99 results on '"Imaging markers"'
Search Results
2. Visualizing diastolic failure: Non-invasive imaging-biomarkers in patients with heart failure with preserved ejection fraction
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Schulz, Alexander and Schuster, Andreas
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- 2022
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3. Symptomatic plaque enhancement is associated with early-onset post-stroke depression
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Liu, Fan, Song, Mingyu, Huang, Xia, Yi, Hanxi, Chen, Hengshu, and Tian, Fafa
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- 2022
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4. Radiomics in immuno-oncology
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Bodalal, Z., Wamelink, I., Trebeschi, S., and Beets-Tan, R.G.H.
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- 2021
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5. Nomogram Model for Predicting Hematoma Expansion in Spontaneous Intracerebral Hemorrhage: Multicenter Retrospective Study
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Yang, Mingfei, Du, Chaonan, Zhang, Qiang, Ma, Qingfang, and Li, Ruili
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- 2020
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6. Imaging markers in acute phase of stroke: Implications for prognosis
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Zhou, Ying, Zhang, Sheng, and Lou, Min
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- 2020
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7. Combining Investigation of Imaging Markers (Island Sign and Blend Sign) and Clinical Factors in Predicting Hematoma Expansion of Intracerebral Hemorrhage in the Basal Ganglia
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Huang, Yong-Wei and Yang, Ming-Fei
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- 2018
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8. Magnetic Resonance Imaging Markers of Cerebral Small Vessel Disease in Hematoma Expansion of Intracerebral Hemorrhage
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Suo, Yue, Chen, Weiqi, Pan, Yuesong, Peng, Yujing, Yan, Hongyi, Li, Wei, Liu, Gaifen, and Wang, Yongjun
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- 2018
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9. Chapter 10 - Magnetic resonance imaging and biochemical markers of cartilage disease
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Singh, Ambrish and Antony, Benny
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- 2024
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10. Cervical and thoracic spinal cord gray matter atrophy is associated with disability in patients with amyotrophic lateral sclerosis.
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Wendebourg, Maria Janina, Weigel, Matthias, Weidensteiner, Claudia, Sander, Laura, Kesenheimer, Eva, Naumann, Nicole, Haas, Tanja, Madoerin, Philipp, Braun, Nathalie, Neuwirth, Christoph, Weber, Markus, Jahn, Kathleen, Kappos, Ludwig, Granziera, Cristina, Schweikert, Kathi, Sinnreich, Michael, Bieri, Oliver, and Schlaeger, Regina
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AMYOTROPHIC lateral sclerosis , *SPINAL cord , *GRAY matter (Nerve tissue) , *MAGNETIC resonance imaging , *ATROPHY - Abstract
Background and purpose: In amyotrophic lateral sclerosis (ALS), there is an unmet need for more precise patient characterization through quantitative, ideally operator‐independent, assessments of disease extent and severity. Radially sampled averaged magnetization inversion recovery acquisitions (rAMIRA) magnetic resonance imaging enables gray matter (GM) and white matter (WM) area quantitation in the cervical and thoracic spinal cord (SC) with optimized contrast. We aimed to investigate rAMIRA‐derived SC GM and SC WM areas and their association with clinical phenotype and disability in ALS. Methods: A total of 36 patients with ALS (mean [SD] age 61.7 [12.6] years, 14 women) and 36 healthy, age‐ and sex‐matched controls (HCs; mean [SD] age 63.1 [12.1] years, 14 women) underwent two‐dimensional axial rAMIRA imaging at the inter‐vertebral disc levels C2/3–C5/C6 and the lumbar enlargement level Tmax. ALS Functional Rating Scale–revised (ALSFRS‐R) score, muscle strength, and sniff nasal inspiratory pressure (SNIP) were assessed. Results: Compared to HCs, GM and WM areas were reduced in patients at all cervical levels (p < 0.0001). GM area (p = 0.0001), but not WM area, was reduced at Tmax. Patients with King's Stage 3 showed significant GM atrophy at all levels, while patients with King's Stage 1 showed significant GM atrophy selectively at Tmax. SC GM area was significantly associated with muscle force at corresponding myotomes. GM area at C3/C4 was associated with ALSFRS‐R (p < 0.001) and SNIP (p = 0.0016). Conclusion: Patients with ALS assessed by rAMIRA imaging show significant cervical and thoracic SC GM and SC WM atrophy. SC GM area correlates with muscle strength and clinical disability. GM area reduction at Tmax may be an early disease sign. Longitudinal studies are warranted. [ABSTRACT FROM AUTHOR]
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- 2024
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11. C9orf72 and intracerebral hemorrhage
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Hostettler, Isabel C., Bernal-Quiros, Manuel, Wong, Andrew, Sharma, Nikhil, Wilson, Duncan, Seiffge, David J., Shakeshaft, Clare, Jäger, Hans R., Cohen, Hannah, Yousry, Tarek, Al-Shahi Salman, Rustam, Lip, Gregory Y.H., Brown, Martin M., Muir, Keith W., Werring, David J., and Houlden, Henry
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- 2019
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12. Using CT to Evaluate Cardiac Function
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Jongmin Lee
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cardiac ct ,cardiac function ,ecg-gating ,imaging markers ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
A comprehensive evaluation of cardiac function includes information in relation to cardiac output and systemic venous return. The heart is composed of four chambers: two atria and two ventricles, each with its own unique mechanical function. These four cardiac chambers, their valves, and the pulmonary circulation system are inter-related as they preload or afterload on each other. Cardiac dysfunction is a failure of global cardiac function, resulting in typical clinical manifestations. To investigate the underlying cause of cardiac dysfunction, a step-by-step evaluation of cardiac blood flow tracks is necessary. In this context, imaging markers showing details of the cardiac structures have an important role in assessing cardiac function. An image- based evaluation allows for investigation of function in terms of individual cardiac components. Evaluation of cardiac function using cardiac CT has recently been validated. This review aimed to discuss cardiac CT-based imaging markers for comprehensive and detailed cardiac function assessment.
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- 2024
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13. Quantitative Analysis of Multimodal MRI Markers and Clinical Risk Factors for Cerebral Small Vessel Disease Based on Deep Learning
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Zhang Z, Ding Z, Chen F, Hua R, Wu J, Shen Z, Shi F, and Xu X
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lacunar stroke ,cerebral small vessel disease ,imaging markers ,deep learning ,quantification ,image segmentation ,clinical risk factors ,Medicine (General) ,R5-920 - Abstract
Zhiliang Zhang,1,* Zhongxiang Ding,2,* Fenyang Chen,2 Rui Hua,3 Jiaojiao Wu,3 Zhefan Shen,2 Feng Shi,3 Xiufang Xu1 1School of Medical Imaging, Hangzhou Medical College, Hangzhou, People’s Republic of China; 2Department of Radiology, Affiliated Hangzhou First People’s Hospital, Westlake University School of Medicine, Hangzhou, People’s Republic of China; 3Department of Research and Development, Shanghai United Imaging Intelligence Co., Ltd, Shanghai, People’s Republic of China*These authors contributed equally to this workCorrespondence: Feng Shi; Xiufang Xu, Email feng.shi@uii-ai.com; 1996033011@hmc.edu.cnBackground: Cerebral small vessel disease lacks specific clinical manifestations, and extraction of valuable features from multimodal images is expected to improve its diagnostic accuracy. In this study, we used deep learning techniques to segment cerebral small vessel disease imaging markers in multimodal magnetic resonance images and analyze them with clinical risk factors.Methods and results: We recruited 211 lacunar stroke patients and 83 control patients. The patients’ cerebral small vessel disease markers were automatically segmented using a V-shaped bottleneck network, and the number and volume were calculated after manual correction. The segmentation results of the V-shaped bottleneck network for white matter hyperintensity and recent small subcortical infarction were in high agreement with the ground truth (DSC> 0.90). In small lesion segmentation, cerebral microbleed (average recall=0.778; average precision=0.758) and perivascular spaces (average recall=0.953; average precision=0.923) were superior to lacunar infarct (average recall=0.339; average precision=0.432) in recall and precision. Binary logistic regression analysis showed that age, systolic blood pressure, and total cerebral small vessel disease load score were independent risk factors for lacunar stroke (P< 0.05). Ordered logistic regression analysis showed age was positively correlated with cerebral small vessel disease load score and total cholesterol was negatively correlated with cerebral small vessel disease score (P< 0.05).Conclusion: Lacunar stroke patients exhibited higher cerebral small vessel disease imaging markers, and age, systolic blood pressure, and total cerebral small vessel disease score were independent risk factors for lacunar stroke patients. V-shaped bottleneck network segmentation network based on multimodal deep learning can segment and quantify various cerebral small vessel disease lesions to some extent.Keywords: lacunar stroke, cerebral small vessel disease, imaging markers, deep learning, quantification, image segmentation, clinical risk factors
