Quantification of motor speech impairment and its anatomic basis in primary progressive aphasia
Open accessAbstract
OBJECTIVE: To evaluate whether a quantitative speech measure is effective in identifying and monitoring motor speech impairment (MSI) in patients with primary progressive aphasia (PPA) and to investigate the neuroanatomical basis of MSI in PPA. METHODS: Sixty-four patients with PPA were evaluated at baseline, with a subset (n = 39) evaluated longitudinally. Articulation rate (AR), a quantitative measure derived from spontaneous speech, was measured at each time point. MRI was collected at baseline. Differences in baseline AR were assessed across PPA subtypes, separated by severity level. Linear mixed-effects models were conducted to assess groups differences across PPA subtypes in rate of decline in AR over a 1-year period. Cortical thickness measured from baseline MRIs was used to test hypotheses about the relationship between cortical atrophy and MSI. RESULTS: Baseline AR was reduced for patients with nonfluent variant PPA (nfvPPA) compared to other PPA subtypes and controls, even in mild stages of disease. Longitudinal results showed a greater rate of decline in AR for the nfvPPA group over 1 year compared to the logopenic and semantic variant subgroups. Reduced baseline AR was associated with cortical atrophy in left-hemisphere premotor and supplementary motor cortices. CONCLUSIONS: The AR measure is an effective quantitative index of MSI that detects MSI in mild disease stages and tracks decline in MSI longitudinally. The AR measure also demonstrates anatomic localization to motor speech-specific cortical regions. Our findings suggest that this quantitative measure of MSI might have utility in diagnostic evaluation and monitoring of MSI in PPA.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Across primary progressive aphasia variants, ASLA markers capture syndrome-specific patterns that predict underlying neuropathology years before death and correlate with variant-specific atrophy, even longitudinally.
“Across primary progressive aphasia variants, ASLA markers capture syndromespecific patterns 49-53 that predict underlying neuropathology years before death 7 and correlate with variant-specific atrophy, 53-56 even longitudinally. 57”
From Speech and language markers of neurodegeneration: a call for global equity (2023) · cites this paper as [54]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Fitting Linear Mixed-Effects Models Using <b>lme4</b>
Bates, D., Mächler, M., Bolker, B., & Walker, S. (2015) · Journal of Statistical Software · doi:10.18637/jss.v067.i01 · Cited by 86,835 · see citing works
pROC: an open-source package for R and S+ to analyze and compare ROC curves
Robin, X., Turck, N., Hainard, A., Tiberti, N., Lisacek, F., Sanchez, J.-C., & Müller, M. (2011) · BMC Bioinformatics · doi:10.1186/1471-2105-12-77 · Cited by 13,697 · see citing works
Cortical Surface-Based Analysis
Dale, A. M., Fischl, B., & Sereno, M. I. (1999) · NeuroImage · doi:10.1006/nimg.1998.0395 · Cited by 10,910 · see citing works
Measuring the thickness of the human cerebral cortex from magnetic resonance images
Fischl, B. R., & Dale, A. M. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.200033797 · Cited by 5,789 · see citing works
Classification of primary progressive aphasia and its variants
Gorno-Tempini, M. L., Hillis, A. E., Weintraub, S., Kertesz, A., Mendez, M., Cappa, S. F., Ogar, J. M., Rohrer, J. D., Black, S., Boeve, B. F., et al. (2011) · Neurology · doi:10.1212/wnl.0b013e31821103e6 · Cited by 5,141 · see citing works
Automatically Parcellating the Human Cerebral Cortex
Fischl, B. R. (2003) · Cerebral Cortex · doi:10.1093/cercor/bhg087 · Cited by 4,208 · see citing works
