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Chu, Stephanie A.

https://orcid.org/0000-0001-5749-2139

Mayo Clinic

University of California, San Francisco

Citations 8

Functional Connectivity Associations With Markers of Disease Progression in GRN Pathogenic Variant Carriers
Flagan, Taru , Chu, Stephanie A. , Häkkinen, Suvi , McFall, David , Brown, Jesse A. , Fernhoff, Kristen, Rankin, Katherine P. , Mandelli, Maria Luisa , Gorno‐Tempini, Maria Luisa, Yokoyama, Jennifer S. , Sturm, Virginia E. , Foroud, Tatiana, Geschwind, Daniel H., Ghoshal, Nupur , Graff‐Radford, Neill R., Huang, Eric J. , Huey, Edward D. , Kantarci, Kejal , Mackenzie, Ian R. , Mendez, Mario F. , Onyike, Chiadi U. , Petrucelli, Leonard , Ramos, Eliana Marisa , Roberson, Erik D. , Toga, Arthur W. , Weıntraub, Sandra , Forsberg, Leah K. , Heuer, Hilary W. , Boxer, Adam L., Rosen, Howard J. , Miller, Bruce L., Moreno, Fermín , Seeley, William W., Lee, Suzee E. , Flagan, Taru M , Rohrer, Jonathan D , Kantarci, Kejal , Tartaglia, Maria Carmela , Roberson, Erik , Yokoyama, Jennifer , Zhang, Liwen , Rohrer, Jonathan D. , Lee, Alex J. , Pasquini, Lorenzo , Gorno‐Tempini, Maria‐Luisa, Appleby, Brian S. , Dickerson, Bradford Clark , Domoto‐Reilly, Kimiko , Geschwind, Daniel H. , Graff‐Radford, Neill R. , Hsiung, Ging‐Yuek Robin , Litvan, Irene , Rojas, Julio C. , Boeve, Bradley F. , Boxer, Adam L.

Annals of Clinical and Translational Neurology | September 17, 2025 | Volume: 12 | Issue: 12 | Pages: 2575-2588

10.1002/acn3.70170 Get It

ABSTRACT Objective Autosomal dominant progranulin ( GRN ) pathogenic variants are a genetic cause of frontotemporal lobar degeneration. Though clinical trials for GRN ‐related therapies are underway, there is an unmet need for biomarkers that can predict symptom onset and track disease progression. We previously showed that asymptomatic GRN variant carriers exhibit thalamocortical hyperconnectivity that increases with age, presumably as they are approaching symptom onset. Whether hyperconnectivity arises concomitantly with markers of neurodegeneration remains unclear. Methods Utilizing T1 and task‐free functional magnetic resonance imaging from 49 asymptomatic and 26 symptomatic GRN variant carriers, we determined the relationships between functional connectivity, as measured by voxelwise whole‐brain degree, and GRN ‐relevant markers of disease progression, including plasma neurofilament light chain concentrations, cerebrospinal fluid complement C1q and C3b protein levels, obsessive‐compulsive disorder symptom severity, and gray matter volume. Results Neurofilament light chain concentrations were associated with frontotemporoparietal and thalamic hyperconnectivity in asymptomatic GRN variant carriers and extensive regions of atrophy in symptomatic carriers. Complement levels were associated with regions of hyperconnectivity, but not gray matter volume, in symptomatic carriers. Obsessive‐compulsive disorder symptom severity was associated with hypoconnectivity across all GRN carriers. Asymptomatic carriers with thalamic hyperconnectivity tended to have lower gray matter volume in the bilateral insula and left lateral parietal cortex, early regions of atrophy in GRN ‐frontotemporal dementia. Interpretation In asymptomatic carriers, the co‐occurrence of hyperconnectivity, high neurofilament light chain, and low gray matter volume suggests that functional hyperconnectivity may portend the onset of clinical decline. These findings point toward hyperconnectivity as an indicator of approaching symptomatic onset.
Functional connectivity associations with markers of disease progression in GRN mutation carriers
Flagan, Taru , Chu, Stephanie A. , Häkkinen, Suvi , Zhang, Liwen , McFall, David , Heller, Carolin , Rohrer, Jonathan D., Brown, Jesse A. , Fernhoff, Kristen, Mandelli, Maria Luisa , Tempini, Maria Luisa Gorno , Sturm, Virginia E. , Dickerson, Brad C., Foroud, Tatiana M., Geschwind, Daniel H. , Ghoshal, Nupur , Graff‐Radford, Neill R. , Huey, Edward D. , Karydas, Anna M., Kaufer, Daniel , Mackenzie, Ian R. , Mendez, Mario F. , Onyike, Chiadi U. , Petrucelli, Leonard , Ramos, Eliana Marisa , Weıntraub, Sandra , Forsberg, Leah K. , Heuer, Hilary W. , Boxer, Adam L. , Rosen, Howard J. , Lee, Suzee E. , Consortia, the ARTFL/LEFFTDS, Rohrer, Jonathan D. , Lee, Alex J. , Pasquini, Lorenzo , Yokoyama, Jennifer S. , Appleby, Brian S. , Domoto‐Reilly, Kimiko , Grossman, Murray , Hsiung, Ging‐Yuek Robin , Huang, Eric J. , Kantarci, Kejal , Knopman, David S. , Litvan, Irene , Roberson, Erik D. , Rojas, Julio C. , Tartaglia, Maria Carmela , Toga, Arthur W. , Boeve, Bradley F. , Miller, Bruce L. , Moreno, Fermín , Seeley, William W. , Consortia, the ARTFL/LEFFTDS

