1
|
Odano I, Maeyatsu F, Hosoya T, Asari M, Oba K, Taki Y. Diagnostic approach with Z-score mapping to reduce artifacts caused by cerebral atrophy in regional CBF assessment of mild cognitive impairment (MCI) and Alzheimer's disease by [ 99mTc]-ECD and SPECT. Jpn J Radiol 2024; 42:508-518. [PMID: 38351252 PMCID: PMC11056337 DOI: 10.1007/s11604-023-01526-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 12/21/2023] [Indexed: 04/30/2024]
Abstract
PURPOSE The aim of this study was to develop a novel approach that enhanced diagnostic accuracy in the diagnosis of mild cognitive impairment (MCI) and early Alzheimer's disease (AD) using cerebral perfusion SPECT by minimizing artifacts caused by cerebral atrophy. MATERIALS AND METHODS [99mTc]-ECD and SPECT studies were performed on 15 cognitively normal patients, 40 patients with MCI, and 16 patients with AD. SPECT images were compared using SPM. The atrophy correction method was incorporated to reduce artifacts through the MRI masking procedure. Regional Z-score, percent extent, and atrophy correction rate were obtained and compared. The Z-score mapping program was structured as a single package that ran semi-automatically. RESULTS The method significantly reduced regional Z-score in most regions, leading to improved estimates. The mean atrophy correction rate ranged from 10.4 to 12.0%. In MCI and AD, the convexities of the frontal and parietal lobes and the posterior medial cerebrum were particularly sensitive to cerebral atrophy, and the Z-scores were overestimated, whereas the posterior cingulate cortex and the cerebellum were less sensitive. The diagnostic accuracy for MCI increased from 67 to 69% and for AD from 78 to 82%. CONCLUSION The proposed approach provided more precise Z-scores with less over- or underestimation, artifacts, and improved diagnostic accuracy, being recommended for clinical studies.
Collapse
Affiliation(s)
- Ikuo Odano
- Department of Aging Research and Geriatric Medicine, Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan.
- Department of Neurology and Radiology, Miyagi Kosei Association, Izumi Hospital, Sendai, Japan.
- Department of Radiology and Radiation Oncology, Niigata University Graduate School of Medicine and Dental Sciences, Niigata, Japan.
- Department of Aging Research and Geriatric Medicine, Institute of Development, Aging and Cancer, Tohoku University, 4-1 Seiryo-cho, Aoba-ku, Sendai, 980-8575, Japan.
| | - Fumio Maeyatsu
- Department of Neurology and Radiology, Miyagi Kosei Association, Izumi Hospital, Sendai, Japan
| | - Tetsuo Hosoya
- Department of Software Development. Division of Quality, Safety Management and Regulatory Affairs, PDRadiopharma. Inc., Tokyo, Japan
| | - Mami Asari
- Department of Neurology and Radiology, Miyagi Kosei Association, Izumi Hospital, Sendai, Japan
| | - Kentaro Oba
- Department of Human Brain Science, Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
| | - Yasuyuki Taki
- Department of Aging Research and Geriatric Medicine, Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
| |
Collapse
|
2
|
Nakashima M, Yamazaki Y. Evaluation of attenuation correction method for head holder in brain perfusion single-photon emission computed tomography. Radiol Phys Technol 2024; 17:322-328. [PMID: 38332240 DOI: 10.1007/s12194-024-00778-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Revised: 01/03/2024] [Accepted: 01/04/2024] [Indexed: 02/10/2024]
Abstract
Head holder attenuation affects brain perfusion single-photon emission computed tomography (SPECT) image quality. Here, we proposed a head holder-attenuation correction (AC) method using attenuation coefficient maps calculated by Chang's method from CT images. Then, we evaluated the effectiveness of the head holder-AC method by numerical phantom and clinical cerebral perfusion SPECT studies. In the numerical phantom, the posterior counts were 10.7% lower than the anterior counts without head holder-AC method. However, by performing head holder-AC, the posterior count recovered by approximately 6.8%, approaching the true value. In the clinical study, the normalized count ratio was significantly increased by performing the head holder-AC method in the posterior-middle cerebral artery, posterior cerebral artery and cerebellum regions. There were no significant increases in other regions. The head holder-AC method can correct the counts attenuated by the head holder.