Qualitative Assessment of Verbal Fluency Performance in Frontotemporal Dementia
van den Berg, E., Jiskoot, L. C., Grosveld, M. J. H., Swieten, J. C. V., & Papma, J. M. (2017) · Dementia and Geriatric Cognitive Disorders · doi:10.1159/000477538 · Cited by 2,061 · see citing works
Motor Speech Disorders: Substrates, Differential Diagnosis, and Management
Duffy, J. R. (1995) · Cited by 1,892 · see citing works
Fischl, B. R., Liu, A., & Dale, A. M. (2001) · IEEE Transactions on Medical Imaging · doi:10.1109/42.906426 · Cited by 1,755 · see citing works
Morris, J. C. (1997) · International Psychogeriatrics · doi:10.1017/s1041610297004870 · Cited by 1,641 · see citing works
Western Aphasia Battery--Revised
Kertesz, A. (2012) · PsycTESTS Dataset · doi:10.1037/t15168-000 · Cited by 1,367 · see citing works
Rare and common variants: twenty arguments
Gibson, G. (2012) · Nature Reviews Genetics · doi:10.1038/nrg3118 · Cited by 1,278 · see citing works
Computational neuroanatomy of speech production
Hickok, G. (2012) · Nature Reviews Neuroscience · doi:10.1038/nrn3158 · Cited by 837 · see citing works
Linguistic Features Identify Alzheimer’s Disease in Narrative Speech
Fraser, K. C., Meltzer, J. A., & Rudzicz, F. (2015) · Journal of Alzheimer's Disease · doi:10.3233/jad-150520 · Cited by 797 · see citing works
The DIVA model: A neural theory of speech acquisition and production
Tourville, J. A., & Guenther, F. H. (2011) · Language and Cognitive Processes · doi:10.1080/01690960903498424 · Cited by 748 · see citing works
Clinicopathological and imaging correlates of progressive aphasia and apraxia of speech
Josephs, K. A. (2006) · Brain · doi:10.1093/brain/awl078 · Cited by 679 · see citing works
Connected speech production in three variants of primary progressive aphasia
Wilson, S. M., Henry, M. L., Besbris, M., Ogar, J. M., Dronkers, N. F., Jarrold, W., Miller, B. L., & Gorno-Tempini, M. L. (2010) · Brain · doi:10.1093/brain/awq129 · Cited by 546 · see citing works
An fMRI investigation of syllable sequence production
Bohland, J. W., & Guenther, F. H. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.04.173 · Cited by 545 · see citing works
Clinicopathologic analysis of frontotemporal and corticobasal degenerations and PSP
Josephs, K. A., Petersen, R. C., Knopman, D. S., Boeve, B. F., Whitwell, J. L., Duffy, J. R., Parisi, J. E., & Dickson, D. W. (2006) · Neurology · doi:10.1212/01.wnl.0000191307.69661.c3 · Cited by 455 · see citing works
Characterizing a neurodegenerative syndrome: primary progressive apraxia of speech
Josephs, K. A., Duffy, J. R., Strand, E. A., Machulda, M. M., Senjem, M. L., Master, A. V., Lowe, V. J., Jack, C. R., & Whitwell, J. L. (2012) · Brain · doi:10.1093/brain/aws032 · Cited by 415 · see citing works
Primary progressive aphasia: clinicopathological correlations
Grossman, M. (2010) · Nature Reviews Neurology · doi:10.1038/nrneurol.2009.216 · Cited by 414 · see citing works
The apraxia of speech rating scale: A tool for diagnosis and description of apraxia of speech
Strand, E. A., Duffy, J. R., Clark, H. M., & Josephs, K. A. (2014) · Journal of Communication Disorders · doi:10.1016/j.jcomdis.2014.06.008 · Cited by 282 · see citing works
The non-fluent/agrammatic variant of primary progressive aphasia
Grossman, M. (2012) · The Lancet Neurology · doi:10.1016/s1474-4422(12)70099-6 · Cited by 231 · see citing works
Automated classification of primary progressive aphasia subtypes from narrative speech transcripts
Fraser, K. C., Meltzer, J. A., Graham, N. L., Leonard, C., Hirst, G., Black, S. E., & Rochon, E. (2014) · Cortex · doi:10.1016/j.cortex.2012.12.006 · Cited by 229 · see citing works
Skipper, J. I., Devlin, J. T., & Lametti, D. R. (2016) · Brain and Language · doi:10.1016/j.bandl.2016.10.004 · Cited by 220 · see citing works