Alzheimer's & Dementia | January 3, 2025 | Volume: 20 | Issue: S1 | Pages: No page available

10.1002/alz.087301 Get It

AbstractBackgroundAutosomal dominant progranulin (GRN) mutations are a common genetic cause of frontotemporal lobar degeneration. Though clinical trials for GRN‐related therapies are underway, there is an unmet need for biomarkers that can predict symptom onset and track disease progression. We previously showed that presymptomatic GRN carriers exhibit thalamocortical hyperconnectivity that increases with age when they are presumably closer to symptom onset. However, whether hyperconnectivity arises concomitantly with markers of neurodegeneration remains unclear.MethodUtilizing T1 and task‐free functional magnetic resonance imaging (tf‐fMRI) from 49 presymptomatic and 26 symptomatic GRN mutation carriers, we determined the relationships between functional connectivity as measured by voxel‐wise whole brain degree and GRN‐relevant markers of disease progression, which included plasma neurofilament light chain (NfL) concentrations, CSF complement C1q and C3b protein levels, grey matter atrophy, and OCD symptom severity.ResultNfL concentrations were associated with frontotemporoparietal and thalamic hyperconnectivity in presymptomatic GRN carriers and extensive regions of atrophy in symptomatic carriers. Complement levels were associated with regions of hyperconnectivity, but not gray matter, in symptomatic carriers. Presymptomatic carriers with thalamic hyperconnectivity tended to have lower grey matter volume in bilateral insula and left lateral parietal cortex, which are among regions that deteriorate in GRN‐FTD. OCD symptom severity was associated with hypoconnectivity across all GRN carriers.ConclusionIn presymptomatic carriers, the co‐occurrence of hyperconnectivity, high NfL, and low gray matter suggests that tf‐fMRI hyperconnectivity may portend the onset of the neurodegenerative phase. These findings point toward hyperconnectivity as an indicator of approaching symptomatic onset.
Network Connectivity Alterations across the MAPT Mutation Clinical Spectrum
Zhang, Liwen , Flagan, Taru , Häkkinen, Suvi , Chu, Stephanie A. , Brown, Jesse A. , Lee, Alex J. , Mandelli, Maria Luisa , Gorno‐Tempini, Maria Luisa , Sturm, Virginia E. , Yokoyama, Jennifer S. , Domoto‐Reilly, Kimiko , Geschwind, Daniel H. , Ghoshal, Nupur , Graff‐Radford, Neill R. , Huey, Edward D. , Kantarci, Kejal , Lago, Argentina Lario , Mackenzie, Ian R. , Mendez, Mario F. , Onyike, Chiadi U. , Ramos, Eliana Marisa , Roberson, Erik D. , Weıntraub, Sandra , Forsberg, Leah K. , Heuer, Hilary W. , Boxer, Adam L. , Rosen, Howard J. , Lee, Suzee E. , Consortia, the ARTFL/LEFFTDS/ALLFTD, Kantarci, Kejal , Tartaglia, Maria Carmela , Lee, Suzee E , Roberson, Erik , Yokoyama, Jennifer , Domoto-Reilly, Kimiko , Pasquini, Lorenzo , Appleby, Brian S. , Cobigo, Yann , Dickerson, Bradford Clark , Grossman, Murray , Hsiung, Ging‐Yuek Robin , Litvan, Irene , Toga, Arthur W. , Wszołek, Zbigniew K. , Boeve, Bradley F. , Miller, Bruce L. , Seeley, William W. , Consortia, the ARTFL/LEFFTDS/ALLFTD

