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Koga, Shunsuke

https://orcid.org/0000-0001-8868-9700

Mayo Clinic

Mayo Clinic

Citations 90

Effect of APOE ɛ4 genotype on age at onset and comorbid pathologies in multiple system atrophy (P8-11.004)
Sekiya, Hiroaki , Koga, Shunsuke , Ross, Owen A. , Dickson, Dennis W.

Neurology | April 28, 2023 | Volume: 100 | Issue: 17_supplement_2 | Pages: No page available

10.1212/wnl.0000000000203156 Get It

Perry syndrome – the genetic, clinical, and pathological characteristics of the disease (P8-11.001)
Dulski, Jarosław , Tipton, Philip W. , Strongosky, Audrey , Rose, Juliana H., Parrales, Zoe, Dunmore, Judith, Tipton, Philip W , Dulski, Jaroslaw , Koga, Shunsuke , Ali, Shan , Dickson, Dennis W. , Wszołek, Zbigniew K.

Neurology | April 28, 2023 | Volume: 100 | Issue: 17_supplement_2 | Pages: No page available

10.1212/wnl.0000000000203037 Get It

Brain bank questionnaire helps in differential diagnosis of parkinsonian disorders: an autopsy study of 150 patients
Martin, Nicholas B. , Koga, Shunsuke , Koga, Shunsuke , Sekiya, Hiroaki , Dickson, Dennis W.

No container title available | January 16, 2023 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-2477309/v1 Get It

Abstract Background: As part of the CurePSP brain donation program, a questionnaire was developed to capture basic information from the next-of-kin or someone familiar with the brain donor with respect to symptoms and clinical course. The usefulness of information from the questionnaire has not been assessed. Objective: To assess the value of information from the brain donation questionnaire as it relates to differential diagnosis of parkinsonian disorders. Methods: We reviewed 150 questionnaires, including 50 patients, each with a neuropathologic diagnosis of Lewy body disease (LBD), multiple system atrophy (MSA), or progressive supranuclear palsy (PSP). The frequency of clinical features recorded in the questionnaires was compared for the three disorders, and machine learning algorithm, XGBoost, was applied to tabulated information from the questionnaires to identify features that had predictive value with respect to neuropathologic diagnosis. Results: The information from the questionnaires correlated with core clinical features for each disorder - hallucinations for LBD, autonomic dysfunction for MSA, and early falls for PSP. Age at onset and early falls were identified as the key variables that contributed most to prediction of neuropathology. Conclusion: While less optimal than prospectively collected information, a questionnaire can provide useful clinical information for clinicopathological correlative studies.
Diagnosis of Alzheimer’s disease and tauopathies on whole slide histopathology images using a weakly supervised deep learning algorithm
Yao, Gary, Martin, Nicholas B. , Castanedes‐Casey, Monica , Hwang, Tae Hyun , Koga, Shunsuke , Koga, Shunsuke , Kim, Minji , Sekiya, Hiroaki , Dickson, Dennis W.

No container title available | January 16, 2023 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-2459626/v2 Get It

Abstract Neuropathological assessment at autopsy is the gold standard for diagnosing neurodegenerative disorders. We aimed to develop a pipeline for diagnosing Alzheimer's disease and other tauopathies, including corticobasal degeneration, globular glial tauopathy, Pick’s disease, and progressive supranuclear palsy. We used deep learning (DL)-based approach called clustering-constrained-attention multiple instance learning (CLAM) on whole slide images (WSIs) of tau immunohistochemistry in three brain regions from 120 patients. We also augmented gradient-weighted class activation mapping (Grad-CAM) to the model for visualizing cellular-level evidence in the model’s decisions. The model using the sections of cingulate and superior frontal gyri achieved the highest area under the curve (0.970±0.037) and diagnostic accuracy (0.873±0.087). Grad-CAM showed the highest attention in known pathognomonic tau lesions for each disease (e.g., Pick bodies for Pick’s disease). Our findings supported the feasibility of the DL-based approach for the classification task on WSIs, which encouraged further investigation, especially focusing on clinicopathological correlation studies.
Diagnosis of Alzheimer’s disease and tauopathies on whole slide histopathology images using a weakly supervised deep learning algorithm
Martin, Nicholas B. , Castanedes‐Casey, Monica , Hwang, Tae Hyun , Koga, Shunsuke , Koga, Shunsuke , Kim, Minji , Sekiya, Hiroaki , Dickson, Dennis W.