Syndromes dominated by apraxia of speech show distinct characteristics from agrammatic PPA
Josephs, K. A., Duffy, J. R., Strand, E. A., Machulda, M. M., Senjem, M. L., Lowe, V. J., Jack, C. R., & Whitwell, J. L. (2013) · Neurology · doi:10.1212/wnl.0b013e31829c5ed5 · Cited by 176 · see citing works
The evolution of primary progressive apraxia of speech
Josephs, K. A., Duffy, J. R., Strand, E. A., Machulda, M. M., Senjem, M. L., Gunter, J. L., Schwarz, C. G., Reid, R. I., Spychalla, A. J., Lowe, V. J., et al. (2014) · Brain · doi:10.1093/brain/awu223 · Cited by 173 · see citing works
Progressive Nonfluent Aphasia and Its Characteristic Motor Speech Deficits
Ogar, J., Dronkers, N., Brambati, S., Miller, B., & Gorno-Tempini, M. (2007) · Alzheimer Disease and Associated Disorders · doi:10.1097/wad.0b013e31815d19fe · Cited by 173 · see citing works
Differentiating primary progressive aphasias in a brief sample of connected speech
Ash, S., Evans, E., O'Shea, J., Powers, J., Boller, A., Weinberg, D., Haley, J., McMillan, C., Irwin, D. J., Rascovsky, K., et al. (2013) · Neurology · doi:10.1212/wnl.0b013e31829c5d0e · Cited by 171 · see citing works
Santos‐Santos, M., Mandelli, M. L., Binney, R. J., Ogar, J. M., Wilson, S. M., Henry, M. L., Hubbard, H. I., Meese, M., Attygalle, S., Rosenberg, L. M., et al. (2016) · JAMA Neurology · doi:10.1001/jamaneurol.2016.0412 · Cited by 162 · see citing works
Prosodic and phonetic subtypes of primary progressive apraxia of speech
Utianski, R. L., Duffy, J. R., Clark, H. M., Strand, E. A., Botha, H., Schwarz, C. G., Machulda, M. M., Senjem, M. L., Spychalla, A. J., Jack, C. R., et al. (2018) · Brain and Language · doi:10.1016/j.bandl.2018.06.004 · Cited by 160 · see citing works
Croot, K., Ballard, K. J., Leyton, C. E., & Hodges, J. R. (2012) · Journal of Speech Language and Hearing Research · doi:10.1044/1092-4388(2012/11-0323 · Cited by 156 · see citing works
The neuroanatomy of pure apraxia of speech in stroke
Graff‐Radford, J., Jones, D. T., Strand, E. A., Rabinstein, A. A., Duffy, J. R., & Josephs, K. A. (2014) · Brain and Language · doi:10.1016/j.bandl.2014.01.004 · Cited by 147 · see citing works
Smith, K. M., & Caplan, D. N. (2018) · Brain and Language · doi:10.1016/j.bandl.2018.08.002 · Cited by 144 · see citing works
Non-fluent speech in frontotemporal lobar degeneration
Ash, S., Moore, P., Vesely, L., Gunawardena, D., McMillan, C. T., Anderson, C., Avants, B., & Grossman, M. (2009) · Journal of Neurolinguistics · doi:10.1016/j.jneuroling.2008.12.001 · Cited by 140 · see citing works
Peeva, M. G., Guenther, F. H., Tourville, J. A., Nieto-Castanon, A., Anton, J.-L., Nazarian, B., & Alario, F.-X. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2009.12.065 · Cited by 135 · see citing works
Basilakos, A., Rorden, C., Bonilha, L., Moser, D., & Fridriksson, J. (2015) · Stroke · doi:10.1161/strokeaha.115.009211 · Cited by 115 · see citing works
Cortical neuroanatomic correlates of symptom severity in primary progressive aphasia
Sapolsky, D., Bakkour, A., Negreira, A. M., Nalipinski, P., Weıntraub, S., Mesulam, M. M., Caplan, D. N., & Dickerson, B. C. (2010) · Neurology · doi:10.1212/wnl.0b013e3181ea15e8 · Cited by 113 · see citing works
Self-citationYunusova, Y., Graham, N. L., Shellikeri, S., Phuong, K., Kulkarni, M., Rochon, E. A., Tang‐Wai, D. F., Chow, T. W., Black, S. E., Zinman, L. H., et al. (2016) · PLoS ONE · doi:10.1371/journal.pone.0147573 · Cited by 111 · see citing works
Self-citationCai, S., Tourville, J. A., Beal, D. S., Perkell, J. S., Guenther, F. H., & Ghosh, S. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00054 · Cited by 103 · see citing works
Algorithmic Estimation of Pauses in Extended Speech Samples of Dysarthric and Typical Speech.
