712 results on '"Maria A. Rocca"'
Search Results
2. Modifiable risk factors of COVID-19 in patients with multiple sclerosis: a single-centre case–control study
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Federico Montini, Agostino Nozzolillo, Paola M. V. Rancoita, Chiara Zanetta, Lucia Moiola, Federica Cugnata, Federica Esposito, Maria A. Rocca, Vittorio Martinelli, and Massimo Filippi
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Neurology ,Neurology (clinical) - Published
- 2023
3. Correspondence among gray matter atrophy and atlas-based neurotransmitter maps is clinically relevant in multiple sclerosis
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Alessia Fiore, Paolo Preziosa, Nicolò Tedone, Monica Margoni, Carmen Vizzino, Damiano Mistri, Mor Gueye, Maria A. Rocca, and Massimo Filippi
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Cellular and Molecular Neuroscience ,Psychiatry and Mental health ,Molecular Biology - Published
- 2023
4. The insula modulates the effects of aerobic training on cardiovascular function and ambulation in multiple sclerosis
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Matteo Albergoni, Loredana Storelli, Paolo Preziosa, Maria A. Rocca, and Massimo Filippi
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Neurology ,Neurology (clinical) - Abstract
Impairment of cardiovascular control is common in multiple sclerosis (MS), possibly due to damage of strategic brain regions such as the insula. Aerobic training (AT) targets cardiopulmonary system and may represent a neuroprotective strategy.To investigate whether insular damage (T2-hyperintense lesions and volume) is associated with cardiovascular fitness (CF) and influences AT effects in MS.Sixty-one MS patients were randomized to an AT intervention group (MS-AT) and a motor training control group (MS-C). At baseline and after training (24 sessions over 2-3 months), peak of oxygen consumption (VO2max), heart rate reserve (HRR), 6-min walk test (6MWT) and whole brain and insula MRI data were collected. Two healthy control (HC) groups were enrolled for CF and MRI data analysis.At baseline, MS patients vs HC showed impaired VO2max, HRR and 6MWT (p 0.001) and widespread gray matter atrophy, including bilateral insula. In MS patients, left insula T2-lesion volume correlated with HRR (r = 0.27, p = 0.042). After training, MS-AT, especially those without insular T2-hyperintense lesions, showed 6MWT improvement (p 0.05) and a stable insular volume, whereas MS-C showed left insular volume loss (p 0.001).By increasing 6MWT performance, our results suggest that AT may improve walking capacity and submaximal measure of CF in MS patients. Such beneficial effect may be modulated by insula integrity.
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- 2022
5. Monoaminergic network abnormalities: a marker for multiple sclerosis-related fatigue and depression
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Antonio Carotenuto, Paola Valsasina, Paolo Preziosa, Damiano Mistri, Massimo Filippi, Maria A Rocca, Carotenuto, Antonio, Valsasina, Paola, Preziosa, Paolo, Mistri, Damiano, Filippi, Massimo, and Rocca, Maria A
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Psychiatry and Mental health ,Surgery ,Neurology (clinical) ,DEPRESSION ,MULTIPLE SCLEROSIS ,MRI - Abstract
ObjectiveTo investigate monoaminergic network abnormalities in patients with multiple sclerosis (MS) according to their fatigue and depressive status through a positron emission tomography (PET)-based constrained independent component analysis (ICA) on resting state (RS) functional MRI (fMRI).MethodsIn this prospective study, 213 patients with MS (mean age=40.6±12.5 years; 94/119 men/women; 153 relapsing-remitting; 60 progressive) and 62 healthy controls (HCs, mean age=39.0±10.4 years; 30/32 men/women) underwent neurological, fatigue, depression and RS fMRI assessment. Patterns of dopamine, norepinephrine-related and serotonin-related RS functional connectivity (FC) were derived by ICA, constrained to PET atlases for dopamine, norepinephrine and serotonin transporters, obtained in HCs’ brain.ResultsCompared with HCs, patients with MS showed abnormalities in all three explored monoaminergic networks, mostly with decreased RS FC within PET-guided monoaminergic networks in frontal regions and subcortical areas including the cerebellum and thalamus, and increased RS FC in temporo-parieto-occipital cortical areas, including bilateral precunei.MS-related fatigue was associated with decreased RS FC within the PET-guided dopamine network in the left thalamus and left cerebellum, and with increased RS FC within the PET-guided serotonin network in the left middle occipital gyrus. MS-related depression was associated with more distributed abnormalities involving the three explored monoaminergic networks, resulting in overall reduced RS FC in the frontal lobe, limbic areas and the precuneus.ConclusionsPatients with MS present diffuse dysregulation in the monoaminergic networks. Specific alterations in these networks were associated with fatigue and depression, providing a pathological marker for these bothersome symptoms and putative targets for their treatment.
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- 2022
6. Spinal cord lesions and brain grey matter atrophy independently predict clinical worsening in definite multiple sclerosis
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Maria A, Rocca, Paola, Valsasina, Alessandro, Meani, Claudio, Gobbi, Chiara, Zecca, Frederik, Barkhof, Menno M, Schoonheim, Eva M, Strijbis, Hugo, Vrenken, Antonio, Gallo, Alvino, Bisecco, Olga, Ciccarelli, Marios, Yiannakas, Alex, Rovira, Jaume, Sastre-Garriga, Jacqueline, Palace, Lucy, Matthews, Achim, Gass, Philipp, Eisele, Carsten, Lukas, Barbara, Bellenberg, Monica, Margoni, Paolo, Preziosa, Massimo, Filippi, Anatomy and neurosciences, Radiology and nuclear medicine, Amsterdam Neuroscience - Brain Imaging, Amsterdam Neuroscience - Neuroinfection & -inflammation, Neurology, Rocca, Maria A, Valsasina, Paola, Meani, Alessandro, Gobbi, Claudio, Zecca, Chiara, Barkhof, Frederik, Schoonheim, Menno M, Strijbis, Eva M, Vrenken, Hugo, Gallo, Antonio, Bisecco, Alvino, Ciccarelli, Olga, Yiannakas, Mario, Rovira, Alex, Sastre-Garriga, Jaume, Palace, Jacqueline, Matthews, Lucy, Gass, Achim, Eisele, Philipp, Lukas, Carsten, Bellenberg, Barbara, Margoni, Monica, Preziosa, Paolo, and Filippi, Massimo
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Psychiatry and Mental health ,Surgery ,Neurology (clinical) ,MULTIPLE SCLEROSIS ,MRI - Abstract
ObjectivesTo evaluate the combined contribution of brain and cervical cord damage in predicting 5-year clinical worsening in a multicentre cohort of definite multiple sclerosis (MS) patients.MethodsBaseline 3.0T brain and cervical cord T2-weighted and three-dimensional T1-weighted MRI was acquired in 367 patients with MS (326 relapse-onset and 41 progressive-onset) and 179 healthy controls. Expanded Disability Status Scale (EDSS) score was obtained at baseline and after a median follow-up of 5.1 years (IQR=4.8–5.2). At follow-up, patients were classified as clinically stable/worsened according to EDSS changes. Generalised linear mixed models identified predictors of clinical worsening, evolution to secondary progressive (SP) MS and reaching EDSS=3.0, 4.0 and 6.0 milestones at 5 years.ResultsAt follow-up, 120/367 (33%) patients with MS worsened clinically; 36/256 (14%) patients with relapsing–remitting evolved to SPMS. Baseline predictors of EDSS worsening were progressive-onset versus relapse-onset MS (standardised beta (β)=0.97), higher EDSS (β=0.41), higher cord lesion number (β=0.41), lower normalised cortical volume (β=−0.15) and lower cord area (β=−0.28) (C-index=0.81). Older age (β=0.86), higher EDSS (β=1.40) and cord lesion number (β=0.87) independently predicted SPMS conversion (C-index=0.91). Predictors of reaching EDSS=3.0 after 5 years were higher baseline EDSS (β=1.49), cord lesion number (β=1.02) and lower normalised cortical volume (β=−0.56) (C-index=0.88). Baseline age (β=0.30), higher EDSS (β=2.03), higher cord lesion number (β=0.66) and lower cord area (β=−0.41) predicted EDSS=4.0 (C-index=0.92). Finally, higher baseline EDSS (β=1.87) and cord lesion number (β=0.54) predicted EDSS=6.0 (C-index=0.91).ConclusionsSpinal cord damage and, to a lesser extent, cortical volume loss helped predicting worse 5-year clinical outcomes in MS.
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- 2022
7. In vivo quantification of brain soma and neurite density abnormalities in multiple sclerosis
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Monica Margoni, Elisabetta Pagani, Paolo Preziosa, Marco Palombo, Mor Gueye, Matteo Azzimonti, Massimo Filippi, and Maria Assunta Rocca
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Multiple Sclerosis ,Neurology ,Neurites ,Humans ,Brain ,Neurology (clinical) ,Magnetic Resonance Imaging ,White Matter - Abstract
Soma and neurite density imaging (SANDI) is a new biophysical model that incorporates soma in addition to neurite density, thus possibly providing more specific information about the complex pathological processes of multiple sclerosis (MS).To discriminate the pathological abnormalities of MS white matter (WM) lesions, normal-appearing (NA) WM and cortex and to evaluate the associations among SANDI-derived measures, clinical disability, and conventional MRI variables.Twenty healthy controls (HC) and 23 MS underwent a 3 T brain MRI. Using SANDI on diffusion-weighted sequence, the fractions of neurite (fCompared to HC WM, MS NAWM showed lower fSANDI may represent a clinically relevant model to discriminate different neurodegenerative phenomena that gradually accumulate through MS disease course.