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- 2024
14. CT를 이용한 심장 기능 검사.
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이종민
- Abstract
A comprehensive evaluation of cardiac function includes information in relation to cardiac output and systemic venous return. The heart is composed of four chambers: two atria and two ventricles, each with its own unique mechanical function. These four cardiac chambers, their valves, and the pulmonary circulation system are inter-related as they preload or afterload on each other. Cardiac dysfunction is a failure of global cardiac function, resulting in typical clinical manifestations. To investigate the underlying cause of cardiac dysfunction, a step-by-step evaluation of cardiac blood flow tracks is necessary. In this context, imaging markers showing details of the cardiac structures have an important role in assessing cardiac function. An image-based evaluation allows for investigation of function in terms of individual cardiac components. Evaluation of cardiac function using cardiac CT has recently been validated. This review aimed to discuss cardiac CT-based imaging markers for comprehensive and detailed cardiac function assessment. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
15. Anatomical Markers Associated With the Presence of Intracranial Aneurysms in Individuals Screened for Aneurysms
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Iris N. Vos, Rick J. van Tuijl, Liselore A. Mensing, Maud E. H. Ophelders, Mireille R. E. Velthuis, Nicolaas P. A. Zuithoff, Gabriel J. E. Rinkel, Hugo J. Kuijf, Jaco J. M. Zwanenburg, Irene C. van der Schaaf, Birgitta K. Velthuis, and Ynte M. Ruigrok
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arterial diameters ,bifurcation angels ,circle of Willis ,imaging markers ,intracranial aneurysms ,magnetic resonance angiography ,Neurology. Diseases of the nervous system ,RC346-429 ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Hemodynamic stress is linked to the development of intracranial aneurysms (IAs) and may be influenced by anatomic variation of intracranial arteries. We assessed diameters and bifurcation angles of intracranial arteries forming the circle of Willis in a cohort of individuals screened for the presence of IAs. Methods Individuals with and without IAs identified at screening with magnetic resonance angiography were compared. Diameters and bifurcation angles of the following arteries were measured using semiautomatic methods: A1 and A2 segments of the anterior cerebral artery, M1 and M2 segments of the middle cerebral artery, P1 segments of the posterior cerebral artery, posterior communicating artery (Pcom), internal carotid artery, vertebral artery, and basilar artery. We employed univariate general linear models to assess group differences. This included subgroup comparisons between individuals with IAs at specific locations and matched controls, and comparisons on group level between individuals with and without IAs, corrected for age and sex. Results In 94 of the 1049 individuals (9.0%) included, IAs were detected. Individuals with middle cerebral artery IAs had wider ipsilateral M2–M2 bifurcation angles compared with controls (121±25° versus 97±19°; P
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- 2024
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16. Analysis of brain edema in RHAPSODY.
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Schleicher, Riana L, Vorasayan, Pongpat, McCabe, Megan E, Bevers, Matthew B, Davis, Thomas P, Griffin, John H, Hinduja, Archana, Jadhav, Ashutosh P, Lee, Jin-Moo, Sawyer Jr, Robert N, Zlokovic, Berislav V, Sheth, Kevin N, Fedler, Janel K, Lyden, Patrick, and Kimberly, W Taylor
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CEREBRAL edema , *ISCHEMIC stroke , *MAGNETIC resonance imaging , *PROTEIN C , *CONTRAST-enhanced magnetic resonance imaging , *HYPERVARIABLE regions , *MYELOGRAPHY - Abstract
Background: Cerebral edema is a secondary complication of acute ischemic stroke, but its time course and imaging markers are not fully understood. Recently, net water uptake (NWU) has been proposed as a novel marker of edema. Aims: Studying the RHAPSODY trial cohort, we sought to characterize the time course of edema and test the hypothesis that NWU provides distinct information when added to traditional markers of cerebral edema after stroke by examining its association with other markers. Methods: A total of 65 patients had measurable supratentorial ischemic lesions. Patients underwent head computed tomography (CT), brain magnetic resonance imaging (MRI) scans, or both at the baseline visit and after 2, 7, 30, and 90 days following enrollment. CT and MRI scans were used to measure four imaging markers of edema: midline shift (MLS), hemisphere volume ratio (HVR), cerebrospinal fluid (CSF) volume, and NWU using semi-quantitative threshold analysis. Trajectories of the markers were summarized, as available. Correlations of the markers of edema were computed and the markers compared by clinical outcome. Regression models were used to examine the effect of 3K3A-activated protein C (APC) treatment. Results: Two measures of mass effect, MLS and HVR, could be measured on all imaging modalities, and had values available across all time points. Accordingly, mass effect reached a maximum level by day 7, normalized by day 30, and then reversed by day 90 for both measures. In the first 2 days after stroke, the change in CSF volume was associated with MLS (ρ = –0.57, p = 0.0001) and HVR (ρ = –0.66, p < 0.0001). In contrast, the change in NWU was not associated with the other imaging markers (all p ⩾ 0.49). While being directionally consistent, we did not observe a difference in the edema markers by clinical outcome. In addition, baseline stroke volume was associated with all markers (MLS (p < 0.001), HVR (p < 0.001), change in CSF volume (p = 0.003)) with the exception of NWU (p = 0.5). Exploratory analysis did not reveal a difference in cerebral edema markers by treatment arm. Conclusions: Existing cerebral edema imaging markers potentially describe two distinct processes, including lesional water concentration (i.e. NWU) and mass effect (MLS, HVR, and CSF volume). These two types of imaging markers may represent distinct aspects of cerebral edema, which could be useful for future trials targeting this process. [ABSTRACT FROM AUTHOR]
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- 2024
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17. Cardiovascular Imaging in Clinical Trial Design: A Vision for Sustainability
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Lakshmanan, Suvasini and Gimelli, Alessia
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- 2023
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18. Imaging Markers in Genetic Forms of Parkinson's Disease.
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Droby, Amgad, Thaler, Avner, and Mirelman, Anat
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PARKINSON'S disease , *SINGLE-photon emission computed tomography , *GENETIC markers , *POSITRON emission tomography , *MOVEMENT disorders , *MAGNETIC resonance imaging - Abstract
Parkinson's disease (PD) is a complex neurodegenerative disorder characterized by motor symptoms such as bradykinesia, rigidity, and resting tremor. While the majority of PD cases are sporadic, approximately 15–20% of cases have a genetic component. Advances in neuroimaging techniques have provided valuable insights into the pathophysiology of PD, including the different genetic forms of the disease. This literature review aims to summarize the current state of knowledge regarding neuroimaging findings in genetic PD, focusing on the most prevalent known genetic forms: mutations in the GBA1, LRRK2, and Parkin genes. In this review, we will highlight the contributions of various neuroimaging modalities, including positron emission tomography (PET), single-photon emission computed tomography (SPECT), and magnetic resonance imaging (MRI), in elucidating the underlying pathophysiological mechanisms and potentially identifying candidate biomarkers for genetic forms of PD. [ABSTRACT FROM AUTHOR]
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- 2023
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19. Research advances in imaging markers for predicting hematoma expansion in intracerebral hemorrhage: a narrative review.
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Yong-Wei Huang, Hai-Lin Huang, Zong-Ping Li, and Xiao-Shuang Yin
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CEREBRAL hemorrhage ,STROKE-related mortality ,COMPUTED tomography ,STROKE ,IODINE deficiency ,INTRACEREBRAL hematoma ,BLACK holes - Abstract
Introduction: Stroke is a major global health concern and is ranked as the second leading cause of death worldwide, with the third highest incidence of disability. Intracerebral hemorrhage (ICH) is a devastating form of stroke that is responsible for a significant proportion of stroke-related morbidity and mortality worldwide. Hematoma expansion (HE), which occurs in up to one-third of ICH patients, is a strong predictor of poor prognosis and can be potentially preventable if high-risk patients are identified early. In this review, we provide a comprehensive summary of previous research in this area and highlight the potential use of imaging markers for future research studies. Recent advances: Imaging markers have been developed in recent years to aid in the early detection of HE and guide clinical decision-making. These markers have been found to be effective in predicting HE in ICH patients and include specific manifestations on Computed Tomography (CT) and CT Angiography (CTA), such as the spot sign, leakage sign, spot-tail sign, island sign, satellite sign, iodine sign, blend sign, swirl sign, black hole sign, and hypodensities. The use of imaging markers holds great promise for improving the management and outcomes of ICH patients. Conclusion: The management of ICH presents a significant challenge, and identifying high-risk patients for HE is crucial to improving outcomes. The use of imaging markers for HE prediction can aid in the rapid identification of such patients and may serve as potential targets for anti-HE therapies in the acute phase of ICH. Therefore, further research is needed to establish the reliability and validity of these markers in identifying high-risk patients and guiding appropriate treatment decisions. [ABSTRACT FROM AUTHOR]
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- 2023
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20. Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers
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Kumar, Amar, Hu, Anjun, Nichyporuk, Brennan, Falet, Jean-Pierre R., Arnold, Douglas L., Tsaftaris, Sotirios, Arbel, Tal, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Kakileti, Siva Teja, editor, Gabrani, Maria, editor, Manjunath, Geetha, editor, Rosen-Zvi, Michal, editor, Braman, Nathaniel, editor, Schwartz, Robert G., editor, Frangi, Alejandro F., editor, Chung, Pau-Choo, editor, Weight, Christopher, editor, and Jagadish, Vekataraman, editor
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- 2022
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21. Association of glymphatic clearance function with imaging markers and risk factors of cerebral small vessel disease.