Green, J. R., Beukelman, D. R., & Ball, L. J. (2004) · PubMed · Cited by 90 · see citing works
Self-citationNip, I. S. B., & Green, J. R. (2013) · Child Development · doi:10.1111/cdev.12052 · Cited by 90 · see citing works
Self-citationApraxia in progressive nonfluent aphasia
Rohrer, J. D., Rossor, M. N., & Warren, J. D. (2009) · Journal of Neurology · doi:10.1007/s00415-009-5371-4 · Cited by 89 · see citing works
Poole, M. L., Brodtmann, A., Darby, D., & Vogel, A. P. (2017) · Journal of Speech, Language, and Hearing Research · doi:10.1044/2016_jslhr-s-16-0140 · Cited by 84 · see citing works
Whitwell, J. L., Duffy, J. R., Strand, E. A., Xia, R., Mandrekar, J. N., Machulda, M. M., Senjem, M. L., Lowe, V. J., Jack, C. R., & Josephs, K. A. (2013) · Brain and Language · doi:10.1016/j.bandl.2013.02.005 · Cited by 81 · see citing works
Abnormalities of connected speech in the non-semantic variants of primary progressive aphasia
Sajjadi, S. A., Patterson, K. E., Tomek, M., & Nestor, P. J. (2012) · Aphasiology · doi:10.1080/02687038.2012.710318 · Cited by 55 · see citing works
Tau-PET imaging with [18F]AV-1451 in primary progressive apraxia of speech
Utianski, R. L., Whitwell, J. L., Schwarz, C. G., Senjem, M. L., Tosakulwong, N., Duffy, J. R., Clark, H. M., Machulda, M. M., Petersen, R. C., Jack, C. R., et al. (2018) · Cortex · doi:10.1016/j.cortex.2017.12.021 · Cited by 50 · see citing works
Disrupted functional connectivity in primary progressive apraxia of speech
Botha, H., Utianski, R. L., Whitwell, J. L., Duffy, J. R., Clark, H. M., Strand, E. A., Machulda, M. M., Tosakulwong, N., Knopman, D. S., Petersen, R. C., et al. (2018) · NeuroImage Clinical · doi:10.1016/j.nicl.2018.02.036 · Cited by 44 · see citing works
Cordella, C., Dickerson, B. C., Quimby, M., Yunusova, Y., & Green, J. R. (2016) · Aphasiology · doi:10.1080/02687038.2016.1191054 · Cited by 40 · see citing works
Self-citationPredicting clinical decline in progressive agrammatic aphasia and apraxia of speech
Whitwell, J. L., Weigand, S. D., Duffy, J. R., Clark, H. M., Strand, E. A., Machulda, M. M., Spychalla, A. J., Senjem, M. L., Jack, C. R., & Josephs, K. A. (2017) · Neurology · doi:10.1212/wnl.0000000000004685 · Cited by 39 · see citing works
Tracking the development of agrammatic aphasia: A tensor-based morphometry study
Whitwell, J. L., Duffy, J. R., Machulda, M. M., Clark, H. M., Strand, E. A., Senjem, M. L., Gunter, J. L., Spychalla, A. J., Petersen, R. C., Jack, C. R., et al. (2016) · Cortex · doi:10.1016/j.cortex.2016.09.017 · Cited by 31 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Speech and language markers of neurodegeneration: a call for global equity
García, A. M., de Leon, J., Tee, B. L., Blasi, D. E., & Gorno-Tempini, M. L. (2023) · Brain · doi:10.1093/brain/awad253 · Cited by 102 · see citing works
Primary progressive apraxia of speech: from recognition to diagnosis and care
Duffy, J. R., Utianski, R. L., & Josephs, K. A. (2020) · Aphasiology · doi:10.1080/02687038.2020.1787732 · Cited by 100 · see citing works
Speech as a Biomarker: Opportunities, Interpretability, and Challenges