Annals of Neurology | July 11, 2023 | Volume: 94 | Issue: 4 | Pages: 632-646

10.1002/ana.26738 Get It

ObjectiveMicrotubule‐associated protein tau (MAPT) mutations cause frontotemporal lobar degeneration, and novel biomarkers are urgently needed for early disease detection. We used task‐free functional magnetic resonance imaging (fMRI) mapping, a promising biomarker, to analyze network connectivity in symptomatic and presymptomatic MAPT mutation carriers.MethodsWe compared cross‐sectional fMRI data between 17 symptomatic and 39 presymptomatic carriers and 81 controls with (1) seed‐based analyses to examine connectivity within networks associated with the 4 most common MAPT‐associated clinical syndromes (ie, salience, corticobasal syndrome, progressive supranuclear palsy syndrome, and default mode networks) and (2) whole‐brain connectivity analyses. We applied K‐means clustering to explore connectivity heterogeneity in presymptomatic carriers at baseline. Neuropsychological measures, plasma neurofilament light chain, and gray matter volume were compared at baseline and longitudinally between the presymptomatic subgroups defined by their baseline whole‐brain connectivity profiles.ResultsSymptomatic and presymptomatic carriers had connectivity disruptions within MAPT‐syndromic networks. Compared to controls, presymptomatic carriers showed regions of connectivity alterations with age. Two presymptomatic subgroups were identified by clustering analysis, exhibiting predominantly either whole‐brain hypoconnectivity or hyperconnectivity at baseline. At baseline, these two presymptomatic subgroups did not differ in neuropsychological measures, although the hypoconnectivity subgroup had greater plasma neurofilament light chain levels than controls. Longitudinally, both subgroups showed visual memory decline (vs controls), yet the subgroup with baseline hypoconnectivity also had worsening verbal memory and neuropsychiatric symptoms, and extensive bilateral mesial temporal gray matter decline.InterpretationNetwork connectivity alterations arise as early as the presymptomatic phase. Future studies will determine whether presymptomatic carriers' baseline connectivity profiles predict symptomatic conversion. ANN NEUROL 2023;94:632–646
Presymptomatic and symptomatic MAPT mutation carriers feature functional connectivity alterations
Zhang, Liwen , Flagan, Taru , Chu, Stephanie A. , Häkkinen, Suvi , Brown, Jesse A. , Mandelli, Maria Luisa , Tempini, Maria Luisa Gorno , Dickerson, Brad C., Geschwind, Daniel H. , Ghoshal, Nupur , Graff‐Radford, Neill R. , Huey, Edward D. , Karydas, Anna M., Kaufer, Daniel , Mackenzie, Ian R. , Mendez, Mario F. , Onyike, Chiadi U. , Ramos, Eliana Marisa , Trataglia, Maria Carmela, Weıntraub, Sandra , Forsberg, Leah K. , Heuer, Hilary W. , Boxer, Adam L. , Rosen, Howard J. , Lee, Suzee E. , Consortia, ARTFL/LEFFTDS, Lee, Alex J. , Pasquini, Lorenzo , Appleby, Brian S. , Domoto‐Reilly, Kimiko , Grossman, Murray , Hsiung, Ging‐Yuek Robin , Kantarci, Kejal , Knopman, David S. , Litvan, Irene , Roberson, Erik D. , Toga, Arthur W. , Boeve, Bradley F. , Miller, Bruce L. , Seeley, William W. , Consortia, ARTFL/LEFFTDS

