies. In the present study, we sought to disentangle the effects of retrieval support and cue modality. METHOD: We cued AMs of 5 patients with SD and 5 controls with words, simple pictures, and odors. Memories were elicited from childhood, early adulthood, and recent adulthood; they were scored for level of detail and episodic specificity. RESULTS: The patients were impaired across all time periods and stimulus modalities. Within the patient group, words and pictures were equally effective as cues (Friedman test; χ² = 0.25, p = .61), whereas odors were less effective than both words and pictures (for words vs. odors, χ² = 7.83, p = .005; for pictures vs. odors, χ² = 6.18, p = .01). There was no evidence of a temporal gradient in either group (for patients with SD, χ² = 0.24, p = .89; for controls, χ² < 2.07, p = .35). CONCLUSIONS: Once the effect of retrieval support is equated across stimulus modalities, there is no evidence for an advantage of visual cues over verbal cues. The greater impairment for olfactory cues presumably reflects degeneration of anterior temporal regions that support olfactory memory.


Subject(s)
Cues , Frontotemporal Lobar Degeneration/complications , Memory Disorders/etiology , Mental Recall/physiology , Aged , Female , Frontotemporal Lobar Degeneration/pathology , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Neuropsychological Tests , Odorants , Olfactory Pathways/physiopathology , Photic Stimulation/methods
9.
Cortex ; 47(7): 800-7, 2011.
Article in English | MEDLINE | ID: mdl-20691968

ABSTRACT

Previous research has suggested that the left anterior insula, specifically the superior precentral gyrus of the insula (SPGI), is a critical brain region for the coordination of complex articulatory movements. However, previous studies have not determined which articulatory factors are specifically dependent on this brain region. In the current study, 33 left hemisphere stroke patients with varying degrees of speech impairment were asked to perform multiple repetitions of single words that varied along three separate dimensions: number of syllables, degree of articulatory travel (i.e., change between places of articulation for consonants), and presence/absence of an initial consonant cluster. The role of the SPGI in performance across the three conditions was determined using voxel-based lesion symptom mapping (VLSM), a statistical approach to lesion analysis that does not require separating patients based on lesion site or symptom profile. Rather, continuous performance data are entered, along with lesions reconstructed in normalized space. Based on preliminary analyses, there was adequate power to detect differences in the SPGI, which was the focus of our predictions. We found that the SPGI was critical for performance on the articulation task across all three conditions, namely, when words were multi-syllabic, required a high degree of travel, or involved an initial consonant cluster. As a control, we also generated a VLSM map for articulation of words with minimal articulatory complexity (i.e., single-syllable words with no initial cluster and a minimal change in place of articulation). In this case, the SPGI was not implicated. The current results suggest that the left SPGI is a critical area for intra- and inter-syllabic coordination of complex articulatory movements, prior to end-stage execution of speech commands.


Subject(s)
Aphasia/physiopathology , Cerebral Cortex/physiopathology , Speech/physiology , Stroke/physiopathology , Aged , Aphasia/etiology , Aphasia/pathology , Brain Mapping , Cerebral Cortex/pathology , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Speech Production Measurement , Stroke/complications , Stroke/pathology
10.
J Neurosci ; 30(50): 16845-54, 2010 Dec 15.
Article in English | MEDLINE | ID: mdl-21159955

ABSTRACT

The left posterior inferior frontal cortex (IFC) is important for syntactic processing, and has been shown in many functional imaging studies to be differentially recruited for the processing of syntactically complex sentences relative to simpler ones. In the nonfluent variant of primary progressive aphasia (PPA), degeneration of the posterior IFC is associated with expressive and receptive agrammatism; however, the functional status of this region in nonfluent PPA is not well understood. Our objective was to determine whether the atrophic posterior IFC is differentially recruited for the processing of syntactically complex sentences in nonfluent PPA. Using structural and functional magnetic resonance imaging, we quantified tissue volumes and functional responses to a syntactic comprehension task in eight patients with nonfluent PPA, compared to healthy age-matched controls. In controls, the posterior IFC showed more activity for syntactically complex sentences than simpler ones, as expected. In nonfluent PPA patients, the posterior IFC was atrophic and, unlike controls, showed an equivalent level of functional activity for syntactically complex and simpler sentences. This abnormal pattern of functional activity was specific to the posterior IFC: the mid-superior temporal sulcus, another region modulated by syntactic complexity in controls, showed normal modulation by complexity in patients. A more anterior inferior frontal region was recruited by patients, but did not support successful syntactic processing. We conclude that in nonfluent PPA, the posterior IFC is not only structurally damaged, but also functionally abnormal, suggesting a critical role for this region in the breakdown of syntactic processing in this syndrome.