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Yang J, Liu Y, Ma Y, Zhang W, Han L, Feng H, Chen M, and Zhong J
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Background: Cerebral small vessel disease (CSVD) is a common disease in the elderly, and its pathogenesis is still being explored. Glymphatic clearance function can be evaluated by diffusion tensor imaging analysis along the perivascular space (DTI-ALPS) index. This study aims to investigate the changes in glymphatic clearance function in CSVD patients and its relationship with imaging markers and risk factors of CSVD., Methods: The DTI-ALPS index of all participants was calculated. The DTI-ALPS index was compared between the patient group and healthy controls (HCs) group. Pearson correlation analysis was used to analyze the relation between the DTI-ALPS index and CSVD imaging markers, and to explore the effect of mean diffusivity (MD) as a covariate. Regression analysis was used to investigate the correlation between DTI-ALPS index and risk factors., Results: The DTI-ALPS index in the bilateral hemispheres of CSVD patients was significantly lower than that in the HCs group (p < 0.001). The DTI-ALPS index in the bilateral hemisphere of CSVD patients was negatively correlated with the grade of EPVS in basal ganglia. There was a significant negative correlation between the left DTI-ALPS index and lacunas, the right DTI-ALPS index and DWMHs. After removing the covariate MD, there was no significant correlation between the DTI-ALPS index and CSVD imaging markers. The DTI-ALPS index was associated with gender, diabetes, drinking and smoking., Conclusions: The CSVD patients have glymphatic clearance dysfunction, which may be related to the imaging features and CSVD risk factors. Meanwhile, it's recommended to consider removing MD as mixed signal., Competing Interests: Declaration of competing interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: co-author is employed by Siemens Healthineers-Meining Chen. If there are other authors, they declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024. Published by Elsevier Inc.)
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- 2024
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22. Visualizing diastolic failure: Non-invasive imaging-biomarkers in patients with heart failure with preserved ejection fraction
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Alexander Schulz and Andreas Schuster
- Subjects
HFpEF ,Diastolic dysfunction ,Non-invasive imaging ,Imaging markers ,Medicine ,Medicine (General) ,R5-920 - Abstract
Summary: Heart failure with preserved ejection fraction is an increasing challenge for modern day medicine and has been drawing more attention recently. Invasive right heart catheterization represents the mainstay for the diagnosis of diastolic dysfunction, however due to its attributable risk of an invasive procedure, other non-invasive clinical pathways are trying to approach this pathology in clinical practice. Diastolic failure is complex, and imaging is based on various parameters. In addition to transthoracic echocardiography, numerous novel imaging approaches, such as cardiac magnetic resonance imaging, computed tomography, positron emission (computed) tomography or single photon emission tomography techniques are being used to supplement deeper insights into causal pathology and might open targets for dedicated therapy options. This article provides insights into these sophisticated imaging techniques, their incremental value for the diagnosis of this poorly understood disease and recent promising results for an enhanced prognostication of outcome and therapy monitoring.
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- 2022
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23. Imaging Markers in Genetic Forms of Parkinson’s Disease
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Amgad Droby, Avner Thaler, and Anat Mirelman
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imaging markers ,genetics ,Parkinson’s disease ,prodromal PD ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Parkinson’s disease (PD) is a complex neurodegenerative disorder characterized by motor symptoms such as bradykinesia, rigidity, and resting tremor. While the majority of PD cases are sporadic, approximately 15–20% of cases have a genetic component. Advances in neuroimaging techniques have provided valuable insights into the pathophysiology of PD, including the different genetic forms of the disease. This literature review aims to summarize the current state of knowledge regarding neuroimaging findings in genetic PD, focusing on the most prevalent known genetic forms: mutations in the GBA1, LRRK2, and Parkin genes. In this review, we will highlight the contributions of various neuroimaging modalities, including positron emission tomography (PET), single-photon emission computed tomography (SPECT), and magnetic resonance imaging (MRI), in elucidating the underlying pathophysiological mechanisms and potentially identifying candidate biomarkers for genetic forms of PD.
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- 2023
- Full Text
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24. Bright spotty lesions as an imaging marker for neuromyelitis optica spectrum disorder.
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Salama, Sara and Levy, Michael
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NEUROMYELITIS optica , *TRANSVERSE myelitis , *DEMYELINATION , *CENTRAL nervous system , *PROGNOSIS , *MULTIPLE sclerosis - Abstract
Neuromyelitis optica spectrum disorder (NMOSD) is a rare inflammatory demyelinating disorder of the central nervous system (CNS). Aquaporin-4 (AQP4) antibodies in the serum are highly specific for the diagnosis of NMOSD, but the sensitivity remains under 90% allowing for diagnosis of AQP4 IgG seronegative disease. It remains of crucial importance to identify seronegative NMOSD myelitis as early as the first attack to initiate long-term treatment that will reduce future relapses and disability and to avoid potentially harmful treatments such as those of multiple sclerosis (MS). Over the years, many spinal imaging features have been reported to favour the diagnosis of NMOSD, but only longitudinally extensive transverse myelitis (LETM) was specific enough to make the diagnostic criteria in the AQP4 IgG seronegative cases. Bright spotty lesions (BSLs), which are defined as hyperintense lesions on axial T2-weighted images and sometimes associated with T1 low signal, are now reported to have a higher specificity and sensitivity compared to LETM in predicting a diagnosis of NMOSD against other causes of myelitis. In the review, we aim to highlight the position of BSLs in diagnosing NMOSD as well as its possible role as a prognostic factor for the clinical outcome. [ABSTRACT FROM AUTHOR]
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- 2022
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25. Menopause and cardiovascular risk: insights from analyses of imaging markers.
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Tschiderer, Lena, Peters, Sanne AE, and Willeit, Peter
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- 2022
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26. Association of plaque enhancement on vessel wall MRI and the phosphodiesterase 4D variant with stroke recurrence in patients with symptomatic intracranial atherosclerosis.
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Xu, Chuanhui, Qin, Jun, Yu, Jinhui, Sun, Yan, Hu, Dongmin, Wu, Gang, and Li, Yang
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DISEASE relapse , *BLOOD vessels , *CONFIDENCE intervals , *MAGNETIC resonance imaging , *GENES , *DESCRIPTIVE statistics , *KAPLAN-Meier estimator , *CEREBRAL arteriosclerosis , *LONGITUDINAL method ,STROKE risk factors - Abstract
Purpose: Vessel wall MRI (VW-MRI) can be used to evaluate the nature of intracranial atherosclerosis (ICAS) plaque in vivo. Phosphodiesterase 4D (PDE4D) participates in stroke development. This study aims to explore the value of VW-MRI findings and the PDE4D gene variant in predicting stroke recurrence in patients with ICAS. Methods: We prospectively recruited 324 symptomatic ICAS patients. VW-MRI was performed to determine luminal and wall changes. PDE4D gene single-nucleotide polymorphisms (SNPs)—namely, SNP32, SNP83, and SNP87—were determined by direct sequencing. The risk factors of stroke recurrence were analyzed using the multivariate Cox proportional hazards model. Results: Of the 324 subjects, 97 (29.9%) experienced recurrent ischemic stroke during the follow-up period. A total of 254 patients (78.4%) showed plaque enhancement; 87 of these patients experienced stroke recurrence. The CT/CC genotype frequencies of PDE4D83 were significantly higher in participants with recurrent stroke than in patients without stroke recurrence (p = 0.019 and p < 0.001, respectively). However, the PDE4D32 and PDE4D87 variants were not correlated with recurrent stroke. Multivariate analysis showed that plaque enhancement from VW-MRI (HR 4.52, 95% CI 2.35–8.73, p < 0.001) and the PDE4D83 variant (HR 7.43, 95% CI 1.75–31.87, p = 0.005) were independently correlated with stroke recurrence. Kaplan–Meier curves showed significant differences in stroke recurrence rates between the plaque-enhanced group and the non-enhanced group (p < 0.001) and between the PDE4D83 variant carriers and noncarriers (p = 0.002). Conclusion: Plaque enhancement on VW-MRI and the presence of the PDE4D83 variant are associated with ischemic stroke recurrence in subjects with symptomatic ICAS. [ABSTRACT FROM AUTHOR]
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- 2022
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27. Imaging markers in acute phase of stroke: Implications for prognosis
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Ying Zhou, Sheng Zhang, and Min Lou
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Imaging markers ,Ischemic stroke ,Diagnosis ,Prognosis ,Neurophysiology and neuropsychology ,QP351-495 - Abstract
Currently, various methods for inspecting ischemic stroke are available, especially the imaging techniques, which play an important role in assisting diagnosis and prognostication of ischemic stroke. In the acute phase of ischemic stroke, however, there still lack of well-established imaging markers that could reliably predict patients’ functional outcome. We thus reviewed literatures focusing on relevant imaging markers of ischemic tissue, intra-arterial thrombus, arterial collateral circulation, draining veins and functional connectivity, which may be valuable to evaluate the initial severity of stroke in the acute phase of ischemic stroke and predict neurological outcome in the long term.