No container title available | January 10, 2023 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-2459626/v1 Get It

Abstract Neuropathological assessment at autopsy is the gold standard for diagnosing neurodegenerative disorders. We aimed to develop a pipeline for diagnosing Alzheimer's disease and other tauopathies, including corticobasal degeneration, globular glial tauopathy, Pick’s disease, and progressive supranuclear palsy. We used deep learning (DL)-based approach called clustering-constrained-attention multiple instance learning (CLAM) on whole slide images (WSIs) of tau immunohistochemistry in three brain regions from 120 patients. We also augmented gradient-weighted class activation mapping (Grad-CAM) to the model for visualizing cellular-level evidence in the model’s decisions. The model using the sections of cingulate and superior frontal gyri achieved the highest area under the curve (0.970±0.037) and diagnostic accuracy (0.873±0.087). Grad-CAM showed the highest attention in known pathognomonic tau lesions for each disease (e.g., Pick bodies for Pick’s disease). Our findings supported the feasibility of the DL-based approach for the classification task on WSIs, which encouraged further investigation, especially focusing on clinicopathological correlation studies.
Creutzfeldt–Jakob Disease Misdiagnosed as Multiple System Atrophy
Martin, Nicholas B. , Koga, Shunsuke , Sekiya, Hiroaki , Dickson, Dennis W. , Dickson, Dennis W , Koga, Shunsuke , Sekiya, Hiroaki , Appleby, Brian S.

Movement Disorders Clinical Practice | January 6, 2023 | Volume: 10 | Issue: 3 | Pages: 496-500

10.1002/mdc3.13654 Get It

AbstractBackgroundMultiple system atrophy (MSA) is a progressive neurodegenerative disorder characterized by various combinations of autonomic failure, parkinsonism, and cerebellar syndromes. Although consensus criteria have been widely used to diagnose MSA, accurate clinical diagnosis remains challenging. Other neurodegenerative disorders, such as Lewy body disease, can mimic MSA.ObjectivesWe described clinical and neuropathologic findings of two patients with Creutzfeldt–Jakob disease (CJD) who had antemortem clinical diagnoses of MSA.MethodsThe brain bank for neurodegenerative disorders was queried for cases with a clinical diagnosis of MSA, but neuropathologic findings of CJD.ResultsCase 1 was a 55‐year‐old man with a 6‐month history of orthostatic hypotension, parkinsonism, cerebellar ataxia, bradyphrenia, and memory impairment. Case 2 was a 65‐year‐old man who had a 5‐year history of cerebellar ataxia, parkinsonism, and cognitive impairment, as well as a 7‐year history of dream enactment behavior. Neither case had characteristic α‐synuclein immunoreactive neuronal or glial inclusions typical of MSA. Instead, they had spongiform encephalopathy with neuronal loss and gliosis with prion protein‐immunoreactive kuru‐like plaques. Genetic analyses in case 1 had wild‐type PRNP, whereas case 2 revealed a 4‐octapeptide repeat insertion in PRNP.ConclusionsEven when clinical features suggest MSA, CJD should also be considered if the progression is rapid or the disease course is atypical, such as the absence of autonomic dysfunction for an extended period.
Report of A Family with Adult‐Onset Leukoencephalopathy with Axonal Spheroids and Pigmented Glia (ALSP) Without Mutations in CSF1R, AARS1 or AARS2
Dulski, Jarosław , Koga, Shunsuke , Koga, Shunsuke , Dulski, Jaroslaw , Dickson, Dennis W. , Wszołek, Zbigniew K.