Subject(s)
Comprehension/physiology , Frontal Lobe/pathology , Frontal Lobe/physiopathology , Language , Primary Progressive Nonfluent Aphasia/physiopathology , Speech Perception , Aged , Atrophy/pathology , Brain Mapping/methods , Female , Humans , Magnetic Resonance Imaging/methods , Male , Temporal Lobe/physiology
11.
Brain ; 133(Pt 7): 2069-88, 2010 Jul.
Article in English | MEDLINE | ID: mdl-20542982

ABSTRACT

Primary progressive aphasia is a clinical syndrome defined by progressive deficits isolated to speech and/or language, and can be classified into non-fluent, semantic and logopenic variants based on motor speech, linguistic and cognitive features. The connected speech of patients with primary progressive aphasia has often been dichotomized simply as 'fluent' or 'non-fluent', however fluency is a multidimensional construct that encompasses features such as speech rate, phrase length, articulatory agility and syntactic structure, which are not always impacted in parallel. In this study, our first objective was to improve the characterization of connected speech production in each variant of primary progressive aphasia, by quantifying speech output along a number of motor speech and linguistic dimensions simultaneously. Secondly, we aimed to determine the neuroanatomical correlates of changes along these different dimensions. We recorded, transcribed and analysed speech samples for 50 patients with primary progressive aphasia, along with neurodegenerative and normal control groups. Patients were scanned with magnetic resonance imaging, and voxel-based morphometry was used to identify regions where atrophy correlated significantly with motor speech and linguistic features. Speech samples in patients with the non-fluent variant were characterized by slow rate, distortions, syntactic errors and reduced complexity. In contrast, patients with the semantic variant exhibited normal rate and very few speech or syntactic errors, but showed increased proportions of closed class words, pronouns and verbs, and higher frequency nouns, reflecting lexical retrieval deficits. In patients with the logopenic variant, speech rate (a common proxy for fluency) was intermediate between the other two variants, but distortions and syntactic errors were less common than in the non-fluent variant, while lexical access was less impaired than in the semantic variant. Reduced speech rate was linked with atrophy to a wide range of both anterior and posterior language regions, but specific deficits had more circumscribed anatomical correlates. Frontal regions were associated with motor speech and syntactic processes, anterior and inferior temporal regions with lexical retrieval, and posterior temporal regions with phonological errors and several other types of disruptions to fluency. These findings demonstrate that a multidimensional quantification of connected speech production is necessary to characterize the differences between the speech patterns of each primary progressive aphasic variant adequately, and to reveal associations between particular aspects of connected speech and specific components of the neural network for speech production.


Subject(s)
Aphasia, Primary Progressive/diagnosis , Frontotemporal Dementia/diagnosis , Speech Production Measurement , Speech , Aged , Aphasia, Primary Progressive/complications , Aphasia, Primary Progressive/physiopathology , Brain Mapping/methods , Female , Frontotemporal Dementia/complications , Frontotemporal Dementia/physiopathology , Humans , Male , Middle Aged , Nerve Net/pathology , Nerve Net/physiopathology , Speech/physiology , Speech Production Measurement/methods
12.
Brain ; 133(Pt 1): 286-99, 2010 Jan.
Article in English | MEDLINE | ID: mdl-19759202