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- 2022
8. Using The Virtual Brain to study the relationship between structural and functional connectivity in patients with multiple sclerosis:a multicenter study
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Gerard Martí-Juan, Jaume Sastre-Garriga, Eloy Martinez-Heras, Angela Vidal-Jordana, Sara Llufriu, Sergiu Groppa, Gabriel Gonzalez-Escamilla, Maria A Rocca, Massimo Filippi, Einar A Høgestøl, Hanne F Harbo, Michael A Foster, Ahmed T Toosy, Menno M Schoonheim, Prejaas Tewarie, Giuseppe Pontillo, Maria Petracca, Àlex Rovira, Gustavo Deco, and Deborah Pareto
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Cellular and Molecular Neuroscience ,Cognitive Neuroscience - Abstract
The relationship between structural connectivity (SC) and functional connectivity (FC) captured from magnetic resonance imaging, as well as its interaction with disability and cognitive impairment, is not well understood in people with multiple sclerosis (pwMS). The Virtual Brain (TVB) is an open-source brain simulator for creating personalized brain models using SC and FC. The aim of this study was to explore SC–FC relationship in MS using TVB. Two different model regimes have been studied: stable and oscillatory, with the latter including conduction delays in the brain. The models were applied to 513 pwMS and 208 healthy controls (HC) from 7 different centers. Models were analyzed using structural damage, global diffusion properties, clinical disability, cognitive scores, and graph-derived metrics from both simulated and empirical FC. For the stable model, higher SC–FC coupling was associated with pwMS with low Single Digit Modalities Test (SDMT) score (F=3.48, P$\lt$0.05), suggesting that cognitive impairment in pwMS is associated with a higher SC–FC coupling. Differences in entropy of the simulated FC between HC, high and low SDMT groups (F=31.57, P$\lt$1e-5), show that the model captures subtle differences not detected in the empirical FC, suggesting the existence of compensatory and maladaptive mechanisms between SC and FC in MS.
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- 2023
9. Clinical and MRI measures to identify non-acute MOG-antibody disease in adults
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Cortese, Rosa, Battaglini, Marco, Ferran, Prados, Alessia, Bianchi, Lukas, Haider, Anu, Jacob, Jacqueline, Palace, Silvia, Messina, Friedemann, Paul, Jens, Wuerfel, Romain, Marignier, Françoise, Durand-Dubief, Carolina de Medeiros Rimkus, Dagoberto, Callegaro, Douglas Kazutoshi Sato, Massimo, Filippi, Maria Assunta Rocca, Laura, Cacciaguerra, Alex, Rovira, Jaume, Sastre-Garriga, Georgina, Arrambide, Yaou, Liu, Yunyun, Duan, Claudio, Gasperini, Carla, Tortorella, Serena, Ruggieri, Maria Pia Amato, Ulivelli, Monica, Sergiu, Groppa, Matthias, Grothe, Sara, Llufriu, Maria, Sepulveda, Carsten, Lukas, Barbara, Bellenberg, Ruth, Schneider, Piotr, Sowa, Elisabeth, G Celius, Anne-Katrin, Proebstel, Özgür, Yaldizli, Jannis, Müller, Bruno, Stankoff, Benedetta, Bodini, Luca, Carmisciano, Maria Pia Sormani, Frederik, Barkhof, DE STEFANO, Nicola, Olga, Ciccarelli, Cortese, Rosa, Battaglini, Marco, Prados, Ferran, Bianchi, Alessia, Haider, Luka, Jacob, Anu, Palace, Jacqueline, Messina, Silvia, Paul, Friedemann, Wuerfel, Jen, Marignier, Romain, Durand-Dubief, Françoise, de Medeiros Rimkus, Carolina, Callegaro, Dagoberto, Sato, Douglas Kazutoshi, Filippi, Massimo, Rocca, Maria Assunta, Cacciaguerra, Laura, Rovira, Alex, Sastre-Garriga, Jaume, Arrambide, Georgina, Liu, Yaou, Duan, Yunyun, Gasperini, Claudio, Tortorella, Carla, Ruggieri, Serena, Amato, Maria Pia, Ulivelli, Monica, Groppa, Sergiu, Grothe, Matthia, Llufriu, Sara, Sepulveda, Maria, Lukas, Carsten, Bellenberg, Barbara, Schneider, Ruth, Sowa, Piotr, Celius, Elisabeth G, Proebstel, Anne-Katrin, Yaldizli, Özgür, Müller, Janni, Stankoff, Bruno, Bodini, Benedetta, Carmisciano, Luca, Sormani, Maria Pia, Barkhof, Frederik, De Stefano, Nicola, and Ciccarelli, Olga
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aquaporin 4-antibody positive neuromyelitis optica spectrum disorder ,differential diagnosis ,imaging ,multiple sclerosis ,myelin oligodendrocyte glycoprotein antibody-associated disease ,Neurology (clinical) - Abstract
MRI and clinical features of myelin oligodendrocyte glycoprotein (MOG)-antibody disease may overlap with those of other inflammatory demyelinating conditions posing diagnostic challenges, especially in non-acute phases and when serologic testing for MOG antibodies is unavailable or shows uncertain results. We aimed to identify MRI and clinical markers that differentiate non-acute MOG-antibody disease from aquaporin 4 (AQP4)-antibody neuromyelitis optica spectrum disorder and relapsing remitting multiple sclerosis, guiding in the identification of patients with MOG-antibody disease in clinical practice. In this cross-sectional retrospective study, data from 16 MAGNIMS centres were included. Data collection and analyses were conducted from 2019 to 2021. Inclusion criteria were: diagnosis of MOG-antibody disease; AQP4-neuromyelitis optica spectrum disorder and multiple sclerosis; brain and cord MRI at least 6 months from relapse; and Expanded Disability Status Scale (EDSS) score on the day of MRI. Brain white matter T2 lesions, T1-hypointense lesions, cortical and cord lesions were identified. Random forest models were constructed to classify patients as MOG-antibody disease/AQP4-neuromyelitis optica spectrum disorder/multiple sclerosis; a leave one out cross-validation procedure assessed the performance of the models. Based on the best discriminators between diseases, we proposed a guide to target investigations for MOG-antibody disease. One hundred and sixty-two patients with MOG-antibody disease [99 females, mean age: 41 (±14) years, median EDSS: 2 (0–7.5)], 162 with AQP4-neuromyelitis optica spectrum disorder [132 females, mean age: 51 (±14) years, median EDSS: 3.5 (0–8)], 189 with multiple sclerosis (132 females, mean age: 40 (±10) years, median EDSS: 2 (0–8)] and 152 healthy controls (91 females) were studied. In young patients (
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- 2023
10. Current perspectives on the diagnosis and management of fatigue in multiple sclerosis
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Olga, Marchesi, Carmen, Vizzino, Massimo, Filippi, Maria A, Rocca, Marchesi, Olga, Vizzino, Carmen, Filippi, Massimo, and Rocca, Maria A
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Multiple Sclerosis ,assessment ,General Neuroscience ,fatigue treatment ,multiple sclerosis ,Prevalence ,Quality of Life ,Humans ,fatigability ,Pharmacology (medical) ,Neurology (clinical) ,Fatigue ,pathophysiology - Abstract
Fatigue is a common and debilitating symptom among multiple sclerosis (MS) patients with a prevalence up to 81% and with a considerable impact on quality of life. However, its subjective nature makes it difficult to define and quantify in clinical practice. Research aimed at a more precise definition and knowledge of this construct is thus continuously growing.This review summarizes the most relevant updates available on PubMed up to 1 July 2022 regarding: the assessment methods that aim to measure the concept of fatigue (as opposed to fatigability), the possible treatment pathways currently available to clinicians, interconnection with the pathophysiological substrates and with the common comorbidities of MS, such as depression and mood disorders.The in-depth study of fatigue can help to better understand its actual impact on MS patients and can stimulate clinicians toward a more valid approach, through a targeted analysis of this symptom. Considering fatigue from a multidimensional perspective allows the use of patient-tailored methods for its identification and subsequent treatment by different professional figures. Better identification of methods and treatment pathways would reduce the extremely negative impact of fatigue on MS patients' quality of life.