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- 2020
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28. Functional 4-D clustering for characterizing intratumor heterogeneity in dynamic imaging: evaluation in FDG PET as a prognostic biomarker for breast cancer.
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Chitalia, Rhea, Viswanath, Varsha, Pantel, Austin R., Peterson, Lanell M., Gastounioti, Aimilia, Cohen, Eric A., Muzi, Mark, Karp, Joel, Mankoff, David A., and Kontos, Despina
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BREAST cancer , *BREAST cancer prognosis , *BIOMARKERS , *PROGNOSIS , *HETEROGENEITY , *IMAGE segmentation , *POSITRON emission tomography - Abstract
Purpose: Probe-based dynamic (4-D) imaging modalities capture breast intratumor heterogeneity both spatially and kinetically. Characterizing heterogeneity through tumor sub-populations with distinct functional behavior may elucidate tumor biology to improve targeted therapy specificity and enable precision clinical decision making. Methods: We propose an unsupervised clustering algorithm for 4-D imaging that integrates Markov-Random Field (MRF) image segmentation with time-series analysis to characterize kinetic intratumor heterogeneity. We applied this to dynamic FDG PET scans by identifying distinct time-activity curve (TAC) profiles with spatial proximity constraints. We first evaluated algorithm performance using simulated dynamic data. We then applied our algorithm to a dataset of 50 women with locally advanced breast cancer imaged by dynamic FDG PET prior to treatment and followed to monitor for disease recurrence. A functional tumor heterogeneity (FTH) signature was then extracted from functionally distinct sub-regions within each tumor. Cross-validated time-to-event analysis was performed to assess the prognostic value of FTH signatures compared to established histopathological and kinetic prognostic markers. Results: Adding FTH signatures to a baseline model of known predictors of disease recurrence and established FDG PET uptake and kinetic markers improved the concordance statistic (C-statistic) from 0.59 to 0.74 (p = 0.005). Unsupervised hierarchical clustering of the FTH signatures identified two significant (p < 0.001) phenotypes of tumor heterogeneity corresponding to high and low FTH. Distributions of FDG flux, or Ki, were significantly different (p = 0.04) across the two phenotypes. Conclusions: Our findings suggest that imaging markers of FTH add independent value beyond standard PET imaging metrics in predicting recurrence-free survival in breast cancer and thus merit further study. [ABSTRACT FROM AUTHOR]
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- 2021
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29. Radiomics in immuno-oncology
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Z. Bodalal, I. Wamelink, S. Trebeschi, and R.G.H. Beets-Tan
- Subjects
radiomics ,artificial intelligence ,radiogenomics ,imaging markers ,immunotherapy ,precision medicine ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
With the ongoing advances in imaging techniques, increasing volumes of anatomical and functional data are being generated as part of the routine clinical workflow. This surge of available imaging data coincides with increasing research in quantitative imaging, particularly in the domain of imaging features. An important and novel approach is radiomics, where high-dimensional image properties are extracted from routine medical images. The fundamental principle of radiomics is the hypothesis that biomedical images contain predictive information, not discernible to the human eye, that can be mined through quantitative image analysis. In this review, a general outline of radiomics and artificial intelligence (AI) will be provided, along with prominent use cases in immunotherapy (e.g. response and adverse event prediction) and targeted therapy (i.e. radiogenomics). While the increased use and development of radiomics and AI in immuno-oncology is highly promising, the technology is still in its early stages, and different challenges still need to be overcome. Nevertheless, novel AI algorithms are being constructed with an ever-increasing scope of applications.
- Published
- 2021
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30. Microbleeds and Medial Temporal Atrophy Determine Cognitive Trajectories in Normal Aging: A Longitudinal PET-MRI Study.
- Author
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Montandon, Marie-Louise, Herrmann, François R., Garibotto, Valentina, Rodriguez, Cristelle, Haller, Sven, and Giannakopoulos, Panteleimon
- Subjects
- *
OLDER people , *LONGITUDINAL method , *ATROPHY , *PET therapy , *AGING , *NEUROPSYCHOLOGICAL tests - Abstract
Background: The cognitive trajectories in normal aging may be affected by medial temporal atrophy (MTA) and amyloid burden, as well as vascular pathologies such as cortical microbleeds (CMB) and white matter hyperintensities (WMH).Objective: We addressed here the role of imaging markers in their prediction in a real-world situation.Methods: We performed a 4.5-year longitudinal study in 90 older community-dwellers coupling two neuropsychological assessments, MTA estimated with the Schelten's scale, number of CMB, and WMH evaluated with the Fazekas score at inclusion and follow-up, visual rating of amyloid PET and glucose hypometabolism at follow-up, and APOE genotyping. Regression models were built to explore the association between the continuous cognitive score (CCS) and imaging parameters.Results: The number of strictly lobar CMB at baseline (4 or more) was related to a 5.5-fold increase of the risk of cognitive decrement. This association persisted in multivariable models explaining 10.6% of the CCS decrease variance. MTA, and Fazekas score at baseline and amyloid positivity or abnormal FDG PET, were not related to the cognitive outcome. The increase of right MTA at follow-up was the only correlate of CCS decrease both in univariate and multivariable models explaining 9.2% of its variance.Conclusion: The present data show that the accumulation of more than four CMB is associated with significant cognitive decrement over time in highly educated elderly persons. They also reveal that the progressive deterioration of cognitive performance within the age-adjusted norms is also related to the increase of visually assessed MTA. [ABSTRACT FROM AUTHOR]- Published
- 2020
- Full Text
- View/download PDF
31. Incremental value of plaque enhancement in predicting stroke recurrence in symptomatic intracranial atherosclerosis.
- Author
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Song, Xiaowei, Zhao, Xihai, Liebeskind, David S., Wang, Lixue, Xu, Wendeng, Xu, Yilan, Hou, Duoduo, Zheng, Zhuozhao, and Wu, Jian
- Subjects
- *
DISEASE relapse , *BIOMARKERS , *CEREBRAL arteriosclerosis , *CONFIDENCE intervals , *LONGITUDINAL method , *MULTIVARIATE analysis , *STATISTICS , *PROPORTIONAL hazards models , *RECEIVER operating characteristic curves , *STROKE patients , *ODDS ratio , *STROKE units ,STROKE risk factors - Abstract
Purpose: To investigate the association between plaque enhancement and stroke recurrence in subjects with intracranial atherosclerosis. Methods: Ischemic stroke patients with symptomatic intracranial atherosclerosis were prospectively included and followed in a comprehensive stroke center. Pre- and post-contrast vessel wall images were used to evaluate plaque enhancement. Other established suggestive imaging markers were also acquired simultaneously. Univariate- and multivariate-adjusted Cox proportional hazard regression models were used to determine the association between plaque enhancement and stroke recurrence. Finally, receiver operating characteristic (ROC) curves were used to demonstrate the predictive value of different imaging markers. Results: Of the 60 subjects included, 12 (20.0%) patients presented with ipsilateral stroke recurrence during the median 12-month follow-up. Cox proportional hazard regression models indicated that plaque enhancement was an independent risk factor associated with stroke recurrence after adjusted covariates, with a hazard ratio (HR) of 14.24 and 95% confidence interval (95% CI) (1.21, 168.11), p = 0.04. In addition, border zone infarction was also statistically significant in predicting stroke recurrence in multi-variable regression (HR = 3.80; 95% CI = 1.04, 13.80; p = 0.04). Collateral status was in marginal significance (HR = 0.25; 95% CI = 0.06, 1.08; p = 0.06). ROC analysis indicated that the area under the curve and 95% CI to identify stroke recurrence are 0.67 (0.51, 0.82) for plaque enhancement and 0.71 (0.54, 0.88) for infarction pattern and collateral status and may increase to 0.82 (0.70, 0.93) by combining the three markers above. Conclusion: Plaque enhancement is independently associated with stroke recurrence in subjects with intracranial atherosclerosis and has added value to hemodynamic indicators in predicting stroke recurrence. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
32. Current Status of Cancer Genomics and Imaging Phenotypes: What Radiologists Need to Know.
- Author
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Mendes Serrão E, Klug M, Moloney BM, Jhaveri A, Lo Gullo R, Pinker K, Luker G, Haider MA, Shinagare AB, and Liu X
- Subjects
- Humans, Genomics methods, Phenotype, Radiologists, Biomarkers, Neoplasms diagnostic imaging, Neoplasms genetics, Neoplasms therapy
- Abstract
Ongoing discoveries in cancer genomics and epigenomics have revolutionized clinical oncology and precision health care. This knowledge provides unprecedented insights into tumor biology and heterogeneity within a single tumor, among primary and metastatic lesions, and among patients with the same histologic type of cancer. Large-scale genomic sequencing studies also sparked the development of new tumor classifications, biomarkers, and targeted therapies. Because of the central role of imaging in cancer diagnosis and therapy, radiologists need to be familiar with the basic concepts of genomics, which are now becoming the new norm in oncologic clinical practice. By incorporating these concepts into clinical practice, radiologists can make their imaging interpretations more meaningful and specific, facilitate multidisciplinary clinical dialogue and interventions, and provide better patient-centric care. This review article highlights basic concepts of genomics and epigenomics, reviews the most common genetic alterations in cancer, and discusses the implications of these concepts on imaging by organ system in a case-based manner. This information will help stimulate new innovations in imaging research, accelerate the development and validation of new imaging biomarkers, and motivate efforts to bring new molecular and functional imaging methods to clinical radiology. Keywords: Oncology, Cancer Genomics, Epignomics, Radiogenomics, Imaging Markers Supplemental material is available for this article. © RSNA, 2023.