Collapse
Affiliation(s)
- Masahiro Nakashima
- Division of Radiological Technology, Okayama University Hospital, 2-5-1 Shikatacho, Kitaku, Okayama, 700-8558, Japan.
| | - Yuta Yamazaki
- Canon Medical Systems Corporation, 1385 Shimoishigami, Otawara-Shi, Tochigi, 324-8550, Japan
| |
Collapse
|
3
|
Odano I, Maeyatsu F, Asari M, Yamaguchi S, Miura T, Taki Y. Whole-body vibration exercise and training increase regional CBF in mild cognitive impairment with enhanced cognitive function. Ann Nucl Med 2022; 36:82-94. [PMID: 34762232 DOI: 10.1007/s12149-021-01687-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 10/17/2021] [Indexed: 10/19/2022]
Abstract
OBJECTIVES Preclinical and non-medicinal interventions are essential for preventing and treating cognitive decline in patients with mild cognitive impairment (MCI). Whole-body vibration (WBV) exercise is conducted on a platform that generates vertical sinusoidal vibrations, and WBV training may improve regional cerebral blood flow (rCBF) and cognitive function, however, the underlying mechanism remains unclear. The aim of the present study was to investigate whether WBV exercise and a 24-week WBV training protocol increased rCBF and enhanced cognitive function in patients with amnestic MCI (aMCI). METHODS [99mTc]-ECD and SPECT studies were performed on 16 aMCI patients at baseline, during WBV exercise, and on 6 of the 16 patients after 24-week WBV training. To diagnose SPECT images and select the patients, a Z-score mapping approach was used, which revealed pathological hypoperfusion in the parietal association cortex, precuneus and/or posterior cingulate gyrus for MCI at baseline. rCBF was semi-quantitatively measured and underestimation in the high flow range was corrected. Since it is difficult to quantitatively measure rCBF during WBV exercise, the rCBFratio was obtained by standardizing with the average of individual mean SPECT counts with correcting underestimation in the high flow range. The rCBFratios at baseline and after WBV training were also obtained in a similar manner. Since the changes in rCBF were regarded as corresponding to the changes in rCBFratio, the ratios were compared. Cognitive function was also evaluated and compared. RESULTS We found that the rCBFratio changed with an average range of 11.5% during WBV exercise, and similar changes were observed after 24-week WBV training with a 13.0% change, resulting in improved cognitive function (MoCA-J, P = 0.028). The rCBFratio increased in the parietal association cortex and occipital lobes, including the precuneus and posterior cingulate gyrus, at which hypoperfusion was detected at baseline, but decreased in the frontal lobe and anterior cingulate gyrus. The rCBFratio increased on the right side of several motion-suppressive nuclei by WBV exercise; the bilateral red nuclei and right medial globus pallidus by WBV training. CONCLUSION WBV exercise and training increase rCBF in aMCI patients, and WBV training enhances cognitive function and may increase the cognitive reserve. Further investigation is necessary.
Collapse
Affiliation(s)
- Ikuo Odano
- Department of Aging Research and Geriatric Medicine, Institute of Development, Aging and Cancer, Tohoku University, 4-1 Seiryo-cho, Aoba-ku, Sendai, 980-8575, Japan.
- Department of Neurology and Radiology, Miyagi Koseikyokai, Izumi Hospital, Sendai, Japan.