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- 2022
11. Upfront transoral robotic surgery (TORS) versus intensity-modulated radiation therapy (IMRT) in HPV-positive oropharyngeal cancer: real-world data from a tertiary comprehensive cancer centre
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Stefano Filippo Zorzi, Giovanni Agostini, Francesco Chu, Marta Tagliabue, Giacomo Pietrobon, Giulia Corrao, Stefania Volpe, Giulia Marvaso, Francesca Colombo, Maria Cossu Rocca, Sara Gandini, Aurora Gaeta, Francesca Ruju, Daniela Alterio, and Mohssen Ansarin
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General Energy ,Otorhinolaryngology - Published
- 2022
12. Cognitive function in primary and secondary progressive multiple sclerosis: a multiparametric <scp>MRI</scp> study
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Damiano Mistri, Laura Cacciaguerra, Paola Valsasina, Elisabetta Pagani, Massimo Filippi, and Maria A. Rocca
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Neurology ,Neurology (clinical) - Published
- 2023
13. Functional and structural brain MRI changes associated with cognitive worsening in multiple sclerosis: a 3-year longitudinal study
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Matteo Azzimonti, Paolo Preziosa, Elisabetta Pagani, Paola Valsasina, Nicolò Tedone, Carmen Vizzino, Maria A. Rocca, and Massimo Filippi
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Neurology ,Neurology (clinical) - Published
- 2023
14. Correction to: Effectiveness and safety profile of cladribine in an Italian real-life cohort of relapsing–remitting multiple sclerosis patients: a monocentric longitudinal observational study
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Chiara Zanetta, Maria A. Rocca, Alessandro Meani, Vittorio Martinelli, Laura Ferrè, Lucia Moiola, and Massimo Filippi
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Neurology ,Neurology (clinical) - Published
- 2023
15. Unraveling the heterogeneous pathological substrates of relapse-onset multiple sclerosis: a multiparametric voxel-wise 3 T MRI study
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Monica Margoni, Elisabetta Pagani, Paolo Preziosa, Mor Gueye, Matteo Azzimonti, Maria A. Rocca, and Massimo Filippi
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Neurology ,Neurology (clinical) - Published
- 2023
16. Discovering functional connectivity features characterizing multiple sclerosis phenotypes using explainable artificial intelligence
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Muhammad Abubakar Yamin, Paola Valsasina, Jacopo Tessadori, Massimo Filippi, Vittorio Murino, Maria A. Rocca, Diego Sona, Sensor Informatics and Medical Technology, IRCCS San Raffaele Scientific Institute, Italian Institute of Technology, Department of Electrical Engineering and Automation, Department of Neuroscience and Biomedical Engineering, Aalto-yliopisto, and Aalto University
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Neurology ,Radiological and Ultrasound Technology ,Riemannian manifold ,functional connectivity ,Radiology, Nuclear Medicine and imaging ,Neurology (clinical) ,Anatomy ,Connectomics ,multiple sclerosis ,geodesic clustering - Abstract
Funding Information: This study was partially supported by FISM with a research grant (FISM2018/R/5), and financed or co‐financed with the “5 per mille” public funding. Publisher Copyright: © 2023 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. Multiple sclerosis (MS) is a neurological condition characterized by severe structural brain damage and by functional reorganization of the main brain networks that try to limit the clinical consequences of structural burden. Resting-state (RS) functional connectivity (FC) abnormalities found in this condition were shown to be variable across different MS phases, according to the severity of clinical manifestations. The article describes a system exploiting machine learning on RS FC matrices to discriminate different MS phenotypes and to identify relevant functional connections for MS stage characterization. To this end, the system exploits some mathematical properties of covariance-based RS FC representation, which can be described by a Riemannian manifold. The classification performance of the proposed framework was significantly above the chance level for all MS phenotypes. Moreover, the proposed system was successful in identifying relevant RS FC alterations contributing to an accurate phenotype classification.
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- 2023
17. Effectiveness and safety profile of cladribine in an Italian real-life cohort of relapsing–remitting multiple sclerosis patients: a monocentric longitudinal observational study
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Chiara Zanetta, Maria A. Rocca, Alessandro Meani, Vittorio Martinelli, Laura Ferrè, Lucia Moiola, and Massimo Filippi
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Neurology ,Neurology (clinical) - Abstract
Introduction Cladribine is approved for the treatment of active relapsing MS (RRMS), but its positioning in MS therapeutic scenario still needs to be fully elucidated. Methods This is a monocentric, observational, real-world study on RRMS patients treated with cladribine. Relapses, magnetic resonance imaging (MRI) activity, disability worsening, and loss of no-evidence-of-disease-activity-3 (NEDA-3) status were assessed as outcomes. White blood cell, lymphocyte counts and side effects were also evaluated. Patients were analyzed overall and in subgroups according to the last treatment before cladribine. The relationship between baseline characteristics and outcomes was tested to identify predictors of response. Results Among the 114 patients included, 74.9% were NEDA-3 at 24 months. We observed a reduction of relapses and MRI activity, along with a stabilization of disability. A higher number of gadolinium-enhancing lesions at baseline was the only risk factor for loss of NEDA-3 during follow-up. Cladribine was more efficacious in switchers from first-line therapies or naïves. Grade I lymphopenia was more frequent at month 3 and 15. No grade IV lymphopenia cases were observed. Independent predictors of grade III lymphopenia were a lower baseline lymphocyte count and a higher number of previous treatments. Sixty-two patients presented at least one side effect and globally 111 adverse events were recorded, none of them was serious. Conclusions Our study confirms previous data on cladribine effectiveness and safety. Cladribine is more effective when placed early in the treatment algorithm. Real-world data on larger populations with longer follow-up are needed to confirm our findings.
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- 2023
18. Multicenter Evaluation of AI-generated DIR and PSIR for Cortical and Juxtacortical Multiple Sclerosis Lesion Detection
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Piet M. Bouman, Samantha Noteboom, Fernando A. Nobrega Santos, Erin S. Beck, Gregory Bliault, Marco Castellaro, Massimiliano Calabrese, Declan T. Chard, Paul Eichinger, Massimo Filippi, Matilde Inglese, Caterina Lapucci, Andrzej Marciniak, Bastiaan Moraal, Alfredo Morales Pinzon, Mark Mühlau, Paolo Preziosa, Daniel S. Reich, Maria A. Rocca, Menno M. Schoonheim, Jos W. R. Twisk, Benedict Wiestler, Laura E. Jonkman, Charles R. G. Guttmann, Jeroen J. G. Geurts, Martijn D. Steenwijk, Anatomy and neurosciences, Radiology and nuclear medicine, Amsterdam Neuroscience - Brain Imaging, Amsterdam Neuroscience - Neuroinfection & -inflammation, Epidemiology and Data Science, APH - Health Behaviors & Chronic Diseases, APH - Methodology, and Amsterdam Neuroscience - Neurodegeneration
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evaluation ,cortical and juxtacortical multiple sclerosis lesion detection ,diagnosis ,phase-sensitive inversion recovery (PSIR) ,Radiology, Nuclear Medicine and imaging ,double inversion recovery (DIR) ,clinical sequences ,artificial intelligence (AI) - Abstract
Background: Cortical multiple sclerosis lesions are clinically relevant but inconspicuous at conventional clinical MRI. Double inversion recovery (DIR) and phase-sensitive inversion recovery (PSIR) are more sensitive but often unavailable. In the past 2 years, artificial intelligence (AI) was used to generate DIR and PSIR from standard clinical sequences (eg, T1-weighted, T2-weighted, and fluid-attenuated inversion-recovery sequences), but multicenter validation is crucial for further implementation. Purpose: To evaluate cortical and juxtacortical multiple sclerosis lesion detection for diagnostic and disease monitoring purposes on AI-generated DIR and PSIR images compared with MRI-acquired DIR and PSIR images in a multicenter setting. Materials and Methods: Generative adversarial networks were used to generate AI-based DIR (n = 50) and PSIR (n = 43) images. The number of detected lesions between AI-generated images and MRI-acquired (reference) images was compared by randomized blinded scoring by seven readers (all with >10 years of experience in lesion assessment). Reliability was expressed as the intraclass correlation coefficient (ICC). Differences in lesion subtype were determined using Wilcoxon signed-rank tests. Results: MRI scans of 202 patients with multiple sclerosis (mean age, 46 years ± 11 [SD]; 127 women) were retrospectively collected from seven centers (February 2020 to January 2021). In total, 1154 lesions were detected on AI-generated DIR images versus 855 on MRI-acquired DIR images (mean difference per reader, 35.0% ± 22.8; P < .001). On AI-generated PSIR images, 803 lesions were detected versus 814 on MRI-acquired PSIR images (98.9% ± 19.4; P = .87). Reliability was good for both DIR (ICC, 0.81) and PSIR (ICC, 0.75) across centers. Regionally, more juxtacortical lesions were detected on AI-generated DIR images than on MRI-acquired DIR images (495 [42.9%] vs 338 [39.5%]; P < .001). On AI-generated PSIR images, fewer juxtacortical lesions were detected than on MRI-acquired PSIR images (232 [28.9%] vs 282 [34.6%]; P = .02). Conclusion: Artificial intelligence–generated double inversion-recovery and phase-sensitive inversion-recovery images performed well compared with their MRI-acquired counterparts and can be considered reliable in a multicenter setting, with good between-reader and between-center interpretative agreement.
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- 2023
19. Supplementary Figure 2 from Functional Genomics Uncover the Biology behind the Responsiveness of Head and Neck Squamous Cell Cancer Patients to Cetuximab
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Loris De Cecco, Silvana Canevari, Lisa Licitra, Laura D. Locati, Silvana Pilotti, Federica Perrone, Barbara Cortelazzi, Edoardo Marchesi, Marco Giannoccaro, Federica Favales, Andrea P. Sponghini, Maria Cossu Rocca, Marco Siano, Cristiana Bergamini, and Paolo Bossi
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Fig S2. Technical validation using NuGEN's Ovation System. The scatter plot shows the fold change consistency of genes differentially expressed using WG-DASL and NuGEN methods. Only 6 out of the 509 DE genes were found discordant, confirming the WG-DASL patterns. Data are plotted as log2 fold change (FC) expression long/short PFS; positive log2(FC) values stand for genes up-regulated in long-PFS cases, while negative values stand for up-regulation in short-PFS cases. Statistical significance was tested through Monte Carlo test (1000 interactions) yielding p-value
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- 2023
20. Supplementary Figure 1 from Functional Genomics Uncover the Biology behind the Responsiveness of Head and Neck Squamous Cell Cancer Patients to Cetuximab
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Loris De Cecco, Silvana Canevari, Lisa Licitra, Laura D. Locati, Silvana Pilotti, Federica Perrone, Barbara Cortelazzi, Edoardo Marchesi, Marco Giannoccaro, Federica Favales, Andrea P. Sponghini, Maria Cossu Rocca, Marco Siano, Cristiana Bergamini, and Paolo Bossi
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Fig S1. Volcano plot for the 17,378 genes detected by microarray analysis. The x-axis is the fold-change, and the y-axis is log10 p value. A total of 509 probes (blue dots) were differentially expressed in long-PFS patients (14) compared with short-PFS patients (26), imposing a FDR < 15%. Probability of finding by chance 509 significant DE genes between the classes: p = 0.016.