Alzheimer's & Dementia | February 1, 2022 | Volume: 17 | Issue: S4 | Pages: No page available

10.1002/alz.054128 Get It

AbstractBackgroundClinical trials for tauopathies require novel biomarkers for disease detection and monitoring. One previous study found functional connectivity (FC) alterations in presymptomatic (preSx) MAPT mutation carriers (Whitwell et al., 2011), yet studies have not examined FC networks along the MAPT disease continuum. We hypothesized that both symptomatic (Sx) and preSx MAPT mutation carriers would show FC alterations compared to healthy controls (HC).MethodLeveraging task‐free fMRI data from the UCSF Memory and Aging Center and the ARTFL/LEFFTDS Consortia (Boeve et al., 2019), we compared 14 Sx and 33 preSx to 80 HC to characterize their FC profiles. Using a seed‐based approach, we studied FC within networks associated with different MAPT clinical syndromes (i.e., salience network [SN] for behavioral variant frontotemporal dementia, default mode network [DMN] for Alzheimer’s‐like amnestic syndrome, corticobasal syndrome [CBS] and progressive supranuclear palsy [PSP] networks). Complementing the seed‐based approach, we next calculated whole‐brain intra‐/inter‐network FC matrices for 14 networks (Brown et al., 2019), and applied K‐means clustering to assess whether preSx displayed heterogeneous connectivity profiles. ComBat was applied to harmonize multi‐site imaging data (Fortin et al., 2017, 2018). Thresholding was set at a joint height and extent threshold of p<0.05 (uncorrected) with age, sex, education and handedness as nuisance covariates.ResultCompared to HC, Sx featured disrupted FC within key hubs of all four networks, and regions of cerebellar and pontine hyperconnectivity within CBS and PSP networks. As seen in Sx vs. HC, preSx had similar anatomical patterns of SN/CBS network hypoconnectivity and CBS/PSP network hyperconnectivity vs. HC. In contrast to Sx, who had DMN disruption, preSx showed DMN hyperconnectivity vs. HC.Whole‐brain analyses revealed that Sx had disrupted intra‐/inter‐network FC in networks involving the insula/anterior temporal lobe. Clustering analysis identified two preSx subgroups. Compared to HC, preSx1 principally had disrupted FC across networks including those disrupted in Sx, whereas preSx2 mainly demonstrated hyperconnectivity.ConclusionSx and preSx both demonstrated robust FC alterations. Future studies will investigate whether the preSx subgroup whose whole‐brain FC was similar to Sx in that it showed principally FC disruption may be at greater risk for imminent symptom conversion and/or neurodegeneration.
Complement and NfL associations with brain structure and functional connectivity alterations in presymptomatic and symptomatic GRN mutation carriers
Flagan, Taru , Chu, Stephanie A. , Häkkinen, Suvi , McFall, David , Heller, Carolin , Brown, Jesse A. , Lee, Alex J. , Mandelli, Maria Luisa , Gorno‐Tempini, Marilu, Dickerson, Brad C., Geschwind, Daniel H. , Ghoshal, Nupur , Graff‐Radford, Neill R. , Huey, Edward D. , Karydas, Anna M., Kaufer, Daniel , Mackenzie, Ian R. , Mendez, Mario F. , Onyike, Chiadi U. , Petrucelli, Leonard , Ramos, Eliana Marisa , Weıntraub, Sandra , Forsberg, Leah K. , Heuer, Hilary W. , Boxer, Adam L. , Rosen, Howard J. , Lee, Suzee E. , Consortia, ARTFL/LEFFTDS, Rohrer, Jonathan D. , Pasquini, Lorenzo , Appleby, Brian S. , Domoto‐Reilly, Kimiko , Foroud, Tatiana , Grossman, Murray , Hsiung, Ging‐Yuek Robin , Huang, Eric J. , Kantarci, Kejal , Knopman, David S. , Litvan, Irene , Roberson, Erik D. , Rojas, Julio C. , Tartaglia, Maria Carmela , Toga, Arthur W. , Boeve, Bradley F. , Miller, Bruce L. , Moreno, Fermín , Seeley, William W. , Consortia, ARTFL/LEFFTDS