| | - Fumio Maeyatsu
- Department of Neurology and Radiology, Miyagi Koseikyokai, Izumi Hospital, Sendai, Japan
| | - Mami Asari
- Department of Neurology and Radiology, Miyagi Koseikyokai, Izumi Hospital, Sendai, Japan
| | - Sayaka Yamaguchi
- Department of Neurology and Radiology, Miyagi Koseikyokai, Izumi Hospital, Sendai, Japan
| | - Tsukasa Miura
- Department of Neurology and Radiology, Miyagi Koseikyokai, Izumi Hospital, Sendai, Japan
| | - Yasuyuki Taki
- Department of Aging Research and Geriatric Medicine, Institute of Development, Aging and Cancer, Tohoku University, 4-1 Seiryo-cho, Aoba-ku, Sendai, 980-8575, Japan
| |
Collapse
|
4
|
Tai H, Hirano S, Sakurai T, Nakano Y, Ishikawa A, Kojima K, Li H, Shimada H, Kashiwado K, Mukai H, Horikoshi T, Sugiyama A, Uno T, Kuwabara S. The Neuropsychological Correlates of Brain Perfusion and Gray Matter Volume in Alzheimer's Disease. J Alzheimers Dis 2021; 78:1639-1652. [PMID: 33185599 DOI: 10.3233/jad-200676] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
BACKGROUND Neuropsychological tests, structural neuroimaging, and functional neuroimaging are employed as diagnostic and monitoring biomarkers of patients with Alzheimer's disease (AD)Objective:We aimed to elucidate the similarities and differences in neuropsychological tests and neuroimaging with the use of the Mini-Mental State Examination (MMSE), Alzheimer's Disease Assessment Scale cognitive subscale (ADAS-cog), structural magnetic resonance image (MRI), and perfusion single photon emission computed tomography (SPECT), and parametric image analyses to understand its role in AD. METHODS Clinically-diagnosed AD patients (n = 155) were scanned with three-dimensional T1-weighted MRI and N-isopropyl-p-[123I] iodoamphetamine SPECT. Statistical parametric mapping 12 was used for preprocessing images, statistical analyses, and voxel-based morphometry for gray matter volume analyses. Group comparison (AD versus healthy controls), multiple regression analyses with MMSE, ADAS-cog total score, and ADAS-cog subscores as variables, were performed. RESULTS The AD group showed bilateral hippocampal volume reduction and hypoperfusion in the bilateral temporo-parietal lobe and posterior midline structures. Worse MMSE and ADAS-cog total score were associated with bilateral temporo-parietal volume loss and hypoperfusion. MMSE, but not ADAS-cog, was associated with the posterior midline structures. The ADAS-cog subscores were associated with the temporal volume, while perfusion analyses were linked to the left temporo-parietal region with the language function and right analogous region with the constructional praxis subscore. CONCLUSION MMSE and ADAS-cog are associated with temporo-parietal regions, both in volume and perfusion. The MMSE score is associated with posterior midline structures and linked to an abnormal diagnostic AD pattern. Perfusion image analyses better represents the cognitive function in AD patients.
Collapse
Affiliation(s)
- Hong Tai
- Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Shigeki Hirano
- Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Toru Sakurai
- Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Yoshikazu Nakano
- Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Ai Ishikawa
- Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Kazuho Kojima
- Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Hongliang Li
- Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Hitoshi Shimada
- Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan.,Department of Functional Brain Imaging Research, Clinical Research Cluster, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba, Japan
| | - Koichi Kashiwado
- Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan.,Kashiwado Hospital, Chiba, Japan
| | - Hiroki Mukai
- Diagnostic Radiology and Radiation Oncology, Graduate School of Medicine, Chiba University Chiba, Japan
| | - Takuro Horikoshi
- Diagnostic Radiology and Radiation Oncology, Graduate School of Medicine, Chiba University Chiba, Japan
| | - Atsuhiko Sugiyama
- Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Takashi Uno
- Diagnostic Radiology and Radiation Oncology, Graduate School of Medicine, Chiba University Chiba, Japan
| | - Satoshi Kuwabara
- Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan
| |
Collapse
|
5
|
Raji CA, Torosyan N, Silverman DHS. Optimizing Use of Neuroimaging Tools in Evaluation of Prodromal Alzheimer's Disease and Related Disorders. J Alzheimers Dis 2021; 77:935-947. [PMID: 32804147 DOI: 10.3233/jad-200487] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Alzheimer's disease (AD) is the most common neurodegenerative disease and is characterized by preclinical, pre-dementia, and dementia phases. Progression of the disease leads to cognitive decline and is associated with loss of functional independence, personality changes, and behavioral disturbances. Current guidelines for AD diagnosis include the use of neuroimaging tools as biomarkers for identifying and monitoring pathological changes. Various imaging modalities, namely magnetic resonance imaging (MRI), fluorodeoxyglucose-positron emission tomography (FDG-PET) and PET with amyloid-beta tracers are available to facilitate early accurate diagnoses. Enhancing diagnosis in the early stages of the disease can allow for timely interventions that can delay progression of the disease. This paper will discuss the characteristic findings associated with each of the imaging tools for patients with AD, with a focus on FDG-PET due to its established accuracy in assisting with the differential diagnosis of dementia and discussion of other methods including MRI. Diagnostically-relevant features to aid clinicians in making a differential diagnosis will also be pointed out and multimodal imaging will be reviewed. We also discuss the role of quantification software in interpretation of brain imaging. Lastly, to guide evaluation of patients presenting with cognitive deficits, an algorithm for optimal integration of these imaging tools will be shared. Molecular imaging modalities used in dementia evaluations hold promise toward identifying AD-related pathology before symptoms are fully in evidence. The work describes state of the art functional and molecular imaging methods for AD. It will also overview a clinically applicable quantitative method for reproducible assessments of such scans in the early identification of AD.