Ramanarayanan, V., Lammert, A. C., Rowe, H. P., Quatieri, T. F., & Green, J. R. (2022) · Perspectives of the ASHA Special Interest Groups · doi:10.1044/2021_persp-21-00174 · Cited by 70 · see citing works
Self-citationGarcía, A. M., Welch, A. E., Mandelli, M. L., Henry, M. L., Lukic, S., Torres Prioris, M. J., Deleon, J., Ratnasiri, B. M., Lorca-Puls, D. L., Miller, B. L., et al. (2022) · Neurology · doi:10.1212/wnl.0000000000200750 · Cited by 47 · see citing works
García, A. M., Johann, F., Echegoyen, R. E., Calcaterra, C., Riera, P., Belloli, L. M. L., & Carrillo, F. (2023) · Behavior Research Methods · doi:10.3758/s13428-023-02240-z · Cited by 29 · see citing works
Lorca‐Puls, D. L., Gajardo‐Vidal, A., Mandelli, M. L., Illán‐Gala, I., Ezzes, Z., Wauters, L., Battistella, G., Bogley, R., Ratnasiri, B. M., Licata, A. E., et al. (2023) · Brain · doi:10.1093/brain/awad327 · Cited by 26 · see citing works
Breakdowns in Informativeness of Naturalistic Speech Production in Primary Progressive Aphasia
Gallée, J., Cordella, C., Fedorenko, E. G., Hochberg, D., Touroutoglou, A., Quimby, M., & Dickerson, B. C. (2021) · Brain Sciences · doi:10.3390/brainsci11020130 · Cited by 24 · see citing works
Self-citationHaley, K. L., Jacks, A., Jarrett, J., Ray, T., Cunningham, K. T., Gorno‐Tempini, M. L., & Henry, M. L. (2021) · Journal of Speech Language and Hearing Research · doi:10.1044/2020_jslhr-20-00445 · Cited by 24 · see citing works
Brain changes underlying progression of speech motor programming impairment
Landín-Romero, R., Liang, C. T., Monroe, P., Higashiyama, Y., Leyton, C. E., Hodges, J. R., Piguet, O., & Ballard, K. J. (2021) · Brain Communications · doi:10.1093/braincomms/fcab205 · Cited by 21 · see citing works
Reading prosody in the non-fluent and logopenic variants of primary progressive aphasia
Matias-Guiu, J. A., Suárez-Coalla, P., Pytel, V., Cabrera-Martín, M. N., Moreno-Ramos, T., Delgado-Alonso, C., Delgado-Álvarez, A., Matías-Guiu, J., & Cuetos, F. (2020) · Cortex · doi:10.1016/j.cortex.2020.08.013 · Cited by 20 · see citing works
Silent Pauses and Speech Indices as Biomarkers for Primary Progressive Aphasia
Potagas, C. M., Nikitopoulou, Z., Angelopoulou, G., Kasselimis, D. S., Laskaris, N., Kourtidou, E., Constantinides, V. C., Bougea, A. M., Paraskevas, G. P., Papageorgiou, G., et al. (2022) · Medicina · doi:10.3390/medicina58101352 · Cited by 17 · see citing works
Staiger, A., Schroeter, M. L., Ziegler, W., Schölderle, T., Anderl‐Straub, S., Danek, A., Duning, T., Fassbender, K. C., Fließbach, K., Jahn, H., et al. (2021) · Cortex · doi:10.1016/j.cortex.2021.03.017 · Cited by 19 · see citing works
Cordella, C., Filippo, L. D., Kolachalama, V. B., & Kiran, S. (2024) · American Journal of Speech-Language Pathology · doi:10.1044/2024_ajslp-23-00208 · Cited by 16 · see citing works
Self-citationA Longitudinal Evaluation of Speech Rate in Primary Progressive Apraxia of Speech
Utianski, R. L., Martin, P. R., Hanley, H., Duffy, J. R., Botha, H., Clark, H. M., Whitwell, J. L., & Josephs, K. A. (2021) · Journal of Speech Language and Hearing Research · doi:10.1044/2020_jslhr-20-00253 · Cited by 16 · see citing works