Alzheimer's & Dementia | February 1, 2022 | Volume: 17 | Issue: S4 | Pages: No page available

10.1002/alz.050737 Get It

AbstractBackgroundProgranulin (GRN) mutations cause autosomal dominant frontotemporal lobar degeneration. Clinical trials for GRN‐targeted therapies are underway, yet reliable biomarkers to predict onset and track disease progression remain elusive. Task‐free functional MRI (tf‐fMRI) connectivity may be more sensitive than structural measures for detecting presymptomatic changes (Dopper, 2014; Premi, 2016). Presymptomatic GRN feature tf‐fMRI hyperconnectivity that is more pronounced in older carriers presumably closer to symptom onset, suggesting hyperconnectivity may be a harbinger of disease (Lee, 2019). To aid the interpretation of hyperconnectivity, we explored relationships of structural and tf‐fMRI measures with candidate fluid biomarkers for GRN: CSF complement proteins C3b and C1q, which drive neurodegeneration in GRN ‐/‐ mice (Lui, 2016) and plasma neurofilament light chain (NfL), a marker of axonal injury.MethodWe studied 20 symptomatic GRN (Sx), 39 presymptomatic GRN (preSx), and 67 healthy‐controls (HC). Cross‐sectional CSF C3b, C1q, and plasma NfL concentrations were compared between groups. Correlations controlling for age assessed relationships between fluid biomarkers and symptom severity (CDR®+NACC‐FTLD box score). Voxelwise multiple regression models examined interactions between fluid biomarkers and gene status on grey matter probability maps (GM) and voxelwise tf‐fMRI whole‐brain weighted degree (WBD) maps.ResultComplement concentrations were similar between Sx, preSx, and HC. Across all GRN, C3b concentrations increased with symptom severity (r=0.34, p=0.04). In Sx, but not preSx, higher C3b was associated with increased WBD in medial‐frontal regions, left insula, and thalamus compared to HC. Sx had higher NfL concentrations compared to preSx and HC. Across all GRN and in Sx, higher NfL was associated with greater symptom severity (r=0.60, p<0.001; r=0.72, p<0.001). In Sx, higher NfL was associated with lower GM in precuneus and bilateral frontoinsular cortices, but not WBD, compared to HC. In preSx, higher NfL was associated with increased WBD in thalamus and right temporal regions, but not GM, compared to HC.ConclusionC3b and NfL concentrations correlated with symptom severity. C3b concentrations were associated with tf‐fMRI connectivity alterations in Sx while NfL concentrations were associated with connectivity alterations in preSx. Longitudinal studies are needed to determine temporal relationships between altered connectivity, atrophy, complement, NfL rise, and symptom onset.
Brain volumetric deficits in MAPT mutation carriers: a multisite study
Chu, Stephanie A. , Flagan, Taru , Staffaroni, Adam M. , Jiskoot, Lize C. , Deng, Jersey, Sturm, Virginia E. , Yokoyama, Jennifer S. , Papma, Janne M. , Geschwind, Dan, Rosen, Howard J. , Boxer, Adam L. , Heuer, Hilary W. , Forsberg, Leah K. , Brushaber, Danielle , Coppola, Giovanni , Bordelon, Yvette , Faber, Kelley , Feldman, Howard , Fields, Julie A. , Gavrilova, Ralitza H. , Ghoshal, Nupur , Graff‐Radford, Neill R. , Hsiung, Ging‐Yuek Robin , Huey, Edward D. , Kantarci, Kejal , Kaufer, Daniel , Karydas, Anna M., Kornak, John , Kramer, Joel H. , Kukull, Walter A. , Mackenzie, Ian R. , Mendez, Mario F. , Miller, Bruce L. , Onyike, Chiadi U. , Pantelyat, Alexander , Rademakers, Rosa , Ramos, Eliana Marisa , Roberson, Erik D. , Tartaglia, Maria Carmela , Tatton, Nadine , Toga, Arthur W. , Vetor, Ashley, Weıntraub, Sandra , Wong, Bonnie , Lee, Suzee E. , Brushaber, Danielle E, Kantarci, Kejal , Knopman, David S. , Lee, Suzee E , Hsiung, Gink-Yuek , Roberson, Erik , Miller, Bruce L , Pantelyat, Alex , Tartaglia, Maria Carmela , Yokoyama, Jennifer , Feldman, Howard H , Jiskoot, Lize C , Spina, Salvatore , Zhang, Liwen , Seeley, William W. , Boeve, Bradley F. , Grossman, Murray , Dickerson, Bradford Clark , Fong, Jamie , Foroud, Tatiana , Irwin, David J. , Knopman, David S. , Lapid, Maria I. , Litvan, Irene , Wszołek, Zbigniew K. , Swieten, John C. van