Collapse
Affiliation(s)
- Cyrus A Raji
- Ahmanson Translational Imaging Division, Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at the University of California, Los Angeles, CA, USA.,Mallinckrodt Institute of Radiology, Division of Neuroradiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Nare Torosyan
- Ahmanson Translational Imaging Division, Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at the University of California, Los Angeles, CA, USA
| | - Daniel H S Silverman
- Ahmanson Translational Imaging Division, Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at the University of California, Los Angeles, CA, USA
| |
Collapse
|
6
|
Right Broca's area is hyperactive in right-handed subjects during meditation: Possible clinical implications? Med Hypotheses 2021; 150:110556. [PMID: 33812300 DOI: 10.1016/j.mehy.2021.110556] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 02/26/2021] [Indexed: 11/23/2022]
Abstract
Broca's area, conventionally located in left (categorical) hemisphere of brain, is responsible for integrating linguistic and non-linguistic processing however, functionality of its right homolog remains partly understood and explored. This perception is based on the fact that in 96% of right-handed individuals, who constitute 91% of human population, the left hemisphere is dominant or categorical hemisphere. Here, we introduce novel scientific-based hypothesis that the right homolog of Broca's region which we observed hyperactive during attention focused meditation, might further play an important role in patients with attention deficits and language and speech disorders. Meditation includes self-regulation practices that focus on attention and awareness to achieve better control on mental processes. The positron emission tomography of brain in twelve (12) apparently healthy male, right-handed long-term meditators showed that the right Broca's area was significantly hyperactive (p = 0.002) during Meditation vs. Baseline while there was only a subtle increase in the activity of left Broca's area. Our results suggest that hitherto partly explored and understood right homolog of the Broca's area (referred to as right Broca's area) may have some important role, especially during meditation which needs to be explored further.
Collapse
|
7
|
Tower SS, Medlin DJ, Bridges RL, Cho CS. Corrosion of Polished Cobalt-Chrome Stems Presenting as Cobalt Encephalopathy. Arthroplast Today 2020; 6:1022-1027. [PMID: 33385045 PMCID: PMC7772456 DOI: 10.1016/j.artd.2020.10.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 10/09/2020] [Accepted: 10/15/2020] [Indexed: 12/29/2022] Open
Abstract
Adverse reactions to metallic debris from corrosion of polished cobalt-chromium–cemented femoral stems are reported. Cobaltism (systemic cobalt poisoning) has not been reported from this phenomenon. Three patients presented to their surgeon for ongoing care 10-20 years after primary metal-on-plastic hip arthroplasty with the same polished cobalt-chromium–cemented femoral stems (Heritage, Zimmer). Urine cobalt was elevated, and the patients had symptoms consistent with cobaltism. Quantitative-F16DG-PET-CT brain imaging was performed showing generalized and focal brain hypometabolism consistent with cobalt encephalopathy. At revision, all stems were well fixed and grossly corroded. At 1 year after revision, cobalturia and cognitive symptoms were resolved or improved. Mechanically assisted crevice corrosion at the polymethylmethacrylate interface is a complication of polished cobalt-chromium–cemented stems that can result in systemic cobalt exposure and toxic encephalopathy. Our cases had only minor periprosthetic symptoms. Patients implanted with polished cobalt-chromium–cemented stems warrant monitoring with urine cobalt. Patients with cobaltemia warrant an evaluation for toxic encephalopathy.