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- 2023
21. Supplementary Figure 3 from Functional Genomics Uncover the Biology behind the Responsiveness of Head and Neck Squamous Cell Cancer Patients to Cetuximab
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Loris De Cecco, Silvana Canevari, Lisa Licitra, Laura D. Locati, Silvana Pilotti, Federica Perrone, Barbara Cortelazzi, Edoardo Marchesi, Marco Giannoccaro, Federica Favales, Andrea P. Sponghini, Maria Cossu Rocca, Marco Siano, Cristiana Bergamini, and Paolo Bossi
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FigS3: Biasogram representing the influence of tissue origin on outcome. Y axes indicate the outcome vector (long- versus short- PFS), while B indicates the nuisance variable (tissue origin; primary versus recurrence/metastatic). The colorgram represents a bivariate histogram of all the 17,378 detected genes; the green circles indicate the genes present in our signature.
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- 2023
22. Data from Functional Genomics Uncover the Biology behind the Responsiveness of Head and Neck Squamous Cell Cancer Patients to Cetuximab
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Loris De Cecco, Silvana Canevari, Lisa Licitra, Laura D. Locati, Silvana Pilotti, Federica Perrone, Barbara Cortelazzi, Edoardo Marchesi, Marco Giannoccaro, Federica Favales, Andrea P. Sponghini, Maria Cossu Rocca, Marco Siano, Cristiana Bergamini, and Paolo Bossi
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Purpose: To identify the tumor portrait of the minority of head and neck squamous cell carcinoma (HNSCC) patients with recurrent–metastatic (RM) disease who upon treatment with platinum-based chemotherapy plus cetuximab present a long-lasting response.Experimental Design: The gene expression of pretreatment samples from 40 HNSCC-RM patients, divided in two groups [14 long-progression-free survival (PFS) and 26 short-PFS (median = 19 and 3 months, respectively)], was associated with PFS and was challenged against a dataset from metastatic colon cancer patients treated with cetuximab. For biologic analysis, we performed functional and subtype association using gene set enrichment analysis, associated biology across all currently available HNSCC signatures, and inferred drug sensitivity using data from the Cancer Genomic Project.Results: The identified genomic profile exhibited a significant predictive value that was essentially confirmed in the single publicly available dataset of cetuximab-treated patients. The main divergence between long- and short-PFS groups was based on developmental/differentiation status. The long-PFS patients are characterized by basal subtype traits such as strong EGFR signaling phenotype and hypoxic differentiation, further validated by the significantly higher association with the hypoxia metagene. The short-PFS patients presented a strong activation of RAS signaling confirmed in an in vitro model of two isogenic HNSCC cell lines sensitive or resistant to cetuximab. The predicted drug sensitivity for all four EGFR inhibitors was higher in long- versus short-PFS patients (P range: Conclusions: Our data uncover the biology behind response to platinum-based chemotherapy plus cetuximab in RM-HNSCC cancer and may have translational implications improving treatment selection. Clin Cancer Res; 22(15); 3961–70. ©2016 AACR.See related commentary by Chau and Hammerman, p. 3710
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- 2023
23. Supplementary Figure 4 from Functional Genomics Uncover the Biology behind the Responsiveness of Head and Neck Squamous Cell Cancer Patients to Cetuximab
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Loris De Cecco, Silvana Canevari, Lisa Licitra, Laura D. Locati, Silvana Pilotti, Federica Perrone, Barbara Cortelazzi, Edoardo Marchesi, Marco Giannoccaro, Federica Favales, Andrea P. Sponghini, Maria Cossu Rocca, Marco Siano, Cristiana Bergamini, and Paolo Bossi
- Abstract
Fig S4. Ability of existing gene signatures to predict outcome following cetuximab treatment. Five available prognostic gene-expression based signatures were taken into account: i) the hypoxia metagene (Winter, 2007); ii) the 13-gene OSCC signature (Lohavanichbutr, 2013); iii) the RSI-index (Eschrich, 2009); iv) the 42-gene Chung's high risk signature (Chung, 2006); v) the 172-gene signature (De Cecco, 2014). A score was assessed for each sample entering into our study following the model developed by the authors and compared among long- and short PFS cases. The boxplots depicts the data in the two groups. Green: long-PFS; Red: short-PFS.
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- 2023
24. Supplementary Table 2 from Functional Genomics Uncover the Biology behind the Responsiveness of Head and Neck Squamous Cell Cancer Patients to Cetuximab
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Loris De Cecco, Silvana Canevari, Lisa Licitra, Laura D. Locati, Silvana Pilotti, Federica Perrone, Barbara Cortelazzi, Edoardo Marchesi, Marco Giannoccaro, Federica Favales, Andrea P. Sponghini, Maria Cossu Rocca, Marco Siano, Cristiana Bergamini, and Paolo Bossi
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Supplementary Table S2 Gene sets associated to long- and short-PFS patients
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- 2023
25. Tumefactive Demyelination in MOG Ab–Associated Disease, Multiple Sclerosis, and AQP-4-IgG–Positive Neuromyelitis Optica Spectrum Disorder
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Laura Cacciaguerra, Pearse Morris, W. Oliver Tobin, John J. Chen, Samantha A. Banks, Paul Elsbernd, Vyanka Redenbaugh, Jan-Mendelt Tillema, Federico Montini, Elia Sechi, A. Sebastian Lopez-Chiriboga, Nicholas Zalewski, Yong Guo, Maria A. Rocca, Massimo Filippi, Sean J. Pittock, Claudia F. Lucchinetti, and Eoin P. Flanagan
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Neurology (clinical) ,Research Article - Abstract
Background and ObjectivesStudies on tumefactive brain lesions in myelin oligodendrocyte glycoprotein-immunoglobulin G (IgG)–associated disease (MOGAD) are lacking. We sought to characterize the frequency clinical, laboratory, and MRI features of these lesions in MOGAD and compare them with those in multiple sclerosis (MS) and aquaporin-4-IgG–positive neuromyelitis optica spectrum disorder (AQP4+NMOSD).MethodsWe retrospectively searched 194 patients with MOGAD and 359 patients with AQP4+NMOSD with clinical/MRI details available from the Mayo Clinic databases and included those with ≥1 tumefactive brain lesion (maximum transverse diameter ≥2 cm) on MRI. Patients with tumefactive MS were identified using the Mayo Clinic medical record linkage system. Binary multivariable stepwise logistic regression identified independent predictors of MOGAD diagnosis; Cox proportional regression models were used to assess the risk of relapsing disease and gait aid in patients with tumefactive MOGAD vs those with nontumefactive MOGAD.ResultsWe included 108 patients with tumefactive demyelination (MOGAD = 43; AQP4+NMOSD = 16; and MS = 49). Tumefactive lesions were more frequent among those with MOGAD (43/194 [22%]) than among those with AQP4+NMOSD (16/359 [5%],p< 0.001). Risk of relapse and need for gait aid were similar in tumefactive and nontumefactive MOGAD. Clinical features more frequent in MOGAD than in MS included headache (18/43 [42%] vs 10/49 [20%];p= 0.03) and somnolence (12/43 [28%] vs 2/49 [4%];p= 0.003), the latter also more frequent than in AQP4+NMOSD (0/16 [0%];p= 0.02). The presence of peripheral T2-hypointense rim, T1-hypointensity, diffusion restriction (particularly an arc pattern), ring enhancement, and Baló-like or cystic appearance favored MS over MOGAD (p≤ 0.001). MRI features were broadly similar in MOGAD and AQP4+NMOSD, except for more frequent diffusion restriction in AQP4+NMOSD (10/15 [67%]) than in MOGAD (11/42 [26%],p= 0.005). CSF analysis revealed less frequent positive oligoclonal bands in MOGAD (2/37 [5%]) than in MS (30/43 [70%],p< 0.001) and higher median white cell count in MOGAD than in MS (33 vs 6 cells/μL,p< 0.001). At baseline, independent predictors of MOGAD diagnosis were the presence of somnolence/headache, absence of T2-hypointense rim, lack of T1-hypointensity, and no diffusion restriction (NagelkerkeR2= 0.67). Tumefactive lesion resolution was more common in MOGAD than in MS or AQP4+NMOSD and improved model performance.DiscussionTumefactive lesions are frequent in MOGAD but not associated with a worse prognosis. The clinical, MRI, and CSF attributes of tumefactive MOGAD differ from those of tumefactive MS and are more similar to those of tumefactive AQP4+NMOSD with the exception of lesion resolution, which favors MOGAD.