Rowe, H. P., Gochyyev, P., Lammert, A. C., Lowit, A., Spencer, K. A., Dickerson, B. C., Berry, J. D., & Green, J. R. (2022) · Journal of Neural Transmission · doi:10.1007/s00702-022-02550-0 · Cited by 15 · see citing works
Self-citationNeural substrates of verbal repetition deficits in primary progressive aphasia
Miller, H. E., Cordella, C., Collins, J. A., Ezzo, R., Quimby, M., Hochberg, D., Tourville, J. A., Dickerson, B. C., & Guenther, F. H. (2021) · Brain Communications · doi:10.1093/braincomms/fcab015 · Cited by 15 · see citing works
Self-citationPrimary progressive aphasias associated with C9orf72 expansions: Another side of the story
Saracino, D., Géraudie, A., Remes, A. M., Sophie Ferrieux, A., Nogues, M., Bottani, S., Cipriano, L., Houot, M., Funkiewiez, A., Camuzat, A., et al. (2021) · Cortex · doi:10.1016/j.cortex.2021.09.005 · Cited by 15 · see citing works
Bouvier, L., Monetta, L., Vitali, P., Laforce, R. J., & Martel‐Sauvageau, V. (2021) · American Journal of Speech-Language Pathology · doi:10.1044/2020_ajslp-20-00162 · Cited by 13 · see citing works
Progressive apraxia of speech in Quebec French speakers: A case series
Bouvier, L., Monetta, L., Laforce, R. J., Vitali, P., Bocti, C., & Martel‐Sauvageau, V. (2021) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.12606 · Cited by 11 · see citing works
Coppieters, R., Bouzigues, A., Jiskoot, L. C., Montembeault, M., Tee, B. L., Rohrer, J. D., Bruffaerts, R., Russell, L. L., Foster, P. H., Ferry‐Bolder, E., et al. (2024) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2024.105909 · Cited by 9 · see citing works
Language and Speech Markers of Primary Progressive Aphasia: A Systematic Review
Stalpaert, J., Cocquyt, E., Criel, Y., Segers, L., Miatton, M., Langenhove, T. V., van Mierlo, P., & Letter, M. D. (2020) · American Journal of Speech-Language Pathology · doi:10.1044/2020_ajslp-20-00008 · Cited by 9 · see citing works
Gallée, J., & Volkmer, A. (2021) · Perspectives of the ASHA Special Interest Groups · doi:10.1044/2021_persp-21-00021 · Cited by 7 · see citing works
Speech rate increase in primary progressive apraxia of speech and its cost on articulatory accuracy
Bouvier, L., Monetta, L., & Martel‐Sauvageau, V. (2021) · Clinical Linguistics & Phonetics · doi:10.1080/02699206.2021.1960622 · Cited by 8 · see citing works
Cordella, C., Gutz, S. E., Eshghi, M., Stipancic, K. L., Schliep, M. E., Dickerson, B. C., & Green, J. R. (2022) · Journal of Speech Language and Hearing Research · doi:10.1044/2022_jslhr-22-00177 · Cited by 7 · see citing works
Self-citationConnected Speech Alterations and Progression in Patients With Primary Progressive Aphasia Variants
Canu, E., Agosta, F., Lumaca, L., Basaia, S., Castelnovo, V., Santicioli, S., Pisano, S., Gatti, E., Lamanuzzi, A., Spinelli, E. G., et al. (2025) · Neurology · doi:10.1212/wnl.0000000000213524 · Cited by 6 · see citing works
Speech Motor Profiles in Primary Progressive Aphasia
Staiger, A., Schroeter, M. L., Ziegler, W., Pino, D., Regenbrecht, F., Schölderle, T., Rieger, T., Riedl, L., Müller‐Sarnowski, F., & Diehl‐Schmid, J. (2023) · American Journal of Speech-Language Pathology · doi:10.1044/2023_ajslp-22-00319 · Cited by 6 · see citing works