Collapse
Affiliation(s)
- Stephen S Tower
- Affiliated Professor Alaska's Medical School, Tower Orthopedic and Joint Replacement Clinic, Anchorage, AK, USA
| | | | | | - Christina S Cho
- Tower Orthopedic and Joint Replacement Clinic, Anchorage, AK, USA
| |
Collapse
|
8
|
Ejaz HW, Wang W, Lang M. Copper Toxicity Links to Pathogenesis of Alzheimer's Disease and Therapeutics Approaches. Int J Mol Sci 2020; 21:E7660. [PMID: 33081348 PMCID: PMC7589751 DOI: 10.3390/ijms21207660] [Citation(s) in RCA: 61] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 09/24/2020] [Accepted: 09/29/2020] [Indexed: 02/07/2023] Open
Abstract
Alzheimer's disease (AD) is an irreversible, age-related progressive neurological disorder, and the most common type of dementia in aged people. Neuropathological lesions of AD are neurofibrillary tangles (NFTs), and senile plaques comprise the accumulated amyloid-beta (Aβ), loaded with metal ions including Cu, Fe, or Zn. Some reports have identified metal dyshomeostasis as a neurotoxic factor of AD, among which Cu ions seem to be a central cationic metal in the formation of plaque and soluble oligomers, and have an essential role in the AD pathology. Cu-Aβ complex catalyzes the generation of reactive oxygen species (ROS) and results in oxidative damage. Several studies have indicated that oxidative stress plays a crucial role in the pathogenesis of AD. The connection of copper levels in AD is still ambiguous, as some researches indicate a Cu deficiency, while others show its higher content in AD, and therefore there is a need to increase and decrease its levels in animal models, respectively, to study which one is the cause. For more than twenty years, many in vitro studies have been devoted to identifying metals' roles in Aβ accumulation, oxidative damage, and neurotoxicity. Towards the end, a short review of the modern therapeutic approach in chelation therapy, with the main focus on Cu ions, is discussed. Despite the lack of strong proofs of clinical advantage so far, the conjecture that using a therapeutic metal chelator is an effective strategy for AD remains popular. However, some recent reports of genetic-regulating copper transporters in AD models have shed light on treating this refractory disease. This review aims to succinctly present a better understanding of Cu ions' current status in several AD features, and some conflicting reports are present herein.
Collapse
Affiliation(s)
- Hafza Wajeeha Ejaz
- CAS Center for Excellence in Biotic Interactions, College of Life Science, University of Chinese Academy of Sciences, Yuquan Road 19, Beijing 100049, China;
| | - Wei Wang
- School of Medical and Health Sciences, Edith Cowan University, Perth WA6027, Australia;
| | - Minglin Lang
- CAS Center for Excellence in Biotic Interactions, College of Life Science, University of Chinese Academy of Sciences, Yuquan Road 19, Beijing 100049, China;
- College of Life Science, Agricultural University of Hebei, Baoding 071000, China
| |
Collapse
|
9
|
Magan D, Yadav RK, Bal CS, Mathur R, Pandey RM. Brain Plasticity and Neurophysiological Correlates of Meditation in Long-Term Meditators: A18Fluorodeoxyglucose Positron Emission Tomography Study Based on an Innovative Methodology. J Altern Complement Med 2019; 25:1172-1182. [DOI: 10.1089/acm.2019.0167] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Dipti Magan
- Integral Health Clinic, Department of Physiology, All India Institute of Medical Sciences, New Delhi, India
| | - Raj Kumar Yadav
- Integral Health Clinic, Department of Physiology, All India Institute of Medical Sciences, New Delhi, India
| | - Chandra Shekhar Bal
- Department of Nuclear Medicine and Positron Emission Tomography, All India Institute of Medical Sciences, New Delhi, India
| | - Rashmi Mathur
- Integral Health Clinic, Department of Physiology, All India Institute of Medical Sciences, New Delhi, India
| | - Ravindra Mohan Pandey
- Department of Biostatistics, All India Institute of Medical Sciences, New Delhi, India
| |
Collapse
|
10
|
Sun X, Liu F, Liu Q, Gai Y, Ruan W, Wimalarathne DN, Hu F, Tan X, Lan X. Quantitative Research of 11C-CFT and 18F-FDG PET in Parkinson's Disease: A Pilot Study With NeuroQ Software. Front Neurosci 2019; 13:299. [PMID: 31024233 PMCID: PMC6460224 DOI: 10.3389/fnins.2019.00299] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Accepted: 03/15/2019] [Indexed: 12/15/2022] Open
Abstract