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- 2023
26. Characterizing 1-year development of cervical cord atrophy across different MS phenotypes
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Paola Valsasina, Claudio Gobbi, Chiara Zecca, Alex Rovira, Jaume Sastre-Garriga, Hugh Kearney, Marios Yiannakas, Lucy Matthews, Jacqueline Palace, Antonio Gallo, Alvino Bisecco, Achim Gass, Philipp Eisele, Massimo Filippi, Maria A Rocca, Frederik Barkhof, Olga Ciccarelli, Nicola De Stefano, Christian Enzinger, Claudio Gasperini, Ludwig Kappos, Hugo Vrenken, Tarek Yousry, Anatomy and neurosciences, Radiology and nuclear medicine, Amsterdam Neuroscience - Brain Imaging, Amsterdam Neuroscience - Neuroinfection & -inflammation, CCA - Cancer Treatment and quality of life, CCA - Imaging and biomarkers, Valsasina, P., Gobbi, C., Zecca, C., Rovira, A., Sastre-Garriga, J., Kearney, H., Yiannakas, M., Matthews, L., Palace, J., Gallo, A., Bisecco, A., Gass, A., Eisele, P., Filippi, M., Rocca, M. A., Barkhof, F., Ciccarelli, O., De Stefano, N., Enzinger, C., Gasperini, C., Kappos, L., Vrenken, H., and Yousry, T.
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Pathology ,medicine.medical_specialty ,Cord ,Multiple Sclerosis ,Cervical cord ,computer.software_genre ,Multiple sclerosis ,Atrophy ,Multiple Sclerosis, Relapsing-Remitting ,Voxel ,medicine ,Distribution (pharmacology) ,Humans ,Multiple sclerosi ,business.industry ,spinal cord ,Brain ,Cervical Cord ,Spinal cord ,medicine.disease ,Phenotype ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,disability ,Neurology ,Spinal Cord ,voxel-wise analysis ,Disease Progression ,Neurology (clinical) ,business ,computer ,MRI ,Demyelinating Diseases - Abstract
Background: Spatio-temporal evolution of cord atrophy in multiple sclerosis (MS) has not been investigated yet. Objective: To evaluate voxel-wise distribution and 1-year changes of cervical cord atrophy in a multicentre MS cohort. Methods: Baseline and 1-year 3D T1-weighted cervical cord scans and clinical evaluations of 54 healthy controls (HC) and 113 MS patients (14 clinically isolated syndromes (CIS), 77 relapsing-remitting (RR), 22 progressive (P)) were used to investigate voxel-wise cord volume loss in patients versus HC, 1-year volume changes and clinical correlations (SPM12). Results: MS patients exhibited baseline cord atrophy versus HC at anterior and posterior/lateral C1/C2 and C4–C6 ( p < 0.05, corrected). While CIS patients showed baseline volume increase at C4 versus HC ( p < 0.001, uncorrected), RRMS exhibited posterior/lateral C1/C2 atrophy versus CIS, and PMS showed widespread cord atrophy versus RRMS ( p < 0.05, corrected). At 1 year, 13 patients had clinically worsened. Cord atrophy progressed in MS, driven by RRMS, at posterior/lateral C2 and C3–C6 ( p < 0.05, corrected). CIS patients showed no volume changes, while PMS showed circumscribed atrophy progression. Baseline cord atrophy at posterior/lateral C1/C2 and C3–C6 correlated with concomitant and 1-year disability ( r = −0.40/–0.62, p < 0.05, corrected). Conclusions: Voxel-wise analysis characterized spinal cord neurodegeneration over 1 year across MS phenotypes and helped to explain baseline and 1-year disability.
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- 2022
27. MR T2-relaxation time as an indirect measure of brain water content and disease activity in NMOSD
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Laura Cacciaguerra, Elisabetta Pagani, Marta Radaelli, Sarlota Mesaros, Vittorio Martinelli, Jovana Ivanovic, Jelena Drulovic, Massimo Filippi, Maria A Rocca, Cacciaguerra, Laura, Pagani, Elisabetta, Radaelli, Marta, Mesaros, Sarlota, Martinelli, Vittorio, Ivanovic, Jovana, Drulovic, Jelena, Filippi, Massimo, and Rocca, Maria A
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Psychiatry and Mental health ,Surgery ,water channel ,Neurology (clinical) ,neuromyelitis optica spectrum disorders ,astrocytopathy ,MRI - Abstract
ObjectiveSince astrocytes at the blood–brain barrier are targeted by neuromyelitis optica spectrum disorder (NMOSD), this study aims to assess whether patients with NMOSD have a subclinical accumulation of brain water and if it differs according to disease activity.MethodsSeventy-seven aquaporin-4-positive patients with NMOSD and 105 healthy controls were enrolled at two European centres. Brain dual-echo turbo spin-echo MR images were evaluated and maps of T2 relaxation time (T2rt) in the normal-appearing white matter (NAWM), grey matter and basal ganglia were obtained. Patients with a clinical relapse within 1 month before or after MRI acquisition were defined ‘active’. Differences between patients and controls were assessed using z-scores of T2rt obtained with age-adjusted and sex-adjusted linear models from each site. A stepwise binary logistic regression was run on clinical and MRI variables to identify independent predictors of disease activity.ResultsPatients had increased T2rt in both white and grey matter structures (p range: 0.014 to 2=0.46, pConclusionsIn line with the research hypothesis, patients with NMOSD have increased brain T2rt. The magnitude of this alteration might be useful for identifying those patients with active disease.
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- 2022
28. Relation of sensorimotor and cognitive cerebellum functional connectivity with brain structural damage in patients with multiple sclerosis and no disability
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Tommasin, Silvia, Iakovleva, Viktoriia, Maria Assunta Rocca, Gianni', Costanza, Gioacchino, Tedeschi, De Stefano, Nicola, Pozzilli, Carlo, Massimo, Filippi, Pantano, Patrizia, Petsas, Nikolaos, Ruggieri, Serena, Piervincenzi, Claudia, Paola, Valsasina, Mauro, Sibilia, Preziosa, Paolo, Loredana, Storelli, Gallo, Antonio, Alvino, Bisecco, D'Ambrosio, Alessandro, Maria Laura Stromillo, Riccardo Tappa Brocci and, Tommasin, Silvia, Iakovleva, Viktoriia, Rocca, Maria Assunta, Giannì, Costanza, Tedeschi, Gioacchino, De Stefano, Nicola, Pozzilli, Carlo, Filippi, Massimo, and Pantano, Patrizia
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Multiple Sclerosis ,Brain ,Relapsing-Remitting ,cognitive cerebellum ,disability ,functional magnetic resonance imaging ,multiples sclerosis ,neural plasticity ,sensorimotor cerebellum ,brain ,cerebellum ,cognition ,Gray Matter ,Humans ,Magnetic Resonance Imaging ,Brain Injuries ,Multiple Sclerosis, Relapsing-Remitting ,White Matter ,Cognition ,Neurology ,Cerebellum ,Neurology (clinical) - Abstract
Background and purpose: To investigate the relationship between the functional connectivity (FC) of the sensorimotor and cognitive cerebellum and measures of structural damage in patients with multiple sclerosis (MS) and no physical disability. Methods: We selected 144 relapsing-remitting MS patients with an Expanded Disability Status Scale score of ≤1.5 and 98 healthy controls from the Italian Neuroimaging Network Initiative database. From multimodal 3T magnetic resonance imaging (MRI), including functional MRI at rest, we calculated lesion load, cortical thickness, and white matter, cortical gray matter, and caudate, putamen, thalamic, and cerebellar volumes. Voxel-wise FC of the sensorimotor and cognitive cerebellum was assessed with seed-based analysis, and multiple regression analysis was used to evaluate the relationship between FC and structural damage. Results: Whole brain, white matter, caudate, putamen, and thalamic volumes were reduced in patients compared to controls, whereas cortical gray matter was not significantly different in patients versus controls. Both the sensorimotor and cognitive cerebellum showed a widespread pattern of increased and decreased FC that were negatively associated with structural measures, indicating that the lower the FC, the greater the tissue loss. Lastly, among multiple structural measures, cortical gray matter and white matter volumes were the best predictors of cerebellar FC alterations. Conclusions: Increased and decreased cerebellar FC with several brain areas coexist in MS patients with no disability. Our data suggest that white matter loss hampers FC, whereas, in the absence of atrophy, cortical volume represents the framework for FC to increase.
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- 2022
29. The association between cognition and motor performance is beyond structural damage in relapsing–remitting multiple sclerosis
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Damiano Mistri, Laura Cacciaguerra, Loredana Storelli, Alessandro Meani, Claudio Cordani, Maria A. Rocca, Massimo Filippi, Mistri, D., Cacciaguerra, L., Storelli, L., Meani, A., Cordani, C., Rocca, M. A., and Filippi, M.
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Multiple Sclerosis ,Movement ,Neuropsychological Tests ,Walking speed ,Magnetic Resonance Imaging ,Multiple sclerosis ,Multiple Sclerosis, Relapsing-Remitting ,Cognition ,Magnetic resonance imaging ,Neurology ,Executive function ,Humans ,Female ,Neurology (clinical) - Abstract
Background: Previous studies demonstrated an association between motor and cognitive performance in multiple sclerosis (MS). However, disease-related brain damage might represent a common substrate to both phenomena, which was not considered before. Objective: Aim of this study is to investigate whether the association between cognition and motor function is beyond structural damage in patients with MS. Methods: Eighty-one healthy controls and 106 relapsing–remitting (RR) MS patients underwent a 3.0T MRI with quantification of T2-lesion volumes, T1-lesion volumes and normalized brain volumes. A functional examination [Nine-Hole Peg Test (9-HPT), Timed 25-Foot Walk test (T25FW) and Expanded Disability Status Scale] and a neuropsychological evaluation (Brief Repeatable Battery of Neuropsychological Tests) were also administered. Association between demographic, clinical, cognitive, MRI and functional measures were analysed with univariate analyses and hierarchical linear regression. Results: In RRMS patients, Spatial Recall Test and Symbol Digit Modalities Test were positively correlated with 9-HPT (p < 0.001) and T25FW (p ≤ 0.035); Paced Auditory Serial Addition Test (PASAT) correlated with 9-HPT (p ≤ 0.009). 9-HPT and T25FW were significantly associated with normalized brain volumes (p ≤ 0.016), T2- and T1-lesion volumes (p ≤ 0.009). Hierarchical regression models selected age and normalized deep gray matter volume as predictors of T25FW (adjusted-R2 = 0.109). Younger age, female sex, higher normalized gray matter volume and higher PASAT 2″ scores predicted higher 9-HPT scores (adjusted-R2 = 0.337). Conclusions: In RRMS patients, deficit in information processing speed and executive function may contribute to hand motor dysfunction beyond the effect of structural disease-related burden, supporting the integration of motor and cognitive assessment in clinical settings.