- Published
- 2023
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- View/download PDF
33. Cerebral microbleeds: Spatial distribution implications
- Author
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Loehrer Elizabeth, Vernooij Meike, and Ikram M.
- Subjects
cerebral microbleeds ,cerebral small vessel disease ,cerebrovascular disease ,cerebral amyloid angiopathy ,neuroradiology ,mri ,imaging markers ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Published
- 2014
- Full Text
- View/download PDF
34. Determinants of Cognitive Trajectories in Normal Aging: A Longitudinal PET-MRI Study in a Community-based Cohort
- Author
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Marie-Louise Montandon, Panteleimon Giannakopoulos, Sven Haller, Cristelle Rodriguez, Valentina Garibotto, and François Herrmann
- Subjects
Male ,Agreeableness ,Aging ,Amyloid ,Longitudinal study ,media_common.quotation_subject ,Neuropsychological Tests ,ddc:616.0757 ,Cohort Studies ,ddc:616.89 ,Cognition ,medicine ,Humans ,Personality ,Longitudinal Studies ,Aged ,media_common ,Aged, 80 and over ,business.industry ,Neuropsychology ,medicine.disease ,Magnetic Resonance Imaging ,Healthy Volunteers ,Hyperintensity ,Neurology ,Cerebral Small Vessel Diseases ,Positron-Emission Tomography ,ddc:618.97 ,Cohort ,Imaging markers ,Microbleeds ,Female ,Independent Living ,Neurology (clinical) ,Atrophy ,Alzheimer's disease ,business ,Clinical psychology - Abstract
Background: The determinants of the progressive decrement of cognition in normal aging are still a matter of debate. Alzheimer disease (AD)-signature markers and vascular lesions, but also psychological variables such as personality factors, are thought to have an impact on the longitudinal trajectories of neuropsychological performances in healthy elderly individuals. Objective: The current research aimed to identify the main determinants associated with cognitive trajectories in normal aging. Methods: We performed a 4.5-year longitudinal study in 90 older community-dwellers coupling two neuropsychological assessments, medial temporal atrophy (MTA), number of cerebral microbleeds (CMB), and white matter hyperintensities (WMH) at inclusion, visual rating of amyloid and FDG PET at follow-up, and APOE genotyping. Personality factors were assessed at baseline using the NEO-PIR. Univariate and backward stepwise regression models were built to explore the association between the continuous cognitive score (CCS) and both imaging and personality variables. Results: The number of strictly lobar CMB at baseline (4 or more) was related to a significant increase in the risk of cognitive decrement. In multivariable models, amyloid positivity was associated with a 1.73 unit decrease of the CCS at follow-up. MTA, WMH and abnormal FDG PET were not related to the cognitive outcome. Among personality factors, only higher agreeableness was related to better preservation of neuropsychological performances. Conclusion: CMB and amyloid positivity are the only imaging determinants of cognitive trajectories in this highly selected series of healthy controls. Among personality factors, higher agreeableness confers a modest but significant protection against the decline of cognitive performances.
- Published
- 2021
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- View/download PDF
35. Functional 4-D clustering for characterizing intratumor heterogeneity in dynamic imaging: evaluation in FDG PET as a prognostic biomarker for breast cancer
- Author
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David A. Mankoff, Eric A. Cohen, Austin R. Pantel, Aimilia Gastounioti, Mark Muzi, Varsha Viswanath, Rhea Chitalia, Joel S. Karp, Despina Kontos, and Lanell M. Peterson
- Subjects
Oncology ,medicine.medical_specialty ,Dynamic imaging ,Concordance ,medicine.medical_treatment ,Breast Neoplasms ,Dynamic PET ,030218 nuclear medicine & medical imaging ,Targeted therapy ,03 medical and health sciences ,0302 clinical medicine ,Breast cancer ,Text mining ,Fluorodeoxyglucose F18 ,Internal medicine ,Cluster Analysis ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,Cluster analysis ,business.industry ,Correction ,General Medicine ,Image segmentation ,Prognosis ,medicine.disease ,Hierarchical clustering ,Positron-Emission Tomography ,030220 oncology & carcinogenesis ,Imaging markers ,Intratumor heterogeneity ,Female ,Original Article ,Neoplasm Recurrence, Local ,business ,Biomarkers - Abstract
Purpose Probe-based dynamic (4-D) imaging modalities capture breast intratumor heterogeneity both spatially and kinetically. Characterizing heterogeneity through tumor sub-populations with distinct functional behavior may elucidate tumor biology to improve targeted therapy specificity and enable precision clinical decision making. Methods We propose an unsupervised clustering algorithm for 4-D imaging that integrates Markov-Random Field (MRF) image segmentation with time-series analysis to characterize kinetic intratumor heterogeneity. We applied this to dynamic FDG PET scans by identifying distinct time-activity curve (TAC) profiles with spatial proximity constraints. We first evaluated algorithm performance using simulated dynamic data. We then applied our algorithm to a dataset of 50 women with locally advanced breast cancer imaged by dynamic FDG PET prior to treatment and followed to monitor for disease recurrence. A functional tumor heterogeneity (FTH) signature was then extracted from functionally distinct sub-regions within each tumor. Cross-validated time-to-event analysis was performed to assess the prognostic value of FTH signatures compared to established histopathological and kinetic prognostic markers. Results Adding FTH signatures to a baseline model of known predictors of disease recurrence and established FDG PET uptake and kinetic markers improved the concordance statistic (C-statistic) from 0.59 to 0.74 (p = 0.005). Unsupervised hierarchical clustering of the FTH signatures identified two significant (p p = 0.04) across the two phenotypes. Conclusions Our findings suggest that imaging markers of FTH add independent value beyond standard PET imaging metrics in predicting recurrence-free survival in breast cancer and thus merit further study.
- Published
- 2021
36. Imaging markers in acute phase of stroke: Implications for prognosis
- Author
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Min Lou, Ying Zhou, and Sheng Zhang
- Subjects
medicine.medical_specialty ,Ischemic stroke ,business.industry ,Functional connectivity ,lcsh:QP351-495 ,General Medicine ,medicine.disease ,Collateral circulation ,Prognosis ,lcsh:Neurophysiology and neuropsychology ,Tissue ischemia ,Internal medicine ,Diagnosis ,medicine ,Cardiology ,Imaging markers ,cardiovascular diseases ,Thrombus ,business ,Stroke - Abstract
Currently, various methods for inspecting ischemic stroke are available, especially the imaging techniques, which play an important role in assisting diagnosis and prognostication of ischemic stroke. In the acute phase of ischemic stroke, however, there still lack of well-established imaging markers that could reliably predict patients’ functional outcome. We thus reviewed literatures focusing on relevant imaging markers of ischemic tissue, intra-arterial thrombus, arterial collateral circulation, draining veins and functional connectivity, which may be valuable to evaluate the initial severity of stroke in the acute phase of ischemic stroke and predict neurological outcome in the long term.