Annals of Clinical and Translational Neurology | November 28, 2020 | Volume: 8 | Issue: 1 | Pages: 95-110

10.1002/acn3.51249 Get It

AbstractObjectiveMAPT mutations typically cause behavioral variant frontotemporal dementia with or without parkinsonism. Previous studies have shown that symptomatic MAPT mutation carriers have frontotemporal atrophy, yet studies have shown mixed results as to whether presymptomatic carriers have low gray matter volumes. To elucidate whether presymptomatic carriers have lower structural brain volumes within regions atrophied during the symptomatic phase, we studied a large cohort of MAPT mutation carriers using a voxelwise approach.MethodsWe studied 22 symptomatic carriers (age 54.7 ± 9.1, 13 female) and 43 presymptomatic carriers (age 39.2 ± 10.4, 21 female). Symptomatic carriers’ clinical syndromes included: behavioral variant frontotemporal dementia (18), an amnestic dementia syndrome (2), Parkinson’s disease (1), and mild cognitive impairment (1). We performed voxel‐based morphometry on T1 images and assessed brain volumetrics by clinical subgroup, age, and mutation subtype.ResultsSymptomatic carriers showed gray matter atrophy in bilateral frontotemporal cortex, insula, and striatum, and white matter atrophy in bilateral corpus callosum and uncinate fasciculus. Approximately 20% of presymptomatic carriers had low gray matter volumes in bilateral hippocampus, amygdala, and lateral temporal cortex. Within these regions, low gray matter volumes emerged in a subset of presymptomatic carriers as early as their thirties. Low white matter volumes arose infrequently among presymptomatic carriers.InterpretationA subset of presymptomatic MAPT mutation carriers showed low volumes in mesial temporal lobe, the region ubiquitously atrophied in all symptomatic carriers. With each decade of age, an increasing percentage of presymptomatic carriers showed low mesial temporal volume, suggestive of early neurodegeneration.
P2‐397: GYRIFICATION ABNORMALITIES IN PRESYMPTOMATIC C9ORF72 EXPANSION CARRIERS
Lee, Suzee E. , Battistella, Giovanni , Chu, Stephanie A. , Rosen, Howard J. , Karydas, Anna M., Coppola, Giovanni , Geschwind, Daniel H. , Rademakers, Rosa , Tempini, Maria Luisa Gorno , Caverzasi, Eduardo , Zanto, Theodore P. , Miller, Bruce L. , Seeley, William W.

Alzheimer's & Dementia | October 18, 2019 | Volume: 15 | Issue: 7S_Part_14 | Pages: No page available

10.1016/j.jalz.2019.06.2804 Get It