Dopamine transporter (DAT) and glucose metabolism imaging have been applied in the diagnosis of Parkinson’s disease (PD). We explored the possibility of evaluating for PD with NeuroQ software by analyzing 11C-2β-carbomethoxy-3β-(4-fluorophenyl) tropane (11C-CFT) and 18F-FDG PET/CT. We retrospectively analyzed brain 11C-CFT and 18F-FDG PET/CT of 38 patients with parkinsonism, including 20 with PD, 10 with multiple system atrophy (MSA) and 8 with essential tremor (ET), and compared them with the PET/CT of 11 normal healthy controls (NC). PD patients were divided into mild and moderate-severe grade according to the Hoehn-Yahr (H&Y) scale. The 11C-CFT uptake in the caudate nuclei (CN) and putamen (Pu) normalized with cerebellum (CN/Cb and Pu/Cb) were obtained with a manual method and NeuroQ software, and their diagnostic performance was compared.18F-FDG uptake of specific regions was also obtained with NeuroQ, and the enhancement effect for the differential diagnosis was evaluated. There was significant agreement between the manual method and the NeuroQ method for 11C-CFT uptake by CN (r2= 0.680) and Pu (r2= 0.770). 11C-CFT uptake by CN and Pu in PD and MSA patients was significantly lower compared to NC and ET patients. The cutoffs of CN/Cb and Pu/Cb for the distinction between PD and NC were 1.71 and 2.20, respectively. No difference in uptake ratios occurred between PD and MSA. 18F-FDG uptake by the pons and cerebellum in the MSA group was markedly decreased. It was highly accurate in distinguishing between PD and MSA when combined with analysis of 11C-CFT uptake. Pu/Cb decreased significantly in mild grade PD compared to NC group (1.92 ± 0.33 vs. 2.82 ± 0.43); however no statistically significant decrease in CN/Cb was observed until moderate-severe grade PD (1.43 ± 0.11 vs. 2.23 ± 0.36). In early asymmetric PD, a statistically significant difference could be seen with Pu/Cb between the symptomatic and asymptomatic side (2.17 ± 0.30 vs. 1.95 ± 0.22). 11C-CFT and 18F-FDG PET/CT can be analyzed quantitatively with NeuroQ software, which provides an accurate method for the diagnosis and severity evaluation of PD.
Collapse
Affiliation(s)
- Xun Sun
- Department of Nuclear Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| | - Fang Liu
- Department of Nuclear Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| | - Qingyao Liu
- Department of Nuclear Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| | - Yongkang Gai
- Department of Nuclear Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| | - Weiwei Ruan
- Department of Nuclear Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| | - Dilani Neranjana Wimalarathne
- Department of Nuclear Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| | - Fan Hu
- Department of Nuclear Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| | - Xubo Tan
- Department of Nuclear Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| | - Xiaoli Lan
- Department of Nuclear Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Hubei Key Laboratory of Molecular Imaging, Wuhan, China
| |
Collapse
|
11
|
Chiang S, Guindani M, Yeh HJ, Dewar S, Haneef Z, Stern JM, Vannucci M. A Hierarchical Bayesian Model for the Identification of PET Markers Associated to the Prediction of Surgical Outcome after Anterior Temporal Lobe Resection. Front Neurosci 2017; 11:669. [PMID: 29259537 PMCID: PMC5723403 DOI: 10.3389/fnins.2017.00669] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Accepted: 11/17/2017] [Indexed: 01/19/2023] Open
Abstract
We develop an integrative Bayesian predictive modeling framework that identifies individual pathological brain states based on the selection of fluoro-deoxyglucose positron emission tomography (PET) imaging biomarkers and evaluates the association of those states with a clinical outcome. We consider data from a study on temporal lobe epilepsy (TLE) patients who subsequently underwent anterior temporal lobe resection. Our modeling framework looks at the observed profiles of regional glucose metabolism in PET as the phenotypic manifestation of a latent individual pathologic state, which is assumed to vary across the population. The modeling strategy we adopt allows the identification of patient subgroups characterized by latent pathologies differentially associated to the clinical outcome of interest. It also identifies imaging biomarkers characterizing the pathological states of the subjects. In the data application, we identify a subgroup of TLE patients at high risk for post-surgical seizure recurrence after anterior temporal lobe resection, together with a set of discriminatory brain regions that can be used to distinguish the latent subgroups. We show that the proposed method achieves high cross-validated accuracy in predicting post-surgical seizure recurrence.