Movement Disorders Clinical Practice | December 26, 2022 | Volume: 10 | Issue: 2 | Pages: 307-312

10.1002/mdc3.13650 Get It

ABSTRACTBackgroundAdult‐onset leukoencephalopathy with axonal spheroids and pigmented glia (ALSP) is a rare neurodegenerative disorder with characteristic clinicopathological features. Identification of pathogenic mutations in CSF1R, AARS1, and AARS2 genes led to increased recognition and diagnosis of the ALSP.ObjectivesThis paper presents the first family with typical clinical, radiological, and pathological features of ALSP, yet negative for CSF1R, AARS1, and AARS2 mutations.MethodsThe index case was a 30‐year‐old male who presented with gait difficulty, followed by cognitive decline and incontinence.ResultsNeurological examination evidenced progressive dementia, dysarthria, spasticity, parkinsonism, and severe gait disturbances. Brain MRI showed confluent white matter abnormalities with scattered foci of restricted diffusion, and atrophy of the corpus callosum. He was suspected of ALSP; however, the extensive genetic work‐up did not find pathogenic mutation. He died at 33 years, and brain autopsy was performed. He had myelin staining pallor and axonal swellings, spheroids, and pigmented glia in affected white matter. His father developed similar symptoms in his early 40s and died at 46 years. Neuropathological examination also confirmed ALSP diagnosis. We found two similar cases in the literature with typical ALSP features but negative for CSF1R mutation; however, none were tested for AARS1 and AARS2 mutations.ConclusionsWe draw attention to a new entity within the ALSP disease spectrum that needs further investigation. As the disease‐modifying therapy is already available for ALSP‐CSF1R, there is a strong need to identify the genetic cause of patients such as these in the ALSP spectrum, enabling research toward implementing effective treatment.
APOE2 Exacerbates TDP‐43 Related Toxicity in the Absence of Alzheimer Pathology
Meneses, Axel , Li, Zonghua , O’Leary, Justin , Li, Fuyao , Nakamura, M. , Kurti, Aishe, Heckman, Michael G. , White, Launia J. , Xie, Manling , Chen, Yixing , Finch, NiCole A., Lim, Melina J., Delenclos, Marion , DeTure, Michael , Martin, Nicholas B. , Ikezu, Tadafumi C. , Blitterswijk, Marka van , Wu, Long‐Jun , McLean, Pamela J. , Rademakers, Rosa , Ross, Owen A. , Bu, Guojun , Zhao, Na , Meneses, Axel D , Li, Zonghua , O'Leary, Justin, Li, Fuyao , Chen, Kai , Murakami, Aya , Qiao, Wenhui , Heckman, Michael G , White, Launia, DeTure, Michael A, Linares, Cynthia , van Blitterswijk, Marka M, Ross, Owen A , Dickson, Dennis W , Zhao, Na , van Blitterswijk, Marka , Wu, Long-Jun , Bu, Guojun , Chen, Yixing , Xie, Manling , McLean, Pamela J , Koga, Shunsuke , Chen, Kai , Dickson, Dennis W.

