13 results on '"Di Salle, F."'
Search Results
2. Distributed analysis of simultaneous EEG-fMRI time-series: modeling and interpretation issues
- Author
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Tommaso Piccoli, Gioacchino Tedeschi, Adriana Aragri, Rainer Goebel, Francesco Di Salle, Fabrizio Esposito, Esposito, F, Aragri, A, Piccoli, T, Tedeschi, G, Goebel, R, Di Salle, F, Cognitive Neuroscience, RS: FPN CN I, Tedeschi, Gioacchino, and DI SALLE, F.
- Subjects
Male ,Default-mode ,Brain activity and meditation ,Computer science ,instrumentation/methods ,Electroencephalography ,computer.software_genre ,Synchronization ,Computer-Assisted ,Models ,EEG ,Evoked Potentials ,Default mode network ,Parametric statistics ,Visual Cortex ,Brain Mapping ,medicine.diagnostic_test ,fMRI ,Settore MED/37 - Neuroradiologia ,Magnetic Resonance Imaging ,Pattern Recognition, Visual ,Neurological ,Visual ,Adult ,Models, Neurological ,Biomedical Engineering ,Biophysics ,Pattern Recognition ,Machine learning ,EEG-fMRI ,Sensitivity and Specificity ,methods ,Image Interpretation, Computer-Assisted ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Computer Simulation ,Image Interpretation ,business.industry ,Working memory ,Reproducibility of Results ,Pattern recognition ,Adult, Brain Mapping ,methods, Computer Simulation, Electroencephalography ,methods, Evoked Potentials ,physiology, Humans, Image Interpretation ,methods, Magnetic Resonance Imaging ,instrumentation/methods, Male, Models ,Neurological, Pattern Recognition ,physiology, Reproducibility of Results, Sensitivity and Specificity, Visual Cortex ,physiology ,Distributed source modeling ,Evoked Potentials, Visual ,Artificial intelligence ,business ,Functional magnetic resonance imaging ,computer - Abstract
Functional magnetic resonance imaging (fMRI) and electroencephalography (EEG) represent brain activity in terms of a reliable anatomical localization and a detailed temporal evolution of neural signals. Simultaneous EEG-fMRI recordings offer the possibility to greatly enrich the significance and the interpretation of the single modality results because the same neural processes are observed from the same brain at the same time. Nonetheless, the different physical nature of the measured signals by the two techniques renders the coupling not always straightforward, especially in cognitive experiments where spatially localized and distributed effects coexist and evolve temporally at different temporal scales. The purpose of this article is to illustrate the combination of simultaneously recorded EEG and fMRI signals exploiting the principles of EEG distributed source modeling. We define a common source space for fMRI and EEG signal projection and gather a conceptually unique framework for the spatial and temporal comparative analysis. We illustrate this framework in a graded-load working-memory simultaneous EEG-fMRI experiment based on the n-back task where sustained load-dependent changes in the blood-oxygenation-level-dependent (BOLD) signals during continuous item memorization co-occur with parametric changes in the EEG theta power induced at each single item. In line with previous studies, we demonstrate on two single-subject cases how the presented approach is capable of colocalizing in midline frontal regions two phenomena simultaneously observed at different temporal scales, such as the sustained negative changes in BOLD activity and the parametric EEG theta synchronization. We discuss the presented approach in relation to modeling and interpretation issues typically arising in simultaneous EEG-fMRI studies.