Collapse
Affiliation(s)
- Sharon Chiang
- Department of Statistics, Rice University, Houston, TX, United States.,School of Medicine, Baylor College of Medicine, Houston, TX, United States
| | - Michele Guindani
- Department of Statistics, University of California, Irvine, Irvine, CA, United States
| | - Hsiang J Yeh
- Department of Neurology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Sandra Dewar
- Department of Neurology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Zulfi Haneef
- Department of Neurology, Baylor College of Medicine, Houston, TX, United States
| | - John M Stern
- Department of Neurology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Marina Vannucci
- Department of Statistics, Rice University, Houston, TX, United States
| |
Collapse
|
12
|
Widespread white matter and conduction defects in PSEN1-related spastic paraparesis. Neurobiol Aging 2016; 47:201-209. [PMID: 27614114 DOI: 10.1016/j.neurobiolaging.2016.07.030] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Revised: 07/07/2016] [Accepted: 07/29/2016] [Indexed: 02/08/2023]
Abstract
The mechanisms underlying presenilin 1 (PSEN1) mutation-associated spastic paraparesis (SP) are not clear. We compared diffusion and volumetric magnetic resonance measures between 3 persons with SP associated with the A431E mutation and 7 symptomatic persons with PSEN1 mutations without SP matched for symptom duration. We performed amyloid imaging and central motor and somatosensory conduction studies in 1 subject with SP. We found decreases in fractional anisotropy and increases in mean diffusivity in widespread white-matter areas including the corpus callosum, occipital, parietal, and frontal lobes in PSEN1 mutation carriers with SP. Volumetric measures were not different, and amyloid imaging showed low signal in sensorimotor cortex and other areas in a single subject with SP. Electrophysiological studies demonstrated both slowed motor and sensory conduction in the lower extremities in this same subject. Our results suggest that SP in carriers of the A431E PSEN1 mutation is a manifestation of widespread white-matter abnormalities not confined to the corticospinal tract that is at most indirectly related to the mutation's effect on amyloid precursor protein processing and amyloid deposition.
Collapse
|
13
|
Suzuki A, Takeuchi W, Ueno Y, Kobashi K, Toyonaga T, Shiga T, Tamaki N. Monte Carlo-based scatter correction considering the tailing effect of a CdTe detector for dual-isotope brain SPECT imaging. Biomed Phys Eng Express 2016. [DOI: 10.1088/2057-1976/2/4/045010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
|
14
|
Abstract
Single-photon emission computed tomography (SPECT) is a functional nuclear imaging technique that allows visualization and quantification of different in vivo physiologic and pathologic features of brain neurobiology. It has been used for many years in diagnosis of several neurologic and psychiatric disorders. In this chapter, we discuss the current state-of-the-art of SPECT imaging of brain perfusion and dopamine transporter (DAT) imaging. Brain perfusion SPECT imaging plays an important role in the localization of the seizure onset zone in patients with refractory epilepsy. In cerebrovascular disease, it can be useful in determining the cerebrovascular reserve. After traumatic brain injury, SPECT has shown perfusion abnormalities despite normal morphology. In the context of organ donation, the diagnosis of brain death can be made with high accuracy. In neurodegeneration, while amyloid or (18)F-fluorodeoxyglucose positron emission tomography (FDG-PET) are the nuclear diagnostic tools of preference for early and differential diagnosis of dementia, perfusion SPECT imaging can be useful, albeit with slightly lower accuracy. SPECT imaging of the dopamine transporter system is widely available in Europe and Asia, but since recently also in the USA, and has been accepted as an important diagnostic tool in the early and differential diagnosis of parkinsonism in patients with unclear clinical features. The combination of perfusion SPECT (or FDG-PET) and DAT imaging provides differential diagnosis between idiopathic Parkinson's disease, Parkinson-plus syndromes, dementia with Lewy bodies, and essential tremor.
Collapse
Affiliation(s)
- Karolien Goffin
- Division of Nuclear Medicine, University Hospital Leuven and KU Leuven, Leuven, Belgium
| | - Koen van Laere
- Division of Nuclear Medicine, University Hospital Leuven and KU Leuven, Leuven, Belgium.