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- 2022
30. MRI of Transcallosal White Matter Helps to Predict Motor Impairment in Multiple Sclerosis
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Tetsu Morozumi, Claudio Cordani, Massimo Filippi, Paolo Preziosa, Elisabetta Pagani, Alessandro Meani, Maria A. Rocca, Paola Valsasina, Cordani, Claudio, Preziosa, Paolo, Valsasina, Paola, Meani, Alessandro, Pagani, Elisabetta, Morozumi, Tetsu, Rocca, Maria Assunta, and Filippi, Massimo
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Adult ,Male ,medicine.medical_specialty ,Multiple Sclerosis ,Motor Disorders ,Upper Extremity ,White matter ,Disability Evaluation ,Physical medicine and rehabilitation ,Predictive Value of Tests ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,business.industry ,musculoskeletal, neural, and ocular physiology ,Multiple sclerosis ,Motor impairment ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,White Matter ,Cross-Sectional Studies ,medicine.anatomical_structure ,nervous system ,Upper limb ,Female ,business - Abstract
Background Altered callosal integrity has been associated with motor deficits in patients with multiple sclerosis (MS), but its contribution to disability has, to the knowledge of the authors, not been investigated by using multiparametric MRI approaches. Purpose To investigate structural and functional interhemispheric MRI substrates of global disability at different milestones and upper limb motor impairment in MS. Materials and Methods In this cross-sectional study, healthy control patients and patients with MS (between January 1, 2008, and December 31, 2016) were retrospectively selected from our hospital database. Clinical assessment included Expanded Disability Status Scale (EDSS), nine-hole peg test, and digital finger tapping test. By using structural and resting-state functional MRI sequences, probabilistic tractography of hand corticospinal tract fibers, and transcallosal fibers between hand-motor cortices (hereafter, referred to as hand-M1), supplementary motor areas (SMAs), premotor cortices (PMCs), and voxel-mirror homotopic connectivity (VMHC) were analyzed. Random forest analyses identified the MRI predictors of clinical disability at different milestones (EDSS scores of 3.0, 4.0, 6.0) and upper limb motor impairment (nine-hole peg test and finger tapping test z scores < healthy control patients 5th percentile). Results One-hundred thirty healthy control patients (median age, 39 years; interquartile range, 31-50 years; 70 women) and 340 patients with MS (median age, 43 years; interquartile range, 33-51 years; 213 women) were studied. EDSS 3.0 predictors (n = 159) were global measures of atrophy and lesions together with damage measures of corticospinal tracts and transcallosal fibers between PMCs and SMAs (accuracy, 86%; P = .001-.01). For EDSS 4.0 (n = 131), similar predictors were found in addition to damage in transcallosal fibers between hand-M1 (accuracy, 89%; P = .001-.049). No MRI predictors were found for EDSS 6.0 (n = 70). Nine-hole peg test (right, n = 161; left, n = 166) and finger tapping test (right, n = 117; left, n = 111) impairments were predicted by damage in transcallosal fibers between SMAs and PMCs (accuracy range, 69%-77%; P = .001-.049). VMHC abnormalities did not explain clinical outcomes. Conclusion Structural, not functional, abnormalities at MRI in transcallosal premotor and motor white matter fibers predicted severity of global disability and upper limb motor impairment in patients with multiple sclerosis. The informative role of such predictors appeared less evident at higher disability levels. © RSNA, 2021 Online supplemental material is available for this article. See also the editorial by Barkhof and Pontillo in this issue.
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- 2022
31. Divergent time-varying connectivity of thalamic sub-regions characterizes clinical phenotypes and cognitive status in multiple sclerosis
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Antonio Carotenuto, Paola Valsasina, Milagros Hidalgo de la Cruz, Laura Cacciaguerra, Paolo Preziosa, Olga Marchesi, Massimo Filippi, Maria A. Rocca, Carotenuto, A., Valsasina, P., Hidalgo de la Cruz, M., Cacciaguerra, L., Preziosa, P., Marchesi, O., Filippi, M., Rocca, M. A., Carotenuto, Antonio, Valsasina, Paola, Hidalgo de la Cruz, Milagro, Cacciaguerra, Laura, Preziosa, Paolo, Marchesi, Olga, Filippi, Massimo, and Rocca, Maria A
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Brain Mapping ,Cellular and Molecular Neuroscience ,Psychiatry and Mental health ,Cognition ,Multiple Sclerosis ,Multiple Sclerosis, Relapsing-Remitting ,Phenotype ,Thalamus ,Humans ,Magnetic Resonance Imaging ,Molecular Biology - Abstract
We aimed to investigate abnormal time-varying functional connectivity (FC) for thalamic sub-regions in multiple sclerosis (MS) and their clinical, cognitive and MRI correlates. Eighty-nine MS patients (49 relapsing-remitting [RR] MS; 40 progressive [P] MS) and 53 matched healthy controls underwent neurological, neuropsychological and resting state fMRI assessment. Time-varying connectivity (TVC) was quantified using sliding-window seed-voxel correlation analysis. Standard deviation of FC across windows was taken as measure of TVC, while mean connectivity across windows expressed static FC. MS patients showed reduced TVC vs controls between most of thalamic sub-regions and fronto-temporo-occipital regions. At the same time, they showed increased static FC between all thalamic sub-regions and structurally connected cortico-subcortical regions. TVC reduction was mainly driven by RRMS; while PMS exhibited a variable pattern of TVC abnormalities, characterized by reduced TVC between frontal/motor thalamic seeds and default-mode network areas and increased TVC vs controls/RRMS between posterior thalamic sub-regions and occipito-temporo-insular cortices, associated with severity of clinical disability. Compared with controls, both cognitively preserved and impaired patients showed reduced TVC between anterior thalamic sub-regions and frontal cortex. Cognitively impaired patients also showed increased TVC of the right postcentral thalamic sub-region with the cingulate cortex and postcentral gyrus vs both controls and cognitively preserved patients. Divergent patterns of TVC thalamic abnormalities were found between RRMS and PMS patients. TVC reduction in RRMS may represent the attempt of thalamic network to keep with stable connections. Conversely, increased TVC of posterior thalamic sub-regions characterized PMS and cognitively impaired MS, possibly reflecting maladaptive mechanisms.
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- 2022
32. Methods for Brain Atrophy MR Quantification in Multiple Sclerosis: Application to the Multicenter INNI Dataset
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Massimo Filippi and Maria A Rocca
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Radiology, Nuclear Medicine and imaging - Published
- 2023
33. Study of novel androgen receptor V770 variant in androgen insensitivity syndrome patients reveals the transitional state of the androgen receptor ligand binding domain homodimer
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Christine Helsen, Maria Santa Rocca, Tien T. Nguyen, Roy Eerlings, Xiao Yin Lee, Sofie De Block, Cinzia Vinanzi, Francesco Di Millo, Vito Giagulli, Arnout Voet, Alberto Ferlin, and Frank Claessens
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decomposition ,dimerization ,androgen receptor ,androgen insensitivity syndrome ,MM-GBSA ,binding free energy ,ligand binding domain ,mutation ,Molecular Biology ,Biochemistry - Published
- 2023
34. Recurrent/metastatic head and neck squamous cell carcinoma in older patients : are new agents bringing new hope?
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Maria Cossu Rocca, Luigi Lorini, Petr Szturz, Paolo Bossi, and Jan B. Vermorken
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Pharmacology. Therapy ,Pharmacology (medical) ,Human medicine ,Geriatrics and Gerontology - Abstract
Head and neck cancer is a broad family of diseases, most of which are of squamous cell origin, affecting the epithelial mucosa lining the upper aerodigestive tract. They often recur or are progressive despite multimodality treatment approaches, resulting in a poor prognosis. Given the progressive aging of the global population, the probability to plan an active and eventually toxic treatment for an older patient, with either curative or palliative intent, can no longer be considered as an uncommon occurrence. A crucial point in offering a systemic treatment to older patients with head and neck squamous cell carcinoma is that they are underrepresented in randomised clinical trials, and evidence-based guidelines are lacking, while, from a clinical point of view, these patients may have varying grades of resilience to anticancer treatments due to differences in their health, social and/or economic status. Our aim is to draw attention to the older patient population suffering from recurrent and/or metastatic head and neck squamous cell carcinoma and to address some open questions, such as possible differences in epidemiology and biology compared with their younger counterparts; to highlight frailty and its components by discussing how to measure and use it to personalise treatment; to evaluate which outcomes should be best achieved in the older adult setting; finally, in the era of immunotherapy, to examine whether there are differences to be addressed when considering new treatments for older patients.