- Published
- 2009
3. Brain iron content in systemic iron overload: A beta-thalassemia quantitative MRI study.
- Author
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Manara R, Ponticorvo S, Tartaglione I, Femina G, Elefante A, Russo C, Carafa PA, Cirillo M, Casale M, Ciancio A, Di Concilio R, De Michele E, Weiskopf N, Di Salle F, Perrotta S, and Esposito F
- Subjects
- Adolescent, Adult, Brain Chemistry, Female, Hippocampus diagnostic imaging, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Young Adult, Brain diagnostic imaging, Iron analysis, Iron Overload diagnostic imaging, beta-Thalassemia diagnostic imaging
- Abstract
Objective: Multisystem iron poisoning is a major concern for long-term beta-thalassemia management. Quantitative MRI-based techniques routinely show iron overload in heart, liver, endocrine glands and kidneys. However, data on the brain are conflicting and monitoring of brain iron content is still matter of debate., Methods: This 3T-MRI study applied a well validated high-resolution whole-brain quantitative MRI assessment of iron content on 47 transfusion-dependent (mean-age: 36.9 ± 10.3 years, 63% females), 23 non-transfusion dependent (mean-age: 29.2 ± 11.7 years, 56% females) and 57 healthy controls (mean-age: 33.9 ± 10.8 years, 65% females). Clinical data, Wechsler Adult Intelligence Scale scores and treatment regimens were recorded. Beside whole-brain R2* analyses, regional R2*-values were extracted in putamen, globus pallidum, caudate nucleus, thalamus and red nucleus; hippocampal volumes were also determined., Results: Regional analyses yielded no significant differences between patients and controls, except in those treated with deferiprone that showed lower R2*-values (p<0.05). Whole-brain analyses of R2*-maps revealed strong age-R2* correlations (r
2 =0.51) in both groups and clusters of significantly increased R2*-values in beta-thalassemia patients in the hippocampal formations and around the Luschka foramina; transfusion treatment was associated with additional R2* increase in dorsal thalami. Hippocampal formation R2*-values did not correlate with hippocampal volume; hippocampal volume did not differ between patients and controls. All regions with increased R2*-values shared a strict anatomical contiguity with choroid plexuses suggesting a blooming effect as the likely cause of R2* increase, in agreement with the available histopathologic literature evidence., Conclusion: According to our MRI findings and the available histopathologic literature evidence, concerns about neural tissue iron overload in beta-thalassemia appear to be unjustified., (Copyright © 2019 The Authors. Published by Elsevier Inc. All rights reserved.)- Published
- 2019
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4. A group-level comparison of volumetric and combined volumetric-surface normalization for whole brain analyses of myelin and iron maps.
- Author
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Canna A, Ponticorvo S, Russo AG, Manara R, Di Salle F, Saponiero R, Callaghan MF, Weiskopf N, and Esposito F
- Subjects
- Adult, Brain Stem, Cerebral Cortex, Healthy Volunteers, Humans, Image Processing, Computer-Assisted, Normal Distribution, Probability, Reproducibility of Results, Surface Properties, Young Adult, Brain diagnostic imaging, Brain Mapping methods, Iron chemistry, Magnetic Resonance Imaging, Myelin Sheath chemistry
- Abstract
Quantitative MRI (qMRI) provides surrogate brain maps of myelin and iron content. After spatial normalization to a common standard brain space, these may be used to detect altered myelination and iron accumulation in clinical populations. Here, volumetric and combined volumetric and surface-based (CVS) normalization were compared to identify which procedure would afford the greatest sensitivity to inter-regional differences (contrast), and the lowest inter-subject variability (under normal conditions), of myelin- and iron-related qMRI parameters, in whole-brain group-level studies. Ten healthy volunteers were scanned twice at 3 Tesla. Three-dimensional T1-weighted, T2-weighted and multi-parametric mapping sequences for brain qMRI were used to map myelin and iron content over the whole brain. Parameter maps were spatially normalized using volumetric (DARTEL) and CVS procedures. Tissue probability weighting and isotropic Gaussian smoothing were integrated in DARTEL for voxel-based quantification (VBQ). Contrasts, coefficients of variations and sensitivity to detecting differences in the parameters were estimated in standard space for each approach on region of interest (ROI) and voxel-by-voxel bases. The contrast between cortical and subcortical ROIs with respectively different myelin and iron content was higher following CVS, compared to DARTEL-VBQ, normalization. Across cortical voxels, the inter-individual variability of myelin and iron qMRI maps were comparable between CVS (with no smoothing) and DARTEL-VBQ (with smoothing). CVS normalization of qMRI maps preserves higher myelin and iron contrast than DARTEL-VBQ over the entire brain, while exhibiting comparable variability in the cerebral cortex without extra smoothing. Thus, CVS may prove useful for detecting small microstructural differences in whole-brain group-level qMRI studies., (Copyright © 2018 Elsevier Inc. All rights reserved.)