ABSTRACT

Cognitive deficits in semantic dementia have been attributed to anterior temporal lobe grey matter damage; however, key aspects of the syndrome could be due to altered anatomical connectivity between language pathways involving the temporal lobe. The aim of this study was to investigate the left language-related cerebral pathways in semantic dementia using diffusion tensor imaging-based tractography and to combine the findings with cortical anatomical and functional magnetic resonance imaging data obtained during a reading activation task. The left inferior longitudinal fasciculus, arcuate fasciculus and fronto-parietal superior longitudinal fasciculus were tracked in five semantic dementia patients and eight healthy controls. The left uncinate fasciculus and the genu and splenium of the corpus callosum were also obtained for comparison with previous studies. From each tract, mean diffusivity, fractional anisotropy, as well as parallel and transverse diffusivities were obtained. Diffusion tensor imaging results were related to grey and white matter atrophy volume assessed by voxel-based morphometry and functional magnetic resonance imaging activations during a reading task. Semantic dementia patients had significantly higher mean diffusivity, parallel and transverse in the inferior longitudinal fasciculus. The arcuate and uncinate fasciculi demonstrated significantly higher mean diffusivity, parallel and transverse and significantly lower fractional anisotropy. The fronto-parietal superior longitudinal fasciculus was relatively spared, with a significant difference observed for transverse diffusivity and fractional anisotropy, only. In the corpus callosum, the genu showed lower fractional anisotropy compared with controls, while no difference was found in the splenium. The left parietal cortex did not show significant volume changes on voxel-based morphometry and demonstrated normal functional magnetic resonance imaging activation in response to reading items that stress sublexical phonological processing. This study shows that semantic dementia is associated with anatomical damage to the major superior and inferior temporal white matter connections of the left hemisphere likely involved in semantic and lexical processes, with relative sparing of the fronto-parietal superior longitudinal fasciculus. Fronto-parietal regions connected by this tract were activated normally in the same patients during sublexical reading. These findings contribute to our understanding of the anatomical changes that occur in semantic dementia, and may further help to explain the dissociation between marked single-word and object knowledge deficits, but sparing of phonology and fluency in semantic dementia.


Subject(s)
Frontotemporal Lobar Degeneration/physiopathology , Language , Nerve Net/physiology , Aged , Corpus Callosum/pathology , Corpus Callosum/physiology , Female , Frontotemporal Lobar Degeneration/pathology , Humans , Male , Middle Aged , Nerve Fibers, Myelinated/pathology , Nerve Fibers, Myelinated/physiology , Nerve Net/pathology , Neuronal Plasticity/physiology , Semantics
13.
Neuroimage ; 47(4): 1558-67, 2009 Oct 01.
Article in English | MEDLINE | ID: mdl-19501654

ABSTRACT

Degeneration of language regions in the dominant hemisphere can result in primary progressive aphasia (PPA), a clinical syndrome characterized by progressive deficits in speech and/or language function. Recent studies have identified three variants of PPA: progressive non-fluent aphasia (PNFA), semantic dementia (SD) and logopenic progressive aphasia (LPA). Each variant is associated with characteristic linguistic features, distinct patterns of brain atrophy, and different likelihoods of particular underlying pathogenic processes, which makes correct differential diagnosis highly clinically relevant. Evaluation of linguistic behavior can be challenging for non-specialists, and neuroimaging findings in single subjects are often difficult to evaluate by eye. We investigated the utility of automated structural MR image analysis to discriminate PPA variants (N=86) from each other and from normal controls (N=115). T1 images were preprocessed to obtain modulated grey matter (GM) images. Feature selection was performed with principal components analysis (PCA) on GM images as well as images of lateralized atrophy. PC coefficients were classified with linear support vector machines, and a cross-validation scheme was used to obtain accuracy rates for generalization to novel cases. The overall mean accuracy in discriminating between pairs of groups was 92.2%. For one pair of groups, PNFA and SD, we also investigated the utility of including several linguistic variables as features. Models with both imaging and linguistic features performed better than models with only imaging or only linguistic features. These results suggest that automated methods could assist in the differential diagnosis of PPA variants, enabling therapies to be targeted to likely underlying etiologies.


Subject(s)
Aphasia/classification , Aphasia/diagnosis , Artificial Intelligence , Brain/pathology , Image Interpretation, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Pattern Recognition, Automated/methods , Aged , Algorithms , Female , Humans , Image Enhancement/methods , Male , Middle Aged , Reproducibility of Results , Sensitivity and Specificity
14.
Brain ; 132(Pt 1): 71-86, 2009 Jan.
Article in English | MEDLINE | ID: mdl-19022856