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- 2023
35. Prediction of the information processing speed performance in multiple sclerosis using a machine learning approach in a large multicenter magnetic resonance imaging data set
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Chiara, Marzi, D'Ambrosio, Alessandro, Stefano, Diciotti, Alvino, Bisecco, Manuela, Altieri, Massimo, Filippi, Maria Assunta Rocca, Loredana, Storelli, Pantano, Patrizia, Tommasin, Silvia, Cortese, ROSA MARIA, De Stefano, Nicola, Gioacchino, Tedeschi, Antonio, Gallo, the INNI Network, Marzi, Chiara, D'Ambrosio, Alessandro, Diciotti, Stefano, Bisecco, Alvino, Altieri, Manuela, Filippi, Massimo, Rocca, Maria Assunta, Storelli, Loredana, Pantano, Patrizia, Tommasin, Silvia, Cortese, Rosa, De Stefano, Nicola, Tedeschi, Gioacchino, Gallo, Antonio, Marzi C., d'Ambrosio A., Diciotti S., Bisecco A., Altieri M., Filippi M., Rocca M.A., Storelli L., Pantano P., Tommasin S., Cortese R., De Stefano N., Tedeschi G., and Gallo A.
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MRI ,artificial intelligence ,cognitive performance ,information processing speed ,machine learning ,multiple sclerosis ,symbol digit modalities test ,Radiological and Ultrasound Technology ,Neuropsychological Tests ,Magnetic Resonance Imaging ,Neurology ,multiple sclerosi ,Humans ,Radiology, Nuclear Medicine and imaging ,Neurology (clinical) ,Anatomy ,Cognition Disorders ,Processing Speed - Abstract
Many patients with multiple sclerosis (MS) experience information processing speed (IPS) deficits, and the Symbol Digit Modalities Test (SDMT) has been recommended as a valid screening test. Magnetic resonance imaging (MRI) has markedly improved the understanding of the mechanisms associated with cognitive deficits in MS. However, which structural MRI markers are the most closely related to cognitive performance is still unclear. We used the multicenter 3T-MRI data set of the Italian Neuroimaging Network Initiative to extract multimodal data (i.e., demographic, clinical, neuropsychological, and structural MRIs) of 540 MS patients. We aimed to assess, through machine learning techniques, the contribution of brain MRI structural volumes in the prediction of IPS deficits when combined with demographic and clinical features. We trained and tested the eXtreme Gradient Boosting (XGBoost) model following a rigorous validation scheme to obtain reliable generalization performance. We carried out a classification and a regression task based on SDMT scores feeding each model with different combinations of features. For the classification task, the model trained with thalamus, cortical gray matter, hippocampus, and lesions volumes achieved an area under the receiver operating characteristic curve of 0.74. For the regression task, the model trained with cortical gray matter and thalamus volumes, EDSS, nucleus accumbens, lesions, and putamen volumes, and age reached a mean absolute error of 0.95. In conclusion, our results confirmed that damage to cortical gray matter and relevant deep and archaic gray matter structures, such as the thalamus and hippocampus, is among the most relevant predictors of cognitive performance in MS.
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- 2023
36. Glymphatic system impairment in multiple sclerosis: relation with brain damage and disability
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Antonio Carotenuto, Laura Cacciaguerra, Elisabetta Pagani, Paolo Preziosa, Massimo Filippi, Maria A Rocca, Carotenuto, Antonio, Cacciaguerra, Laura, Pagani, Elisabetta, Preziosa, Paolo, Filippi, Massimo, and Rocca, Maria A
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Multiple Sclerosis ,glymphatic system ,neurodegeneration ,Brain ,Multiple Sclerosis, Chronic Progressive ,multiple sclerosis ,Magnetic Resonance Imaging ,Multiple Sclerosis, Relapsing-Remitting ,Brain Injuries ,multiple sclerosi ,Disease Progression ,Humans ,pathology ,progression ,Neurology (clinical) ,Retrospective Studies - Abstract
Recent evidence has shown the existence of a CNS ‘waste clearance’ system, defined as the glymphatic system. Glymphatic abnormalities have been described in several neurodegenerative conditions, including Alzheimer’s and Parkinson’s disease. Glymphatic function has not been thoroughly explored in multiple sclerosis, where neurodegenerative processes are intermingled with inflammatory processes. We aimed to investigate glymphatic system function in multiple sclerosis and to evaluate its association with clinical disability, disease course, demyelination and neurodegeneration, quantified using different MRI techniques. In this retrospective study, we enrolled 71 multiple sclerosis patients (49 relapsing-remitting and 22 progressive multiple sclerosis) and 32 age- and sex-matched healthy control subjects. All subjects underwent neurological and MRI assessment including high-resolution T1, T2 and double inversion recovery sequences, diffusion and susceptibility weighted imaging. We calculated the diffusion along perivascular space index, a proxy for glymphatic function, cortical and deep grey matter volume, white and cortical grey matter lesion volume and normal-appearing white matter microstructural damage. Multiple sclerosis patients showed an overall lower diffusion along perivascular space index versus healthy controls (estimated mean difference: −0.09, P = 0.01). Both relapsing-remitting and progressive multiple sclerosis patients had lower diffusion along perivascular space index versus healthy controls (estimated mean difference: −0.06, P = 0.04 for relapsing-remitting and −0.19, P = 0.001 for progressive multiple sclerosis patients). Progressive multiple sclerosis patients showed lower diffusion along perivascular space index versus relapsing-remitting multiple sclerosis patients (estimated mean difference: −0.09, P = 0.03). In multiple sclerosis patients, lower diffusion along perivascular space index was associated with more severe clinical disability (r = −0.45, P = 0.001) and longer disease duration (r = −0.37, P = 0.002). Interestingly, we detected a negative association between diffusion along perivascular space index and disease duration in the first 4.13 years of the disease course (r = −0.38, P = 0.04) without any association thereafter (up to 34 years of disease duration). Lower diffusion along perivascular space index was associated with higher white (r = −0.36, P = 0.003) and cortical (r = −0.41, P = 0.001) lesion volume, more severe cortical (r = 0.30, P = 0.007) and deep (r = 0.42, P = 0.001) grey matter atrophy, reduced fractional anisotropy (r = 0.42, P = 0.001) and increased mean diffusivity (r = −0.45, P = 0.001) in the normal-appearing white matter. Our results suggest that the glymphatic system is impaired in multiple sclerosis, especially in progressive stages. Impaired glymphatic function was associated with measures of both demyelination and neurodegeneration and reflects a more severe clinical disability. These findings suggest that glymphatic impairment may be a pathological mechanism underpinning multiple sclerosis. The dynamic interplay with other pathological substrates of the disease deserves further investigation.
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- 2021
37. Neural precursor cells tune striatal connectivity through the release of IGFBPL1
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Erica Butti, Stefano Cattaneo, Marco Bacigaluppi, Marco Cambiaghi, Giulia Maria Scotti, Elena Brambilla, Francesca Ruffini, Giacomo Sferruzza, Maddalena Ripamonti, Fabio Simeoni, Laura Cacciaguerra, Aurora Zanghì, Angelo Quattrini, Riccardo Fesce, Paola Panina-Bordignon, Francesca Giannese, Davide Cittaro, Tanja Kuhlmann, Patrizia D’Adamo, Maria Assunta Rocca, Stefano Taverna, and Gianvito Martino
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neuroscience ,Insulin-Like Growth Factor Binding Proteins ,Mice ,Multidisciplinary ,Neural Stem Cells ,Tumor Suppressor Proteins ,neurological disorders ,Humans ,Animals ,General Physics and Astronomy ,Cardiac Electrophysiology ,General Chemistry ,General Biochemistry, Genetics and Molecular Biology - Abstract
The adult brain retains over life endogenous neural stem/precursor cells (eNPCs) within the subventricular zone (SVZ). Whether or not these cells exert physiological functions is still unclear. In the present work, we provide evidence that SVZ-eNPCs tune structural, electrophysiological, and behavioural aspects of striatal function via secretion of insulin-like growth factor binding protein-like 1 (IGFBPL1). In mice, selective ablation of SVZ-eNPCs or selective abrogation of IGFBPL1 determined an impairment of striatal medium spiny neuron morphology, a higher failure rate in GABAergic transmission mediated by fast-spiking interneurons, and striatum-related behavioural dysfunctions. We also found IGFBPL1 expression in the human SVZ, foetal and induced-pluripotent stem cell-derived NPCs. Finally, we found a significant correlation between SVZ damage, reduction of striatum volume, and impairment of information processing speed in neurological patients. Our results highlight the physiological role of adult SVZ-eNPCs in supporting cognitive functions by regulating striatal neuronal activity.