- Published
- 2018
- Full Text
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5. Disruption of visuospatial and somatosensory functional connectivity in anorexia nervosa.
- Author
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Favaro A, Santonastaso P, Manara R, Bosello R, Bommarito G, Tenconi E, and Di Salle F
- Subjects
- Adult, Auditory Diseases, Central, Female, Humans, Magnetic Resonance Imaging methods, Neuropsychological Tests, Somatosensory Cortex, Anorexia Nervosa diagnosis, Anorexia Nervosa physiopathology, Anorexia Nervosa psychology, Body Image psychology, Neural Pathways physiopathology, Space Perception physiology, Visual Perception physiology
- Abstract
Background: Although body image disturbance is considered one of the core characteristics of anorexia nervosa (AN), the exact nature of this complex feature is poorly understood. Task-related functional magnetic resonance imaging studies can only partially explore the multimodal complexity of body consciousness, which is a complex cognition underpinned by aspects of visual perception, proprioception, and touch. The aim of the present study was to explore the functional connectivity of networks involved in visuospatial and somatosensory processing in AN., Methods: Twenty-nine subjects with AN, 16 women who had recovered from it, and 26 healthy women underwent a resting-state functional magnetic resonance imaging scan and neuropsychological assessment of their visuospatial abilities using the Rey-Osterrieth Complex Figure Test., Results: Both AN groups showed areas of decreased connectivity in the ventral visual network, a network involved in the "what?" pathway of visual perception. Even more interestingly, the AN group, but not the recovered AN group, displayed increased coactivation in the left parietal cortex, encompassing the somatosensory cortex, in an area implicated in long-term multimodal spatial memory and representation, even in the absence of visual information. A neuropsychological assessment of visuospatial abilities revealed that aspects of detail processing and global integration (central coherence) showed correlations with connectivity of this brain area in the AN group., Conclusions: Our findings show that AN is associated with double disruption of brain connectivity, which shows a specific association with visuospatial difficulties and may explain the failure of the integration process between visual and somatosensory perceptual information that might sustain body image disturbance., (Copyright © 2012 Society of Biological Psychiatry. Published by Elsevier Inc. All rights reserved.)
- Published
- 2012
- Full Text
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6. Distributed analysis of simultaneous EEG-fMRI time-series: modeling and interpretation issues.
- Author
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Esposito F, Aragri A, Piccoli T, Tedeschi G, Goebel R, and Di Salle F
- Subjects
- Adult, Computer Simulation, Humans, Image Interpretation, Computer-Assisted methods, Magnetic Resonance Imaging instrumentation, Male, Reproducibility of Results, Sensitivity and Specificity, Brain Mapping methods, Electroencephalography methods, Evoked Potentials, Visual physiology, Magnetic Resonance Imaging methods, Models, Neurological, Pattern Recognition, Visual physiology, Visual Cortex physiology
- Abstract
Functional magnetic resonance imaging (fMRI) and electroencephalography (EEG) represent brain activity in terms of a reliable anatomical localization and a detailed temporal evolution of neural signals. Simultaneous EEG-fMRI recordings offer the possibility to greatly enrich the significance and the interpretation of the single modality results because the same neural processes are observed from the same brain at the same time. Nonetheless, the different physical nature of the measured signals by the two techniques renders the coupling not always straightforward, especially in cognitive experiments where spatially localized and distributed effects coexist and evolve temporally at different temporal scales. The purpose of this article is to illustrate the combination of simultaneously recorded EEG and fMRI signals exploiting the principles of EEG distributed source modeling. We define a common source space for fMRI and EEG signal projection and gather a conceptually unique framework for the spatial and temporal comparative analysis. We illustrate this framework in a graded-load working-memory simultaneous EEG-fMRI experiment based on the n-back task where sustained load-dependent changes in the blood-oxygenation-level-dependent (BOLD) signals during continuous item memorization co-occur with parametric changes in the EEG theta power induced at each single item. In line with previous studies, we demonstrate on two single-subject cases how the presented approach is capable of colocalizing in midline frontal regions two phenomena simultaneously observed at different temporal scales, such as the sustained negative changes in BOLD activity and the parametric EEG theta synchronization. We discuss the presented approach in relation to modeling and interpretation issues typically arising in simultaneous EEG-fMRI studies.