- Published
- 2020
37. Computed Tomography Angiography Markers and Intraluminal Thrombus Morphology as Predictors of Abdominal Aortic Aneurysm Rupture
- Author
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Emil Marian Arbănași, Adrian Vasile Mureșan, Cătălin Mircea Coșarcă, Eliza Mihaela Arbănași, Raluca Niculescu, Septimiu Toader Voidăzan, Adrian Dumitru Ivănescu, Ioana Hălmaciu, Rareș Cristian Filep, Lucian Mărginean, Shuko Suzuki, Traian V. Chirilă, Réka Kaller, and Eliza Russu
- Subjects
Health, Toxicology and Mutagenesis ,Public Health, Environmental and Occupational Health ,AAA ,imaging markers ,ILT ,abdominal aortic aneurysm rupture ,risk factors ,computed tomography angiography - Abstract
Background: Abdominal aortic aneurysm (AAA) is a complex vascular disease characterized by progressive and irreversible local dilatation of the aortic wall. Currently, the indication for repair is linked to the transverse diameter of the abdominal aorta, using computed tomography angiography imagery, which is one of the most used markers for aneurysmal growth. This study aims to verify the predictive role of imaging markers and underlying risk factors in AAA rupture. Methods: The present study was designed as an observational, analytical, retrospective cohort study and included 220 patients over 18 years of age with a diagnosis of AAA, confirmed by computed tomography angiography (CTA), admitted to Vascular Surgery Clinic of Mures County Emergency Hospital in Targu Mures, Romania, between January 2018 and September 2022. Results: Patients with a ruptured AAA had higher incidences of AH (p = 0.006), IHD (p = 0.001), AF (p < 0.0001), and MI (p < 0.0001), and higher incidences of all risk factors (tobacco (p = 0.001), obesity (p = 0.02), and dyslipidemia (p < 0.0001)). Multivariate analysis showed that a high baseline value of all imaging ratios markers was a strong independent predictor of AAA rupture (for all p < 0.0001). Moreover, a higher baseline value of DAmax (OR:3.91; p = 0.001), SAmax (OR:7.21; p < 0.001), and SLumenmax (OR:34.61; p < 0.001), as well as lower baseline values of DArenal (OR:7.09; p < 0.001), DACT (OR:12.71; p < 0.001), DAfemoral (OR:2.56; p = 0.005), SArenal (OR:4.56; p < 0.001), SACT (OR:3.81; p < 0.001), and SThrombusmax (OR:5.27; p < 0.001) were independent predictors of AAA rupture. In addition, AH (OR:3.33; p = 0.02), MI (OR:3.06; p = 0.002), and PAD (OR:2.71; p = 0.004) were all independent predictors of AAA rupture. In contrast, higher baseline values of SAmax/Lumenmax (OR:0.13; p < 0.001) and ezetimibe (OR:0.45; p = 0.03) were protective factors against AAA rupture. Conclusions: According to our findings, a higher baseline value of all imaging markers ratios at CTA strongly predicts AAA rupture and AH, MI, and PAD highly predicted the risk of rupture in AAA patients. Furthermore, the diameter of the abdominal aorta at different levels has better accuracy and a higher predictive role of rupture than the maximal diameter of AAA.
- Published
- 2022
- Full Text
- View/download PDF
38. Determinants of Cognitive Trajectories in Normal Aging : A Longitudinal PET-MRI Study in a Community-based Cohort
- Author
-
Herrmann, Francois R., Montandon, Marie-Louise, Garibotto, Valentina, Rodriguez, Cristelle, Haller, Sven, Giannakopoulos, Panteleimon, Herrmann, Francois R., Montandon, Marie-Louise, Garibotto, Valentina, Rodriguez, Cristelle, Haller, Sven, and Giannakopoulos, Panteleimon
- Abstract
Background: The determinants of the progressive decrement of cognition in normal aging are still a matter of debate. Alzheimer disease (AD)-signature markers and vascular lesions, but also psychological variables such as personality factors, are thought to have an impact on the longitudinal trajectories of neuropsychological performances in healthy elderly individuals. Objective: The current research aimed to identify the main determinants associated with cognitive trajectories in normal aging. Methods: We performed a 4.5-year longitudinal study in 90 older community-dwellers coupling two neuropsychological assessments, medial temporal atrophy (MTA), number of cerebral microbleeds (CMB), and white matter hyperintensities (WMH) at inclusion, visual rating of amyloid and FDG PET at follow-up, and APOE genotyping. Personality factors were assessed at baseline using the NEO-PIR. Univariate and backward stepwise regression models were built to explore the association between the continuous cognitive score (CCS) and both imaging and personality variables. Results: The number of strictly lobar CMB at baseline (4 or more) was related to a significant increase in the risk of cognitive decrement. In multivariable models, amyloid positivity was associated with a 1.73 unit decrease of the CCS at follow-up. MTA, WMH and abnormal FDG PET were not related to the cognitive outcome. Among personality factors, only higher agreeableness was related to better preservation of neuropsychological performances. Conclusion: CMB and amyloid positivity are the only imaging determinants of cognitive trajectories in this highly selected series of healthy controls. Among personality factors, higher agreeableness confers a modest but significant protection against the decline of cognitive performances.
- Published
- 2021
- Full Text
- View/download PDF
39. Diagnostic and prognostic computed tomography imaging markers in basilar artery occlusion (Review)
- Author
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Lucian Marginean, Rares Cristian Filep, Adina Stoian, and Zoltan Bajko
- Subjects
acute ischemic stroke ,Cancer Research ,medicine.medical_specialty ,imaging markers ,Ischemia ,Review ,law.invention ,Immunology and Microbiology (miscellaneous) ,Randomized controlled trial ,law ,medicine.artery ,Basilar artery ,medicine ,angiography ,cardiovascular diseases ,Stroke ,basilar artery occlusion ,medicine.diagnostic_test ,business.industry ,Basilar artery occlusion ,computed tomography ,Retrospective cohort study ,General Medicine ,medicine.disease ,Radiological weapon ,Angiography ,Radiology ,business - Abstract
Acute ischemic stroke treatment has been revolutionized by the addition of mechanical and aspiration thrombectomy. Randomized controlled trials have proven beyond doubt, the substantial clinical impact of endovascular interventions in anterior circulation territory strokes. Unfortunately, patients with vertebrobasilar ischemic stroke could not be included in these early trials due to inherent clinical, radiological, and prognostic particularities of posterior circulation ischemia; thus, indications for the treatment of posterior fossa strokes and basilar artery occlusion (BAO) are mainly based on retrospective studies and registries. BAO carries high morbidity and mortality, despite the new improvements in endovascular therapy. Identifying patients who will likely benefit from invasive treatment and have a good clinical outcome resides in discovering clinical, biological, or imaging markers, that have prognostic implications. Such imaging markers have been described, especially in the last decade. Hyperdense Basilar Artery Sign (HDBA), Posterior Circulations-Alberta Stroke Program Early CT Score (pc-ASPECTS), Pons-Midbrain Index (PMI), Posterior Circulation Collateral Score (pc-CS), Posterior Circulation CT Angiography Score (pc-CTA), and Basilar Artery on CT Prognostic Score (BATMAN), are computed tomography (CT) markers with properties that can aid the diagnosis of BAO and can independently predict clinical outcome. This paper aims to present a comprehensive review of these imaging signs to have a thorough understanding of their diagnostic and prognostic attributes.
- Published
- 2021
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40. Research advances in imaging markers for predicting hematoma expansion in intracerebral hemorrhage: a narrative review.
- Author
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Huang YW, Huang HL, Li ZP, and Yin XS
- Abstract
Introduction: Stroke is a major global health concern and is ranked as the second leading cause of death worldwide, with the third highest incidence of disability. Intracerebral hemorrhage (ICH) is a devastating form of stroke that is responsible for a significant proportion of stroke-related morbidity and mortality worldwide. Hematoma expansion (HE), which occurs in up to one-third of ICH patients, is a strong predictor of poor prognosis and can be potentially preventable if high-risk patients are identified early. In this review, we provide a comprehensive summary of previous research in this area and highlight the potential use of imaging markers for future research studies., Recent Advances: Imaging markers have been developed in recent years to aid in the early detection of HE and guide clinical decision-making. These markers have been found to be effective in predicting HE in ICH patients and include specific manifestations on Computed Tomography (CT) and CT Angiography (CTA), such as the spot sign, leakage sign, spot-tail sign, island sign, satellite sign, iodine sign, blend sign, swirl sign, black hole sign, and hypodensities. The use of imaging markers holds great promise for improving the management and outcomes of ICH patients., Conclusion: The management of ICH presents a significant challenge, and identifying high-risk patients for HE is crucial to improving outcomes. The use of imaging markers for HE prediction can aid in the rapid identification of such patients and may serve as potential targets for anti-HE therapies in the acute phase of ICH. Therefore, further research is needed to establish the reliability and validity of these markers in identifying high-risk patients and guiding appropriate treatment decisions., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2023 Huang, Huang, Li and Yin.)
- Published
- 2023
- Full Text
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41. Gray & white matter tissue contrast differentiates Mild Cognitive Impairment converters from non-converters.
- Author
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Jefferson, Angela, Gifford, Katherine, Damon, Stephen, Chapman, G., Liu, Dandan, Sparling, Jamie, Dobromyslin, Vitaly, and Salat, David
- Abstract
The clinical relevance of gray/white matter contrast ratio (GWR) in mild cognitive impairment (MCI) remains unknown. This study examined baseline GWR and 3-year follow-up diagnostic status in MCI. Alzheimer's Disease Neuroimaging Initiative MCI participants with baseline 1.5 T MRI and 3-year follow-up clinical data were included. Participants were categorized into two groups based on 3-year follow-up diagnoses: 1) non-converters ( n = 69, 75 ± 7, 26 % female), and 2) converters (i.e., dementia at follow-up; n = 69, 75 ± 7, 30 % female) who were matched on baseline age and Mini-Mental State Examination scores. Groups were compared on FreeSurfer generated baseline GWR from structural images in which higher values represent greater tissue contrast. A general linear model, adjusting for APOE-status, scanner type, hippocampal volume, and cortical thickness, revealed that converters evidenced lower GWR values than non-converters (i.e., more degradation in tissue contrast; p = 0.03). Individuals with MCI who convert to dementia have lower baseline GWR values than individuals who remain diagnostically stable over a 3-year period, statistically independent of cortical thickness or hippocampal volume. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
42. Cardiovascular risk factors and future risk of Alzheimer’s disease.
- Author
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de Bruijn, Renée FAG and Arfan Ikram, M.