He, D., Xu, L., Betthauser, T. J., Hulle, C. V., Liss, J., Berisha, V., & Mueller, K. D. (2025) · Alzheimer s & Dementia · doi:10.1002/alz.70635 · Cited by 5 · see citing works
Rezaii, N., Hochberg, D., Quimby, M., Wong, B., McGinnis, S., Dickerson, B., & Putcha, D. (2024) · Frontiers in Neuroscience · doi:10.3389/fnins.2024.1342909 · Cited by 4 · see citing works
Self-citationAnomia: Deciphering Functional Neuroanatomy in Primary Progressive Aphasia Variants
Akhmadullina, D. R., Коновалов, Р. Н., Shpilyukova, Y. A., Fedotova, E. Y., & Illarioshkin, S. N. (2023) · Brain Sciences · doi:10.3390/brainsci13121703 · Cited by 4 · see citing works
Neurodegenerative Disorders of Speech and Language: Language-Dominant Diseases
Deleon, J., Tee, B. L., & García, A. M. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-819641-0.00030-x · Cited by 4 · see citing works
Zaninotto, A. L., Makary, M. M., Rowe, H. P., Eshghi, M., Tseng, C.-E. J., Chan, J. G. M., Zürcher, N. R., Hooker, J. M., Lewis, A., Keegan, M., et al. (2024) · Frontiers in Neurology · doi:10.3389/fneur.2024.1451177 · Cited by 3 · see citing works
Self-citationPrimary Progressive Aphasia: Variants and Main Language Domains
Akhmadullina, D. R., & Fedotova, E. Y. (2024) · Annals of Clinical and Experimental Neurology · doi:10.17816/acen.1067 · Cited by 3 · see citing works
Grasso, S. M., Berstis, K., Schaffer, K. M., Keegan-Rodewald, W. R., Wauters, L., Europa, E., Hubbard, H. I., Dial, H. R., Hixon, J. G., Gorno‐Tempini, M. L., et al. (2024) · Cortex · doi:10.1016/j.cortex.2024.09.019 · Cited by 2 · see citing works
Tabari, F., Berger, J. I., Kunduk, M., Gemmert, A. W. A. V., & Johari, K. (2025) · Journal of Neural Engineering · doi:10.1088/1741-2552/ae00f5 · Cited by 2 · see citing works
Barcelona scale for buccophonatory apraxia: Quantitative assessment tool
Montagut, N., Borrego‐Écija, S., Herrero, J., Lladó, A., Balasa, M., Muñoz, E., Valldeoriola, F., & Sánchez‐Valle, R. (2022) · Neurología (English Edition) · doi:10.1016/j.nrleng.2022.09.006 · Cited by 2 · see citing works
Elvira‐García, W., & Aguiar, V. M. (2020) · Loquens · doi:10.3989/loquens.2020.068 · Cited by 1 · see citing works
Dugas, C. S., Chiang, H., Devora, P., Lucas-Mendoza, K., Abasi, C., Adhikari, A., Nguyen, T. P., Frolov, A., Kelley, B. J., LoBue, C., et al. (2025) · Frontiers in Neurology · doi:10.3389/fneur.2025.1630103 · Cited by 1 · see citing works
Sprechmotorische Störungen bei primär progredienter Aphasie
Staiger, A., Ziegler, W., Schroeter, M. L., & Diehl‐Schmid, J. (2021) · Sprache · Stimme · Gehör · doi:10.1055/a-1557-8414 · Cited by 1 · see citing works
Advances in Primary Progressive Aphasia
Matías‐Guiu, J. A., Laforce, R. J., & Utianski, R. L. (2022) · MDPI eBooks · doi:10.3390/books978-3-0365-4407-6
Escala Barcelona para la apraxia bucofonatoria: instrumento de evaluación cuantitativo
Montagut, N., Borrego‐Écija, S., Herrero, J., Lladó, A., Balasa, M., Muñoz, E., Valldeoriola, F., & Sánchez‐Valle, R. (2022) · Neurología · doi:10.1016/j.nrl.2022.09.003
Structural gray matter changes in primary progressive aphasia variants
Akhmadullina, D. R., Коновалов, Р. Н., Shpilyukova, Y. A., & Fedotova, E. Y. (2023) · Digital Diagnostics · doi:10.17816/dd567783