- Published
- 2009
- Full Text
- View/download PDF
7. Amygdala deactivation as a neural correlate of pain processing in patients with borderline personality disorder and co-occurrent posttraumatic stress disorder.
- Author
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Kraus A, Esposito F, Seifritz E, Di Salle F, Ruf M, Valerius G, Ludaescher P, Bohus M, and Schmahl C
- Subjects
- Adult, Borderline Personality Disorder complications, Emotions, Female, Humans, Magnetic Resonance Imaging, Pain Measurement, Severity of Illness Index, Stress Disorders, Post-Traumatic complications, Amygdala physiopathology, Borderline Personality Disorder diagnosis, Borderline Personality Disorder physiopathology, Pain physiopathology, Stress Disorders, Post-Traumatic diagnosis, Stress Disorders, Post-Traumatic physiopathology
- Abstract
Background: Previous studies have revealed altered affective pain processing in patients with borderline personality disorder (BPD) as well as in patients with posttraumatic stress disorder (PTSD). Reduced levels of activation in the amygdala might be related to antinociceptive mechanisms pertinent to both disorders. This study aimed at clarifying whether central antinoceptive mechanisms discriminate BPD patients with and without co-occurrent PTSD., Methods: We investigated 29 medication-free female outpatients with BPD, 12 with and 17 without co-occurrent PTSD. Psychophysical characteristics were assessed, and functional magnetic resonance imaging was performed during heat stimulation with stimuli adjusted for equal subjective painfulness., Results: No difference in pain sensitivity was found between both groups of patients. Amygdala deactivation, however, was more pronounced in BPD patients with co-occurrent PTSD compared with those without PTSD. Amygdala deactivation was independent of BPD symptom severity and dissociation., Conclusions: Amygdala deactivation seems to differentiate patients who meet criteria for both BPD and PTSD from BPD patients without co-occurrent PTSD. On the basis of these preliminary findings it might be speculated that reduced pain sensitivity or at least the emotional component of it is associated with amygdala deactivation in patients with both disorders, whereas BPD patients without PTSD use different yet unknown antinociceptive mechanisms.
- Published
- 2009
- Full Text
- View/download PDF
8. Independent component model of the default-mode brain function: combining individual-level and population-level analyses in resting-state fMRI.
- Author
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Esposito F, Aragri A, Pesaresi I, Cirillo S, Tedeschi G, Marciano E, Goebel R, and Di Salle F
- Subjects
- Adult, Aged, Aged, 80 and over, Analysis of Variance, Brain blood supply, Humans, Image Processing, Computer-Assisted, Middle Aged, Oxygen blood, Brain physiology, Brain Mapping methods, Magnetic Resonance Imaging methods
- Abstract
Resting-state functional magnetic resonance imaging (RS-fMRI) is a technique used to investigate the spontaneous correlations of blood-oxygen-level-dependent signals across different regions of the brain. Using functional connectivity tools, it is possible to investigate a specific RS-fMRI network, referred to as "default-mode" (DM) network, that involves cortical regions deactivated in fMRI experiments with cognitive tasks. Previous works have reported a significant effect of aging on DM regions activity. Independent component analysis (ICA) is often used for generating spatially distributed DM functional connectivity patterns from RS-fMRI data without the need for a reference region. This aspect and the relatively easy setup of an RS-fMRI experiment even in clinical trials have boosted the combined use of RS-fMRI and ICA-based DM analysis for noninvasive research of brain disorders. In this work, we considered different strategies for combining ICA results from individual-level and population-level analyses and used them to evaluate and predict the effect of aging on the DM component. Using RS-fMRI data from 20 normal subjects and a previously developed group-level ICA methodology, we generated group DM maps and showed that the overall ICA-DM connectivity is negatively correlated with age. A negative correlation of the ICA voxel weights with age existed in all DM regions at a variable degree. As an alternative approach, we generated a distributed DM spatial template and evaluated the correlation of each individual DM component fit to this template with age. Using a "leave-one-out" procedure, we discuss the importance of removing the bias from the DM template-generation process.
- Published
- 2008
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9. Cortex-based independent component analysis of fMRI time series.