- Abstract
Alzheimer’s disease (AD) is the most common neurodegenerative disorder in elderly people, but there are still no curative options. Senile plaques and neurofibrillary tangles are considered hallmarks of AD, but cerebrovascular pathology is also common. In this review, we summarize findings on cardiovascular disease (CVD) and risk factors in the etiology of AD. Firstly, we discuss the association of clinical CVD (such as stroke and heart disease) and AD. Secondly, we summarize the relation between imaging makers of pre-clinical vascular disease and AD. Lastly, we discuss the association of cardiovascular risk factors and AD. We discuss both established cardiovascular risk factors and emerging putative risk factors, which exert their effect partly via CVD. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
43. Computed Tomography Angiography Markers and Intraluminal Thrombus Morphology as Predictors of Abdominal Aortic Aneurysm Rupture.
- Author
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Arbănași EM, Mureșan AV, Coșarcă CM, Arbănași EM, Niculescu R, Voidăzan ST, Ivănescu AD, Hălmaciu I, Filep RC, Mărginean L, Suzuki S, Chirilă TV, Kaller R, and Russu E
- Subjects
- Humans, Adolescent, Adult, Computed Tomography Angiography adverse effects, Retrospective Studies, Tomography, X-Ray Computed adverse effects, Risk Factors, Predictive Value of Tests, Aortic Rupture diagnostic imaging, Aortic Rupture epidemiology, Aortic Rupture complications, Aortic Aneurysm, Abdominal diagnostic imaging, Aortic Aneurysm, Abdominal epidemiology, Thrombosis diagnostic imaging, Thrombosis epidemiology, Thrombosis etiology
- Abstract
Background: Abdominal aortic aneurysm (AAA) is a complex vascular disease characterized by progressive and irreversible local dilatation of the aortic wall. Currently, the indication for repair is linked to the transverse diameter of the abdominal aorta, using computed tomography angiography imagery, which is one of the most used markers for aneurysmal growth. This study aims to verify the predictive role of imaging markers and underlying risk factors in AAA rupture. Methods: The present study was designed as an observational, analytical, retrospective cohort study and included 220 patients over 18 years of age with a diagnosis of AAA, confirmed by computed tomography angiography (CTA), admitted to Vascular Surgery Clinic of Mures County Emergency Hospital in Targu Mures, Romania, between January 2018 and September 2022. Results: Patients with a ruptured AAA had higher incidences of AH (p = 0.006), IHD (p = 0.001), AF (p < 0.0001), and MI (p < 0.0001), and higher incidences of all risk factors (tobacco (p = 0.001), obesity (p = 0.02), and dyslipidemia (p < 0.0001)). Multivariate analysis showed that a high baseline value of all imaging ratios markers was a strong independent predictor of AAA rupture (for all p < 0.0001). Moreover, a higher baseline value of DAmax (OR:3.91; p = 0.001), SAmax (OR:7.21; p < 0.001), and SLumenmax (OR:34.61; p < 0.001), as well as lower baseline values of DArenal (OR:7.09; p < 0.001), DACT (OR:12.71; p < 0.001), DAfemoral (OR:2.56; p = 0.005), SArenal (OR:4.56; p < 0.001), SACT (OR:3.81; p < 0.001), and SThrombusmax (OR:5.27; p < 0.001) were independent predictors of AAA rupture. In addition, AH (OR:3.33; p = 0.02), MI (OR:3.06; p = 0.002), and PAD (OR:2.71; p = 0.004) were all independent predictors of AAA rupture. In contrast, higher baseline values of SAmax/Lumenmax (OR:0.13; p < 0.001) and ezetimibe (OR:0.45; p = 0.03) were protective factors against AAA rupture. Conclusions: According to our findings, a higher baseline value of all imaging markers ratios at CTA strongly predicts AAA rupture and AH, MI, and PAD highly predicted the risk of rupture in AAA patients. Furthermore, the diameter of the abdominal aorta at different levels has better accuracy and a higher predictive role of rupture than the maximal diameter of AAA.
- Published
- 2022
- Full Text
- View/download PDF
44. Mathematical Modelling of an Ischemic Stroke: An Integrative Approach.
- Author
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Dronne, Marie-Aimée, Boissel, Jean-Pierre, Grenier, Emmanuel, Gilquin, Hervé, Cucherat, Michel, Hommel, Marc, Barbier, Emmanuel, and Bricca, Giampiero
- Abstract
Understanding the mechanisms and the time and spatial evolution of penumbra following an ischemic stroke is crucially important for developing therapeutics aimed at preventing this area from evolving towards infarction. To help in integrating the available data, we decided to build a formal model. We first collected and categorised the major available evidence from animal models and human observations and summarized this knowledge in a flow-chart with the potential key components of an evolving stroke. Components were grouped in ten sub-models that could be modelled and tested independently: the sub-models of tissue reactions, ionic movements, oedema development, glutamate excitotoxicity, spreading depression, NO synthesis, inflammation, necrosis, apoptosis, and reperfusion. Then, we figured out markers, identified mediators and chose the level of complexity to model these sub-models. We first applied this integrative approach to build a model based on cytotoxic oedema development following a stroke. Although this model includes only three sub-models and would need to integrate more mechanisms in each of these sub-models, the characteristics and the time and spatial evolution of penumbra obtained by simulation are qualitatively and, to some extent, quantitatively consistent with those observed using medical imaging after a permanent occlusion or after an occlusion followed by a reperfusion. [ABSTRACT FROM AUTHOR]
- Published
- 2004
- Full Text
- View/download PDF
45. Microbleeds and Medial Temporal Atrophy Determine Cognitive Trajectories in Normal Aging: A Longitudinal PET-MRI Study
- Author
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Marie-Louise Montandon, Cristelle Rodriguez, Valentina Garibotto, Panteleimon Giannakopoulos, François Herrmann, and Sven Haller
- Subjects
Male ,Aging ,medicine.medical_specialty ,Longitudinal study ,Normal aging ,ddc:616.0757 ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,ddc:616.89 ,0302 clinical medicine ,Atrophy ,Cognition ,Internal medicine ,mental disorders ,medicine ,Humans ,Longitudinal Studies ,Effects of sleep deprivation on cognitive performance ,Aged ,Cerebral Hemorrhage ,Aged, 80 and over ,business.industry ,General Neuroscience ,Neuropsychology ,Regression analysis ,General Medicine ,medicine.disease ,Magnetic Resonance Imaging ,Temporal Lobe ,Hyperintensity ,Psychiatry and Mental health ,Clinical Psychology ,Positron-Emission Tomography ,Medial temporal lobe ,Microvessels ,ddc:618.97 ,Cardiology ,Imaging markers ,Microbleeds ,Female ,Geriatrics and Gerontology ,business ,030217 neurology & neurosurgery ,Follow-Up Studies - Abstract
Background: The cognitive trajectories in normal aging may be affected by medial temporal atrophy (MTA) and amyloid burden, as well as vascular pathologies such as cortical microbleeds (CMB) and white matter hyperintensities (WMH). Objective: We addressed here the role of imaging markers in their prediction in a real-world situation. Methods: We performed a 4.5-year longitudinal study in 90 older community-dwellers coupling two neuropsychological assessments, MTA estimated with the Schelten’s scale, number of CMB, and WMH evaluated with the Fazekas score at inclusion and follow-up, visual rating of amyloid PET and glucose hypometabolism at follow-up, and APOE genotyping. Regression models were built to explore the association between the continuous cognitive score (CCS) and imaging parameters. Results: The number of strictly lobar CMB at baseline (4 or more) was related to a 5.5-fold increase of the risk of cognitive decrement. This association persisted in multivariable models explaining 10.6% of the CCS decrease variance. MTA, and Fazekas score at baseline and amyloid positivity or abnormal FDG PET, were not related to the cognitive outcome. The increase of right MTA at follow-up was the only correlate of CCS decrease both in univariate and multivariable models explaining 9.2% of its variance. Conclusion: The present data show that the accumulation of more than four CMB is associated with significant cognitive decrement over time in highly educated elderly persons. They also reveal that the progressive deterioration of cognitive performance within the age-adjusted norms is also related to the increase of visually assessed MTA.