ABSTRACT

Semantic dementia (SD) is a neurodegenerative disease characterized by atrophy of anterior temporal regions and progressive loss of semantic memory. SD patients often present with surface dyslexia, a relatively selective impairment in reading low-frequency words with exceptional or atypical spelling-to-sound correspondences. Exception words are typically 'over-regularized' in SD and pronounced as they are spelled (e.g. 'sew' is pronounced as 'sue'). This suggests that in the absence of sufficient item-specific knowledge, exception words are read by relying mainly on subword processes for regular mapping of orthography to phonology. In this study, we investigated the functional anatomy of surface dyslexia in SD using functional magnetic resonance imaging (fMRI) and studied its relationship to structural damage with voxel-based morphometry (VBM). Five SD patients and nine healthy age-matched controls were scanned while they read regular words, exception words and pseudowords in an event-related design. Vocal responses were recorded and revealed that all patients were impaired in reading low-frequency exception words, and made frequent over-regularization errors. Consistent with prior studies, fMRI data revealed that both groups activated a similar basic network of bilateral occipital, motor and premotor regions for reading single words. VBM showed that these regions were not significantly atrophied in SD. In control subjects, a region in the left intraparietal sulcus was activated for reading pseudowords and low-frequency regular words but not exception words, suggesting a role for this area in subword mapping from orthographic to phonological representations. In SD patients only, this inferior parietal region, which was not atrophied, was also activated by reading low-frequency exception words, especially on trials where over-regularization errors occurred. These results suggest that the left intraparietal sulcus is involved in subword reading processes that are differentially recruited in SD when word-specific information is lost. This loss is likely related to degeneration of the anterior temporal lobe, which was severely atrophied in SD. Consistent with this, left mid-fusiform and superior temporal regions that showed reading-related activations in controls were not activated in SD. Taken together, these results suggest that the left inferior parietal region subserves subword orthographic-to-phonological processes that are recruited for exception word reading when retrieval of exceptional, item-specific word forms is impaired by degeneration of the anterior temporal lobe.


Subject(s)
Dementia/psychology , Dyslexia/etiology , Aged , Atrophy , Brain/pathology , Brain Mapping/methods , Case-Control Studies , Dementia/pathology , Dementia/physiopathology , Dyslexia/pathology , Dyslexia/physiopathology , Female , Humans , Image Interpretation, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Male , Middle Aged , Neuropsychological Tests , Parietal Lobe/pathology , Parietal Lobe/physiopathology , Reaction Time , Reading , Temporal Lobe/pathology , Temporal Lobe/physiopathology
15.
Ann Neurol ; 64(4): 388-401, 2008 Oct.
Article in English | MEDLINE | ID: mdl-18991338

ABSTRACT

OBJECTIVE: Alzheimer's disease (AD) is found at autopsy in up to one third of patients with primary progressive aphasia (PPA), but clinical features that predict AD pathology in PPA are not well defined. We studied the relationships between language presentation, Abeta amyloidosis, and glucose metabolism in three PPA variants using [11C]-Pittsburgh compound B ([11C]PIB) and [18F]-labeled fluorodeoxyglucose positron emission tomography ([18F]FDG-PET). METHODS: Patients meeting PPA criteria (N = 15) were classified as logopenic aphasia (LPA), progressive nonfluent aphasia (PNFA), or semantic dementia (SD) based on language testing. [11C]PIB distribution volume ratios were calculated using Logan graphical analysis (cerebellar reference). [18F]FDG images were normalized to pons. Partial volume correction was applied. RESULTS: Elevated cortical PIB (by visual inspection) was more common in LPA (4/4 patients) than in PNFA (1/6) and SD (1/5) (p < 0.02). In PIB-positive PPA, PIB uptake was diffuse and indistinguishable from the pattern in matched AD patients (n = 10). FDG patterns were focal and varied by PPA subtype, with left temporoparietal hypometabolism in LPA, left frontal hypometabolism in PNFA, and left anterior temporal hypometabolism in SD. FDG uptake was significant asymmetric (favoring left hypometabolism) in PPA (p < 0.005) but not in AD. INTERPRETATION: LPA is associated with Abeta amyloidosis, suggesting that subclassification of PPA based on language features can help predict the likelihood of AD pathology. Language phenotype in PPA is closely related to metabolic changes that are focal and anatomically distinct between subtypes, but not to amyloid deposition patterns that are diffuse and similar to AD.