| |
Collapse
|
15
|
Bergeron D, Beauregard JM, Guimond J, Fortin MP, Houde M, Poulin S, Verret L, Bouchard RW, Laforce R. Clinical Impact of a Second FDG-PET in Atypical/Unclear Dementia Syndromes. J Alzheimers Dis 2015; 49:695-705. [DOI: 10.3233/jad-150302] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- David Bergeron
- Clinique Interdisciplinaire de Mémoire (CIME), CHU de Québec, PQ, Canada
| | | | - Jean Guimond
- Service de médecine nucléaire, Institut de Cardiologie et de Pneumologie de Québec (IUCPQ), PQ, Canada
| | | | - Michèle Houde
- Clinique Interdisciplinaire de Mémoire (CIME), CHU de Québec, PQ, Canada
| | - Stéphane Poulin
- Clinique Interdisciplinaire de Mémoire (CIME), CHU de Québec, PQ, Canada
| | - Louis Verret
- Clinique Interdisciplinaire de Mémoire (CIME), CHU de Québec, PQ, Canada
- Département des Sciences Neurologiques, Université Laval, PQ, Canada
| | - Rémi W. Bouchard
- Clinique Interdisciplinaire de Mémoire (CIME), CHU de Québec, PQ, Canada
- Département des Sciences Neurologiques, Université Laval, PQ, Canada
| | - Robert Laforce
- Clinique Interdisciplinaire de Mémoire (CIME), CHU de Québec, PQ, Canada
- Département des Sciences Neurologiques, Université Laval, PQ, Canada
| |
Collapse
|
16
|
Using neuroimaging to inform clinical practice for the diagnosis and treatment of mild cognitive impairment. Clin Geriatr Med 2014; 29:829-45. [PMID: 24094299 DOI: 10.1016/j.cger.2013.07.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Advances in structural and functional neuroimaging techniques have unquestionably improved understanding of the development and progression of Alzheimer disease (AD), with evidence supporting regional (and network) change that underlies cognitive decline across the "healthy" aging/mild cognitive impairment (MCI)/AD spectrum. This review focuses on visual rating scales and volumetric analyses that could be easily integrated into clinical practice, followed by a review of functional neuroimaging findings suggesting that widespread cerebral dysfunction underlies the learning and memory deficits in MCI. Evidence of preserved neuroplasticity in this population and that cognitive rehabilitation techniques may capitalize on this plasticity to improve cognition in those with MCI is also discussed.
Collapse
|
17
|
Abstract
Neurodegenerative disorders leading to dementia are common diseases that affect many older and some young adults. Neuroimaging methods are important tools for assessing and monitoring pathological brain changes associated with progressive neurodegenerative conditions. In this review, the authors describe key findings from neuroimaging studies (magnetic resonance imaging and radionucleotide imaging) in neurodegenerative disorders, including Alzheimer's disease (AD) and prodromal stages, familial and atypical AD syndromes, frontotemporal dementia, amyotrophic lateral sclerosis with and without dementia, Parkinson's disease with and without dementia, dementia with Lewy bodies, Huntington's disease, multiple sclerosis, HIV-associated neurocognitive disorder, and prion protein associated diseases (i.e., Creutzfeldt-Jakob disease). The authors focus on neuroimaging findings of in vivo pathology in these disorders, as well as the potential for neuroimaging to provide useful information for differential diagnosis of neurodegenerative disorders.
Collapse
Affiliation(s)
- Shannon L. Risacher
- Center for Neuroimaging, Department of Radiology and Imaging Sciences, and Indiana Alzheimer Disease Center Indiana University School of Medicine, Indianapolis, Indiana
| | - Andrew J. Saykin
- Center for Neuroimaging, Department of Radiology and Imaging Sciences, and Indiana Alzheimer Disease Center Indiana University School of Medicine, Indianapolis, Indiana
| |
Collapse
|
18
|
Haller S, Garibotto V, Kövari E, Bouras C, Xekardaki A, Rodriguez C, Lazarczyk MJ, Giannakopoulos P, Lovblad KO. Neuroimaging of dementia in 2013: what radiologists need to know. Eur Radiol 2013; 23:3393-404. [DOI: 10.1007/s00330-013-2957-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2013] [Revised: 05/29/2013] [Accepted: 06/10/2013] [Indexed: 11/28/2022]
|
19
|
Abstract
FDG-PET is a valuable tool that will continue to aid in identifying AD in its prodromal and early dementia stages, distinguishing it from other causes of dementia, and tracking progression of the disease. As brain FDG-PET scans and well-trained readers of these scans are becoming more widely available to clinicians who are becoming more informed about the role FDG-PET can play in early AD diagnosis, its use is expected to increase.
Collapse
Affiliation(s)
- Jessica Chew
- Ahmanson Translational Imaging Division, Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at University of California, Los Angeles, CA 90095-7370, USA
| | | |
Collapse
|
20
|
Mountz JM. Guest editorial: the future of nuclear medicine in the management of CNS diseases. Semin Nucl Med 2012; 42:354-5. [PMID: 23026358 DOI: 10.1053/j.semnuclmed.2012.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
|
21
|
|