- Author
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Formisano E, Esposito F, Di Salle F, and Goebel R
- Subjects
- Algorithms, Cerebral Cortex anatomy & histology, Evoked Potentials, Visual physiology, Finite Element Analysis, Humans, Image Processing, Computer-Assisted methods, Imagery, Psychotherapy, Models, Neurological, Motion Perception physiology, Neural Pathways anatomy & histology, Neural Pathways physiology, Photic Stimulation, Space Perception physiology, Time Factors, Visual Perception physiology, Cerebral Cortex physiology, Magnetic Resonance Imaging methods
- Abstract
The cerebral cortex is the main target of analysis in many functional magnetic resonance imaging (fMRI) studies. Since only about 20% of the voxels of a typical fMRI data set lie within the cortex, statistical analysis can be restricted to the subset of the voxels obtained after cortex segmentation. While such restriction does not influence conventional univariate statistical tests, it may have a substantial effect on the performance of multivariate methods. Here, we describe a novel approach for data-driven analysis of single-subject fMRI time series that combines techniques for the segmentation and reconstruction of the cortical surface of the brain and the spatial independent component analysis (sICA) of the functional time courses (TCs). We use the mesh of the white matter/gray matter boundary, automatically reconstructed from high-spatial-resolution anatomical MR images, to limit the sICA decomposition of a coregistered functional time series to those voxels which are within a specified region with respect to the cortical sheet (cortex-based ICA, or cbICA). We illustrate our analysis method in the context of fMRI blocked and event-related experimental designs and in an fMRI experiment with perceptually ambiguous stimulation, in which an a priori specification of the stimulation protocol is not possible. A comparison between cbICA and conventional hypothesis-driven statistical methods shows that cortical surface maps and component TCs blindly obtained with cbICA reliably reflect task-related spatiotemporal activation patterns. Furthermore, the advantages of using cbICA when the specification of a temporal model of the expected hemodynamic response is not straightforward are illustrated and discussed. A comparison between cbICA and anatomically unconstrained ICA reveals that--beside reducing computational demand--the cortex-based approach improves the fitting of the ICA model in the gray matter voxels, the separation of cortical components and the estimation of their TCs, particularly in the case of fMRI data sets with a complex spatiotemporal statistical structure.
- Published
- 2004
- Full Text
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10. Differential sex-independent amygdala response to infant crying and laughing in parents versus nonparents.
- Author
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Seifritz E, Esposito F, Neuhoff JG, Lüthi A, Mustovic H, Dammann G, von Bardeleben U, Radue EW, Cirillo S, Tedeschi G, and Di Salle F
- Subjects
- Acoustic Stimulation, Adult, Amygdala blood supply, Child, Preschool, Female, Functional Laterality, Gyrus Cinguli physiology, Humans, Infant, Magnetic Resonance Imaging methods, Male, Time Factors, Amygdala physiology, Crying physiology, Laughter physiology, Parent-Child Relations, Sex Characteristics
- Abstract
Background: Animal and human studies implicate forebrain neural circuits in maternal behavior. Here, we hypothesized that human brain response to emotional stimuli relevant for social interactions between infants and adults are modulated by sex- and experience-dependent factors., Methods: We used functional magnetic resonance imaging and examined brain response to infant crying and laughing in mothers and fathers of young children and in women and men without children., Results: Women but not men, independent of their parental status, showed neural deactivation in the anterior cingulate cortex, as indexed by decreased blood oxygenation level-dependent signal, in response to both infant crying and laughing. The response pattern changed fundamentally with parental experience: in the amygdala and interconnected limbic regions, parents (independent of sex) showed stronger activation from crying, whereas nonparents showed stronger activation from laughing., Conclusions: Our data show sex- and experience-dependent modulation of brain response to infant vocalizations. Successful recognition and evaluation of infant vocalizations can be critical for bonding mechanisms and for offspring well-being and survival. Thus, the modulation of responses by experience seems to represent an adaptive mechanism that can be related to reproductive fitness.
- Published
- 2003
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11. The physiology and metabolism of neuronal activation: in vivo studies by NMR and other methods.