Yoon, S. H., Park, K., Kang, K., Yoon, J., & Ha, J.-W. (2024) · Phonetics and Speech Sciences · doi:10.13064/ksss.2024.16.1.057
Dysfluency in primary progressive aphasia: Temporal speech parameters
Baqué, L., & Ayuso, M. J. M. (2024) · Clinical Linguistics & Phonetics · doi:10.1080/02699206.2024.2378345 · Cited by 1 · see citing works
Pause Characteristics by Utterance Position in Patients with Primary Progressive Aphasia Subtypes
Kim, H. S., Kim, D. Y., Ye, B. S., & Kim, H. (2024) · Eon'eo cheong'gag jang'ae yeon'gu/Communication sciences & disorders · doi:10.12963/csd.240077
Apraxia of speech in primary progressive aphasia and primary progressive apraxia of speech
Croot, K., Wauters, L., & Staiger, A. (2025) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780198888482.013.0007
Apraxia of speech and dysarthria in progressive supranuclear palsy
Clark, H. M. (2025) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780198888482.013.0008
TMS–EEG Reveals Distinct Cortical Signatures in Non-Fluent PPAPreprint
Lomi, F., Santicioli, S., Casarotto, S., Jafarov, A., Hassan, G., Giannotta, A., Smeralda, C. L., Neri, F., Stramucci, G., Scoccia, A., et al. (2025) · medRxiv · doi:10.64898/2025.12.15.25342283
Neural and Behavioral Predictors of Speech Motor Sequence Learning in Primary Progressive Aphasia
Miller, H. E., Brickhouse, M. J., Hochberg, D., Nieto-Castañón, A., Tourville, J. A., Dickerson, B. C., & Guenther, F. H. (2026) · Neurobiology of Language · doi:10.1162/nol.a.281
Self-citationAntonicelli, G., Morin, B. T., Bogley, R., Newbury, R., Ezzes, Z., Ramkrishnan, S., Miller, Z., Mandelli, M. L., Tee, B. L., García, A. M., et al. (2026) · Cortex · doi:10.1016/j.cortex.2026.10.006
- Authors
- Cordella, C., Quimby, M., Touroutoglou, A., Brickhouse, M., Dickerson, B. C., & Green, J. R.
- Affiliations
- Harvard University (US)
- Corresponding author
- Green, Jordan R.
- ORCID
- Venue
- Neurology
- Published
- 2019-04-23
- Volume
- 92
- Issue
- 17
- Pages
- e1992-e2004
- ISSN
- 0028-3878 (ISSN-L)
- 1526-632X
- PMC
- PMC6511075
- OpenAlex
- W2932996615
- Cited by
- 49
- References
- 52
- Citations by year
- 2026: 2 · 2025: 7 · 2024: 9 · 2023: 6 · 2022: 8 · 2021: 12 · 2020: 5
- FWCI
- 4.97
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by-nc-nd
- Locations
- Neurology (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Funders
- Massachusetts General Hospital
- National Institutes of Health
- MGH Institute of Health Professions
- National Institute on Aging (P30AG062421)
- National Institute on Deafness and Other Communication Disorders (R01DC013547, R01DC014296, K24DC016312, R01DC002852, F31DC015703, R01DC007683)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Health Sciences › Medicine › Physiology › Voice and Speech Disorders
- Keywords
- primary progressive aphasia, motor speech disorders, articulation rate, cortical atrophy, premotor cortex, supplementary motor area, cortical thickness, longitudinal decline, disease severity
- MeSH terms
- Aged, Atrophy, Female, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Motor Cortex, Speech, Aphasia, Primary Progressive, Comprehension
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review