Subject(s)
Amyloid beta-Peptides/metabolism , Aphasia, Primary Progressive/classification , Aphasia, Primary Progressive/metabolism , Glucose/metabolism , Aged , Aged, 80 and over , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/metabolism , Analysis of Variance , Aniline Compounds/metabolism , Aphasia, Primary Progressive/diagnostic imaging , Carbon Isotopes/metabolism , Dementia/diagnostic imaging , Dementia/metabolism , Female , Fluorodeoxyglucose F18/metabolism , Humans , Image Processing, Computer-Assisted , Language , Language Tests , Male , Middle Aged , Positron-Emission Tomography/methods , Thiazoles/metabolism
16.
Article in English | MEDLINE | ID: mdl-19163752

ABSTRACT

We describe results that show the effectiveness of machine learning in the automatic diagnosis of certain neurodegenerative diseases, several of which alter speech and language production. We analyzed audio from 9 control subjects and 30 patients diagnosed with one of three subtypes of Frontotemporal Lobar Degeneration. From this data, we extracted features of the audio signal and the words the patient used, which were obtained using our automated transcription technologies. We then automatically learned models that predict the diagnosis of the patient using these features. Our results show that learned models over these features predict diagnosis with accuracy significantly better than random. Future studies using higher quality recordings will likely improve these results.


Subject(s)
Decision Support Techniques , Diagnosis, Computer-Assisted/methods , Artificial Intelligence , Electronic Data Processing , Frontal Lobe/pathology , Humans , Linguistics , Neurodegenerative Diseases/diagnosis , Neurodegenerative Diseases/physiopathology , Neuropsychological Tests , Psychomotor Performance , Reproducibility of Results , Sound , Speech , Verbal Learning
17.
Alzheimer Dis Assoc Disord ; 21(4): S23-30, 2007.
Article in English | MEDLINE | ID: mdl-18090419

ABSTRACT

Progressive nonfluent aphasia (PNFA) is a clinical syndrome characterized by motor speech impairment and agrammatism, with relative sparing of single word comprehension and semantic memory. PNFA has been associated with the characteristic pattern of left anterior insular and posterior frontal atrophy, including the motor and premotor regions and Broca's area. Postmortem histopathologic evidence has shown that PNFA is usually associated with tau pathology, although focal Alzheimer disease pathology and tau-negative, ubiquitin-TDP-43 inclusions also have been reported in association with this clinical syndrome. We performed a detailed analysis of motor speech errors in 18 patients with PNFA and investigated their neural correlates using voxel-based morphometry on magnetic resonance imaging scans. Seven patients demonstrated only apraxia of speech (AOS) errors, whereas 11 showed AOS along with dysarthria. Slow rate of speech, effortful articulation with groping, and consonant distortions were the most common AOS errors. Hypernasality was the most represented dysarthric feature and dysarthria was most often classified as spastic, hypokinetic, or mixed spastic-hypokinetic. Neuroimaging results demonstrated that patients with AOS-only and AOS plus dysarthria showed atrophy in the left posterior frontal, anterior insular, and basal ganglia regions when compared with controls. Patients with AOS plus dysarthria showed greater damage than patients with AOS-only in the left face portion of primary motor cortex and left caudate. PNFA is a distinct frontotemporal lobar degeneration clinical syndrome associated with characteristic clinical, neuroimaging, and pathologic features. The clinical features are driven by the severity of left frontal and caudate damage.


Subject(s)
Aphasia, Primary Progressive/pathology , Aphasia, Primary Progressive/physiopathology , Brain Mapping , Dysarthria/pathology , Dysarthria/physiopathology , Aged , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Video Recording
18.
Cogn Behav Neurol ; 20(4): 203-11, 2007 Dec.
Article in English | MEDLINE | ID: mdl-18091068

ABSTRACT

BACKGROUND: Patterns of language impairment have long been used clinically to localize brain damage in stroke patients. The same approach might be useful in the differential diagnosis of progressive aphasia owing to neurodegenerative disease. OBJECTIVE: To investigate whether scores on 4 widely used language tasks correlate with regional gray matter loss in 51 patients with progressive language impairment owing to neurodegenerative disease. METHOD: Scores in the Boston Naming Test and in the "repetition" "sequential commands" and the "language fluency," subtests of the Western Aphasia Battery were correlated with voxel-wise gray matter volumes using voxel-based morphometry. RESULTS: Significant positive correlations were found between each language task and regional brain volumes: (1) naming and the bilateral temporal lobes; (2) sentence repetition and the left posterior portion of the superior temporal gyrus; (3) sentence comprehension and the left dorsal middle and inferior frontal gyri; and (4) fluency of language production and the left ventral middle and inferior frontal gyri. DISCUSSION: Performance on specific language tasks corresponds to regional anatomic damage in aphasia owing to neurodegenerative disorders. These language tests might be useful in the differential diagnosis of primary progressive aphasia variants that have been previously associated with damage to corresponding anatomic regions.