Annals of Neurology | December 22, 2022 | Volume: 93 | Issue: 4 | Pages: 830-843

10.1002/ana.26580 Get It

ObjectiveRecent evidence supports a link between increased TDP‐43 burden and the presence of an APOE4 gene allele in Alzheimer's disease (AD); however, it is difficult to conclude the direct effect of APOE on TDP‐43 pathology due to the presence of mixed AD pathologies. The goal of this study is to address how APOE isoforms impact TDP‐43 pathology and related neurodegeneration in the absence of typical AD pathologies.MethodsWe overexpressed human TDP‐43 via viral transduction in humanized APOE2, APOE3, APOE4 mice, and murine Apoe‐knockout (Apoe‐KO) mice. Behavior tests were performed across ages. Animals were harvested at 11 months of age and TDP‐43 overexpression‐related neurodegeneration and gliosis were assessed. To further address the human relevance, we analyzed the association of APOE with TDP‐43 pathology in 160 postmortem brains from autopsy‐confirmed amyotrophic lateral sclerosis (ALS) and frontotemporal lobar degeneration with motor neuron disease (FTLD‐MND) in the Mayo Clinic Brain Bank.ResultsWe found that TDP‐43 overexpression induced motor function deficits, neuronal loss, and gliosis in the motor cortex, especially in APOE2 mice, with much milder or absent effects in APOE3, APOE4, or Apoe‐KO mice. In the motor cortex of the ALS and FTLD‐MND postmortem human brains, we found that the APOE2 allele was associated with more severe TDP‐43‐positive dystrophic neurites.InterpretationOur data suggest a genotype‐specific effect of APOE on TDP‐43 proteinopathy and neurodegeneration in the absence of AD pathology, with the strongest association seen with APOE2. ANN NEUROL 2023;93:830–843
The many faces of globular glial tauopathy: A clinical and imaging study
Buciuc, Marina , Koga, Shunsuke , Pham, Nha Trang Thu, Ali, Farwa , Graff‐Radford, Jon, Lowe, Val J. , Nguyen, Aivi T. , Reichard, Ross R., Petersen, Ronald C. , Whitwell, Jennifer L. , Josephs, Keith A. , Whitwell, Jennifer , Josephs, Keith A , Koga, Shunsuke , Buciuc, Marina , Nguyen, Aivi T , Duffy, Joseph R. , Knopman, David S. , Boeve, Bradley F. , Graff‐Radford, Jonathan , Botha, Hugo , Dickson, Dennis W.

European Journal of Neurology | October 18, 2022 | Volume: 30 | Issue: 2 | Pages: 321-333

10.1111/ene.15603 Get It

AbstractBackgroundGlobular glial tauopathy (GGT) has been associated with frontotemporal dementia syndromes; little is known about the clinical and imaging characteristics of GGT and how they differ from other non‐globular glial 4‐repeat tauopathies (N4GT) such as progressive supranuclear palsy (PSP) or corticobasal degeneration (CBD).MethodsFor this case–control study the Mayo Clinic brain banks were queried for all cases with an autopsy‐confirmed diagnosis of GGT between 1 January 2011 and 31 October 2021. Fifty patients with N4GT (30 PSP, 20 CBD) were prospectively recruited and followed by the Neurodegenerative Research Group at Mayo Clinic, Minnesota. Magnetic resonance imaging was used to characterize patterns of gray/white matter atrophy, MR‐parkinsonism index, midbrain volume, and white matter hyperintensities.18F‐Fluorodeoxyglucose‐, 11C Pittsburg compound‐, and 18F‐flortaucipir‐positron emission tomography scans were reviewed.ResultsTwelve patients with GGT were identified: 83% were women compared to 42% in NG4T (p = 0.02) with median age at death 76.5 years (range: 55–87). The most frequent clinical features were eye movement abnormalities, parkinsonism, behavioral changes followed by pyramidal tract signs and motor speech abnormalities. Lower motor neuron involvement was present in 17% and distinguished GGT from NG4T (p = 0.035). Primary progressive apraxia of speech was the most frequent initial diagnosis (25%); 50% had a Parkinson‐plus syndrome before death. Most GGT patients had asymmetric frontotemporal atrophy with matching hypometabolism. GGT patients had more gray matter atrophy in temporal lobes, normal MR‐parkinsonism index, and larger midbrain volumes.ConclusionsFemale sex, lower motor neuron involvement in the context of a frontotemporal dementia syndrome, and asymmetric brain atrophy with preserved midbrain might be suggestive of underlying GGT.