- Published
- 2020
46. C9orf72 and intracerebral hemorrhage
- Author
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Isabel C Hostettler, Clare Shakeshaft, Manuel Bernal-Quiros, Hannah Cohen, Rustam Al-Shahi Salman, David J. Werring, Hans Rolf Jäger, Henry Houlden, Tarek A. Yousry, Nikhil Sharma, Keith W. Muir, Martin M. Brown, David J. Seiffge, Gregory Y.H. Lip, Andrew Wong, and Duncan Wilson
- Subjects
0301 basic medicine ,Aging ,Pediatrics ,medicine.medical_specialty ,Population ,White matter changes ,03 medical and health sciences ,0302 clinical medicine ,C9orf72 ,medicine ,Genetics ,Dementia ,Humans ,cardiovascular diseases ,Amyotrophic lateral sclerosis ,education ,610 Medicine & health ,Cerebral Hemorrhage ,Intracerebral hemorrhage ,education.field_of_study ,C9orf72 Protein ,business.industry ,General Neuroscience ,medicine.disease ,Penetrance ,030104 developmental biology ,Imaging markers ,Neurology (clinical) ,Geriatrics and Gerontology ,Trinucleotide repeat expansion ,business ,030217 neurology & neurosurgery ,Developmental Biology ,Frontotemporal dementia - Abstract
The chromosome 9 open reading frame 72 (C9orf72) GGGGCC repeat expansion has been associated with several diseases, including amyotrophic lateral sclerosis (ALS) and frontotemporal dementia. It has also been associated with increased white matter changes in frontotemporal dementia and risk of cognitive impairment in ALS. Dementia is common both before and after intracerebral hemorrhage (ICH). Because the mechanisms of cognitive impairment in patients with ICH are uncertain, we investigated whether C9orf72 could influence dementia risk in this patient group. Therefore, we genotyped 1010 clinically characterized ICH cases and 2147 population controls in comparison with prior data of dementia and ALS cases. We did not find any association between C9orf72 repeat expansion and repeat size with ICH compared with controls or with dementia when assessing ICH patients only. The frequency of C9orf72 expansions in our series of individuals born in 1946 (2/2147) and other U.K. controls was age dependent, decreasing with increasing age, highlighting the high age-dependent penetrance of this expansion.
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- 2019
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47. Radiomics in immuno-oncology
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Stefano Trebeschi, Regina G. H. Beets-Tan, I. Wamelink, and Zuhir Bodalal
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Quantitative imaging ,imaging markers ,Computer science ,business.industry ,precision medicine ,medicine.medical_treatment ,radiogenomics ,Radiogenomics ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,artificial intelligence ,Precision medicine ,Machine learning ,computer.software_genre ,Image properties ,Imaging data ,Targeted therapy ,Workflow ,Radiomics ,radiomics ,medicine ,immunotherapy ,Artificial intelligence ,business ,computer ,RC254-282 - Abstract
With the ongoing advances in imaging techniques, increasing volumes of anatomical and functional data are being generated as part of the routine clinical workflow. This surge of available imaging data coincides with increasing research in quantitative imaging, particularly in the domain of imaging features. An important and novel approach is radiomics, where high-dimensional image properties are extracted from routine medical images. The fundamental principle of radiomics is the hypothesis that biomedical images contain predictive information, not discernible to the human eye, that can be mined through quantitative image analysis. In this review, a general outline of radiomics and artificial intelligence (AI) will be provided, along with prominent use cases in immunotherapy (e.g. response and adverse event prediction) and targeted therapy (i.e. radiogenomics). While the increased use and development of radiomics and AI in immuno-oncology is highly promising, the technology is still in its early stages, and different challenges still need to be overcome. Nevertheless, novel AI algorithms are being constructed with an ever-increasing scope of applications.
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- 2021
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48. Diagnostic and prognostic computed tomography imaging markers in basilar artery occlusion (Review).
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Filep, Rares Cristian, Marginean, Lucian, Stoian, Adina, and Bajko, Zoltan
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- *
COMPUTED tomography , *BASILAR artery , *ARTERIAL occlusions , *STROKE , *ISCHEMIC stroke , *THROMBECTOMY - Abstract
Acute ischemic stroke treatment has been revolutionized by the addition of mechanical and aspiration thrombectomy. Randomized controlled trials have proven beyond doubt, the substantial clinical impact of endovascular interventions in anterior circulation territory strokes. Unfortunately, patients with vertebrobasilar ischemic stroke could not be included in these early trials due to inherent clinical, radiological, and prognostic particularities of posterior circulation ischemia; thus, indications for the treatment of posterior fossa strokes and basilar artery occlusion (BAO) are mainly based on retrospective studies and registries. BAO carries high morbidity and mortality, despite the new improvements in endovascular therapy. Identifying patients who will likely benefit from invasive treatment and have a good clinical outcome resides in discovering clinical, biological, or imaging markers, that have prognostic implications. Such imaging markers have been described, especially in the last decade. Hyperdense Basilar Artery Sign (HDBA), Posterior Circulations-Alberta Stroke Program Early CT Score (pc-ASPECTS), Pons-Midbrain Index (PMI), Posterior Circulation Collateral Score (pc-CS), Posterior Circulation CT Angiography Score (pc-CTA), and Basilar Artery on CT Prognostic Score (BATMAN), are computed tomography (CT) markers with properties that can aid the diagnosis of BAO and can independently predict clinical outcome. This paper aims to present a comprehensive review of these imaging signs to have a thorough understanding of their diagnostic and prognostic attributes. [ABSTRACT FROM AUTHOR]
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- 2021
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49. Determinants of Cognitive Trajectories in Normal Aging: A Longitudinal PET-MRI Study in a Community-based Cohort.
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Herrmann FR, Montandon ML, Garibotto V, Rodriguez C, Haller S, and Giannakopoulos P
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- Aged, Aged, 80 and over, Atrophy pathology, Cerebral Small Vessel Diseases metabolism, Cohort Studies, Female, Humans, Longitudinal Studies, Magnetic Resonance Imaging, Male, Personality, Positron-Emission Tomography, Aging physiology, Amyloid metabolism, Cognition physiology, Healthy Volunteers statistics & numerical data, Independent Living, Neuropsychological Tests statistics & numerical data
- Abstract
Background: The determinants of the progressive decrement of cognition in normal aging are still a matter of debate. Alzheimer disease (AD)-signature markers and vascular lesions, but also psychological variables such as personality factors, are thought to have an impact on the longitudinal trajectories of neuropsychological performances in healthy elderly individuals., Objective: The current research aimed to identify the main determinants associated with cognitive trajectories in normal aging., Methods: We performed a 4.5-year longitudinal study in 90 older community-dwellers coupling two neuropsychological assessments, medial temporal atrophy (MTA), number of cerebral microbleeds (CMB), and white matter hyperintensities (WMH) at inclusion, visual rating of amyloid and FDG PET at follow-up, and APOE genotyping. Personality factors were assessed at baseline using the NEO-PIR. Univariate and backward stepwise regression models were built to explore the association between the continuous cognitive score (CCS) and both imaging and personality variables., Results: The number of strictly lobar CMB at baseline (4 or more) was related to a significant increase in the risk of cognitive decrement. In multivariable models, amyloid positivity was associated with a 1.73 unit decrease of the CCS at follow-up. MTA, WMH and abnormal FDG PET were not related to the cognitive outcome. Among personality factors, only higher agreeableness was related to better preservation of neuropsychological performances., Conclusion: CMB and amyloid positivity are the only imaging determinants of cognitive trajectories in this highly selected series of healthy controls. Among personality factors, higher agreeableness confers a modest but significant protection against the decline of cognitive performances., (Copyright© Bentham Science Publishers; For any queries, please email at epub@benthamscience.net.)
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- 2021
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50. Cerebral microbleeds: Spatial distribution implications
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Elizabeth Loehrer, Meike W. Vernooij, M. Arfan Ikram, Epidemiology, and Radiology & Nuclear Medicine
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Apolipoprotein E ,medicine.medical_specialty ,Pathology ,Neurology ,Infratentorial region ,cerebral small vessel disease ,imaging markers ,business.industry ,General Neuroscience ,Neurosciences. Biological psychiatry. Neuropsychiatry ,Disease ,medicine.disease ,Asymptomatic ,cerebrovascular disease ,cerebral microbleeds ,medicine ,neuroradiology ,Cerebral amyloid angiopathy ,Neurosurgery ,medicine.symptom ,business ,cerebral amyloid angiopathy ,mri ,RC321-571 ,Neuroradiology - Abstract
Cerebral microbleeds are considered an imaging marker of cerebral small vessel disease. The location of microbleeds is thought to reflect the underlying pathology. Microbleeds in the deep and infratentorial region are thought to reflect hypertensive arteriopathy whereas lobar microbleeds are associated clinically with cerebral amyloid angiopathy (CAA). Aside from patient populations, microbleeds are frequently observed in seemingly asymptomatic populations. Moreover, many elderly, both in clinical and preclinical populations, have multiple coexisting pathologies in their brains, which complicates the interpretation of cerebral microbleeds, especially early in the clinical course. In this commentary, we discuss the influence of the strongest genetic risk factor for CAA, Apolipoprotein E (APOE), in the spatial distribution of microbleeds, and we additionally address issues in interpretation and implication of the location of microbleeds in clinical and asymptomatic populations.
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- 2014
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