Subject(s)
Aphasia, Primary Progressive/diagnosis , Image Processing, Computer-Assisted , Imaging, Three-Dimensional , Magnetic Resonance Imaging , Neurodegenerative Diseases/diagnosis , Neuropsychological Tests/statistics & numerical data , Aged , Anomia/diagnosis , Anomia/psychology , Aphasia, Primary Progressive/psychology , Atrophy , Brain Mapping , Comprehension/physiology , Diagnosis, Differential , Dominance, Cerebral/physiology , Female , Frontal Lobe/pathology , Hippocampus/pathology , Humans , Male , Memory, Short-Term/physiology , Middle Aged , Neurodegenerative Diseases/psychology , Parahippocampal Gyrus/pathology , Psychometrics , Statistics as Topic , Temporal Lobe/pathology
19.
J Neurosci ; 27(23): 6282-90, 2007 Jun 06.
Article in English | MEDLINE | ID: mdl-17554002

ABSTRACT

This study investigates whether sentence comprehension and nonsyntactic verbal working memory (vWM) are sustained by the same or by different neural systems. Scores in a sentence-picture matching task and in digits backward (DB) were correlated with magnetic resonance imaging voxelwise gray matter volumes using voxel-based morphometry in 58 patients with neurodegenerative diseases. Results showed that overall sentence comprehension scores, regardless of grammatical structure, correlated with gray matter volumes in the left temporoparietal region, whereas DB scores correlated with dorsolateral prefrontal and inferior parietal volumes. Comprehension of multiclausal relative sentences (type 3) significantly correlated with voxels in the dorsal portion of the left inferior and middle frontal gyri. When DB and multiclausal relative sentences were directly compared, they showed overlapping neural substrates in the dorsolateral left frontal region, supporting a single source of vWM for syntactic and nonsyntactic tasks. Within this large area of common involvement, a small portion of pars triangularis showed an independent effect of multiclausal sentences, whereas a region in the middle frontal gyrus showed greater correlation with DB. This study reconciles two opposing views, which hold that sentence comprehension and vWM rely on either the same or different anatomical resources.


Subject(s)
Comprehension/physiology , Frontal Lobe/physiology , Language , Memory/physiology , Neurodegenerative Diseases/physiopathology , Verbal Behavior/physiology , Aged , Brain Mapping/methods , Female , Frontal Lobe/anatomy & histology , Humans , Language Tests , Male , Middle Aged , Neurodegenerative Diseases/pathology
20.
Behav Neurol ; 17(2): 77-87, 2006.
Article in English | MEDLINE | ID: mdl-16873918

ABSTRACT

We present a review of the literature on Primary Progressive Aphasia (PPA) together with the analysis of neuropschychological and neuroradiologic profiles of 42 PPA patients. Mesulam originally defined PPA as a progressive degenerative disorder characterized by isolated language impairment for at least two years. The most common variants of PPA are: 1) Progressive nonfluent aphasia (PNFA), 2) semantic dementia (SD), 3) logopenic progressive aphasia (LPA). PNFA is characterized by labored speech, agrammatism in production, and/or comprehension. In some cases the syndrome begins with isolated deficits in speech. SD patients typically present with loss of word and object meaning and surface dyslexia. LPA patients have word-finding difficulties, syntactically simple but accurate language output and impaired sentence comprehension. The neuropsychological data demonstrated that SD patients show the most characteristic pattern of impairment, while PNFA and LPA overlap within many cognitive domains. The neuroimaging analysis showed left perisylvian region involvement. A comprehensive cognitive, neuroimaging and pathological approach is necessary to identify the clinical and pathogenetic features of different PPA variants.


Subject(s)
Aphasia, Primary Progressive/diagnosis , Aged , Aphasia/diagnosis , Aphasia/epidemiology , Aphasia, Primary Progressive/epidemiology , Aphasia, Primary Progressive/physiopathology , Brain/anatomy & histology , Brain/physiopathology , Diagnosis, Differential , Female , Humans , Magnetic Resonance Imaging , Male , Mental Disorders/epidemiology , Middle Aged
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