- Author
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Giove F, Mangia S, Bianciardi M, Garreffa G, Di Salle F, Morrone R, and Maraviglia B
- Subjects
- Brain metabolism, Brain physiology, Cerebrovascular Circulation physiology, Glucose metabolism, Humans, Lactic Acid metabolism, Models, Neurological, Oxygen Consumption, Tomography, Emission-Computed, Brain anatomy & histology, Magnetic Resonance Imaging methods, Magnetic Resonance Spectroscopy methods, Neurons physiology
- Abstract
In this article, a review is made of the current knowledge concerning the physiology and metabolism of neuronal activity, as provided by the application of NMR approaches in vivo. The evidence furnished by other functional spectroscopic and imaging techniques, such as PET and optical methods, are also discussed. In spite of considerable amounts of studies presented in the literature, several controversies concerning the mechanisms underlying brain function still remain, mainly due to the difficult assessment of the single vascular and metabolic dynamics which generally influence the functional signals. In this framework, methodological and technical improvements are required to provide new and reliable experimental elements, which can support or eventually modify the current models of activation.
- Published
- 2003
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12. fMRI of the auditory system: understanding the neural basis of auditory gestalt.
- Author
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Di Salle F, Esposito F, Scarabino T, Formisano E, Marciano E, Saulino C, Cirillo S, Elefante R, Scheffler K, and Seifritz E
- Subjects
- Auditory Cortex anatomy & histology, Auditory Perception physiology, Echo-Planar Imaging, Humans, Noise, Auditory Cortex physiology, Magnetic Resonance Imaging methods
- Abstract
Functional magnetic resonance imaging (fMRI) has rapidly become the most widely used imaging method for studying brain functions in humans. This is a result of its extreme flexibility of use and of the astonishingly detailed spatial and temporal information it provides. Nevertheless, until very recently, the study of the auditory system has progressed at a considerably slower pace compared to other functional systems. Several factors have limited fMRI research in the auditory field, including some intrinsic features of auditory functional anatomy and some peculiar interactions between fMRI technique and audition. A well known difficulty arises from the high intensity acoustic noise produced by gradient switching in echo-planar imaging (EPI), as well as in other fMRI sequences more similar to conventional MR sequences. The acoustic noise interacts in an unpredictable way with the experimental stimuli both from a perceptual point of view and in the evoked hemodynamics. To overcome this problem, different approaches have been proposed recently that generally require careful tailoring of the experimental design and the fMRI methodology to the specific requirements posed by the auditory research. The novel methodological approaches can make the fMRI exploration of auditory processing much easier and more reliable, and thus may permit filling the gap with other fields of neuroscience research. As a result, some fundamental neural underpinnings of audition are being clarified, and the way sound stimuli are integrated in the auditory gestalt are beginning to be understood.
- Published
- 2003
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13. 'De novo' aneurysm formation: report of two cases.
- Author
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Maiuri F, Spaziante R, Iaconetta G, Signorelli F, Cirillo S, and Di Salle F
- Subjects
- Adult, Carotid Artery Diseases therapy, Embolization, Therapeutic, Humans, Intracranial Aneurysm surgery, Male, Middle Aged, Postoperative Complications surgery, Recurrence, Reoperation, Tomography, X-Ray Computed, Cerebral Angiography, Intracranial Aneurysm diagnostic imaging, Postoperative Complications diagnostic imaging
- Abstract
We report 2 cases of 'de novo' aneurysm formation in a vessel which appeared to be normal at a previous angiography. The first patient developed an anterior communicating artery aneurysm nine years after occlusion of the right internal carotid artery by Gianturco coils for the treatment of a giant intracavernous carotid aneurysm. In the second case a 'de novo' aneurysm of the internal angle A1-A2 segment of the left anterior cerebral artery developed 6 years after successful clipping of another aneurysm of the same location. De novo formation of an aneurysm in a vessel which was found to be normal in a previous angiographic study, may occur as result of hemodynamic changes, such as after internal carotid occlusion or in presence of an arteriovenous malformation or variations of the circle of Willis. However, definite hemodynamic changes may also be absent. We conclude that patients operated on for aneurysm clipping must be periodically explored by magnetic resonance angiography to evaluate the possibility of de novo appearance of another aneurysm.
- Published
- 1995
- Full Text
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