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- 2022
38. In vivo detection of damage in multiple sclerosis cortex and cortical lesions using NODDI
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Andrea Falini, Elisabetta Pagani, Maria A. Rocca, Paolo Preziosa, Laura Cacciaguerra, Raffaello Bonacchi, Massimo Filippi, Preziosa, Paolo, Pagani, Elisabetta, Bonacchi, Raffaello, Cacciaguerra, Laura, Falini, Andrea, Rocca, Maria A, and Filippi, Massimo
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medicine.medical_specialty ,Multiple Sclerosis ,Neurite ,Density reduction ,Disease duration ,Neuroimaging ,multiple sclerosis ,Lesion ,Multiple Sclerosis, Relapsing-Remitting ,Atrophy ,In vivo ,Internal medicine ,Cortex (anatomy) ,Neurites ,medicine ,Humans ,Cerebral Cortex ,business.industry ,Multiple sclerosis ,medicine.disease ,Magnetic Resonance Imaging ,Psychiatry and Mental health ,Diffusion Magnetic Resonance Imaging ,Endocrinology ,medicine.anatomical_structure ,Surgery ,Neurology (clinical) ,medicine.symptom ,business ,MRI - Abstract
ObjectiveTo characterise in vivo the microstructural abnormalities of multiple sclerosis (MS) normal-appearing (NA) cortex and cortical lesions (CLs) and their relations with clinical phenotypes and disability using neurite orientation dispersion and density imaging (NODDI).MethodsOne hundred and seventy-two patients with MS (101 relapsing–remitting multiple sclerosis (RRMS), 71 progressive multiple sclerosis (PMS)) and 62 healthy controls (HCs) underwent a brain 3T MRI. Brain cortex and CLs were segmented from three-dimensional T1-weighted and double inversion recovery sequences. Using NODDI on diffusion-weighted sequence, intracellular volume fraction (ICV_f) and Orientation Dispersion Index (ODI) were assessed in NA cortex and CLs with default or optimised parallel diffusivity for the cortex (D//=1.7 or 1.2 µm2/ms, respectively).ResultsThe NA cortex of patients with MS had significantly lower ICV_f versus HCs’ cortex with both D// values (false discovery rate (FDR)-p 2/ms. No CL microstructural differences were found between MS clinical phenotypes. MS NA cortex ICV_f and ODI were significantly correlated with disease duration, clinical disability, lesion burden and global and regional brain atrophy (r from −0.51 to 0.71, FDR-p from ConclusionsA significant neurite loss occurs in MS NA cortex. CLs show a further neurite density reduction and a reduced ODI suggesting a simplification of neurite complexity. NODDI is relevant to investigate in vivo the heterogeneous pathology affecting the MS cortex.
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- 2021
39. Clinical correlates of hypothalamic functional changes in migraine patients
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Maria A. Rocca, Paola Valsasina, Paolo Misci, Roberta Messina, Massimo Filippi, Messina, R., Rocca, M. A., Valsasina, P., Misci, P., and Filippi, M.
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Resting state fMRI ,business.industry ,Migraine Disorders ,Functional connectivity ,Headache ,Hypothalamus ,biomarkers ,Brain ,Prefrontal Cortex ,General Medicine ,medicine.disease ,Bioinformatics ,Pathophysiology ,Magnetic Resonance Imaging ,Migraine ,Episodic migraine ,longitudinal fMRI ,Humans ,Medicine ,migraine ,Neurology (clinical) ,hypothalamus ,business - Abstract
Objective To elucidate the hypothalamic involvement in episodic migraine and investigate the association between hypothalamic resting state functional connectivity changes and migraine patients’ clinical characteristics and disease progression over the years. Methods Ninety-one patients with episodic migraine and 73 controls underwent interictal resting state functional magnetic resonance imaging. Twenty-three patients and controls were re-examined after a median of 4.5 years. Hypothalamic resting state functional connectivity changes were investigated using a seed-based correlation approach. Results At baseline, a decreased functional interaction between the hypothalamus and the parahippocampus, cerebellum, temporal, lingual and orbitofrontal gyrus was found in migraine patients versus controls. Increased resting state functional connectivity between the hypothalamus and bilateral orbitofrontal gyrus was demonstrated in migraine patients at follow-up versus baseline. Migraine patients also experienced decreased right hypothalamic resting state functional connectivity with ipsilateral lingual gyrus. A higher migraine attack frequency was associated with decreased hypothalamic-lingual gyrus resting state functional connectivity at baseline, while greater headache impact at follow-up correlated with decreased hypothalamic-orbitofrontal gyrus resting state functional connectivity at baseline. At follow-up, a lower frequency of migraine attacks was associated with higher hypothalamic-orbitofrontal gyrus resting state functional connectivity. Conclusions During the interictal phase, the hypothalamus modulates the activity of pain and visual processing areas in episodic migraine patients. The hypothalamic-cortical interplay changes dynamically over time according to patients’ clinical features.
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- 2021
40. Investigating Functional Network Abnormalities and Associations with Disability in Multiple Sclerosis
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Carotenuto, Antonio, Paola, Valsasina, Menno, M Schoonheim, Jeroen J, G Geurts, Frederik, Barkhof, Antonio, Gallo, Gioacchino, Tedeschi, Tommasin, Silvia, Pantano, Patrizia, Massimo, Filippi, Maria, A Rocca, MAGNIMS Study Group, Carotenuto, Antonio, Valsasina, Paola, Schoonheim, Menno M, Geurts, Jeroen J G, Barkhof, Frederik, Gallo, Antonio, Tedeschi, Gioacchino, Tommasin, Silvia, Pantano, Patrizia, Filippi, Massimo, Rocca, Maria A, Executive board Vrije Universiteit, Anatomy and neurosciences, Amsterdam Neuroscience - Brain Imaging, Amsterdam Neuroscience - Neuroinfection & -inflammation, Amsterdam Neuroscience - Neurodegeneration, and Radiology and nuclear medicine
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neuroimaging ,Multiple Sclerosis ,multiple sclerosis ,resting state ,graph theory ,Brain ,Multiple Sclerosis, Chronic Progressive ,Magnetic Resonance Imaging ,Cross-Sectional Studies ,Multiple Sclerosis, Relapsing-Remitting ,Humans ,Female ,Neurology (clinical) ,Atrophy - Abstract
Background and Objectives:In multiple sclerosis (MS), functional networks undergo continuous reconfiguration and topography changes over the disease course. Here, we aimed to investigate functional networks topography abnormalities in MS and their association with disease phenotype, clinical and cognitive disability, and structural MRI damage.Methods:This is a multi-centre cross-sectional study. Enrolled subjects performed MRI, neurological and neuropsychological assessment. Network topography was assessed on resting state fMRI data using degree centrality, which counted the number of functional connections of each grey matter voxel with the rest of the brain. SPM12 age-, sex-, scanner-, framewise displacement and grey matter volume adjusted ANOVA and multivariable regressions were employed (pResults:We enrolled 971 patients with MS (624 females; mean age=43.1 ±11.8 years; 47 clinically isolated syndrome [CIS], 704 relapsing-remitting [RRMS], 145 secondary progressive [SPMS] and 75 primary progressive [PPMS]) and 330 healthy controls (186 females; mean age=41.2 ± 13.3 years). Patients with MS showed reduced centrality in the salience and sensorimotor networks as well as increased centrality in the default mode network vs controls (pvs controls and in RRMS vs CIS (pvs RRMS (pvs controls (pvs cognitively preserved patients (pDiscussion:Patients with MS presented with reduced centrality in the salience and primary sensorimotor networks and increased centrality in the default mode network. Centrality abnormalities were specific for different disease phenotypes and associated with clinical and cognitive disability, hence suggesting that voxel-wise centrality analysis may reflect pathological substrates underpinning disability accrual.
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- 2022
41. Exploring the Association of HLA Genetic Risk Burden on Thalamic and Hippocampal Atrophy in Multiple Sclerosis Patients
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Silvia Santoro, Ferdinando Clarelli, Paolo Preziosa, Loredana Storelli, Miryam Cannizzaro, Elisabetta Mascia, Federica Esposito, Maria Assunta Rocca, and Massimo Filippi
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Cross-Sectional Studies ,Multiple Sclerosis ,Thalamus ,HLA Antigens ,multiple sclerosis ,brain atrophy ,HLA ,genetic risk score ,Genetics ,Humans ,Atrophy ,Hippocampus ,Genetics (clinical) - Abstract
Multiple sclerosis (MS) is a complex disease of the central nervous system for which human leukocyte antigen (HLA) alleles are major contributors to susceptibility. Several investigations have focused on the relationship between HLA and clinical parameters, while few studies have evaluated its correlation with brain magnetic resonance imaging (MRI) measures. We investigated the association between the HLA genetic burden (HLAGB), originating from the most updated HLA alleles associated with MS, and neuroimaging endophenotypes, with a specific focus on brain atrophy metrics. A monocentric Italian cohort of 334 MS patients with imputed HLA alleles and cross-sectional volumetric measures of white matter (WM), gray matter (GM), hippocampus, thalamus and T2-hyperintense lesions was investigated. Linear regression models with covariate adjustment were fitted for each metric. We detected no effect of HLAGB on WM and GM volumes. Interestingly, we found a marginal correlation between higher HLAGB and lower hippocampal volume (β = −0.142, p = 0.063) and a nominal association between higher HLAGB and lower thalamic volume (β = −0.299, p = 0.047). No association was found with T2 lesion volumes. The putative impact of higher HLAGB on hippocampus and thalamus suggests, if replicated in independent cohorts, a possible cumulative contribution of HLA risk loci on brain volumetric traits linked to clinical deficits in MS.
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- 2022
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42. What is the potential of paramagnetic rim lesions as diagnostic indicators in multiple sclerosis?
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Maria Sofia Martire, Lucia Moiola, Maria Assunta Rocca, Massimo Filippi, and Martina Absinta
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Sclerosis ,General Neuroscience ,Humans ,Pharmacology (medical) ,Neurology (clinical) - Abstract
In multiple sclerosis (MS), paramagnetic rim lesions (PRLs) on MRI identify a subset of chronic active lesions (CALs), which have been linked through clinical and pathological studies to more severe disease course and greater disability accumulation. Beside their prognostic relevance, increasing evidence supports the use of PRL as a diagnostic biomarker.This review summarizes the most recent updates regarding the MRI pathophysiology of PRL, their prevalence in MS (by clinical phenotypes) vs mimicking conditions, and their potential role as diagnostic MS biomarkers. We searched PubMed with terms including 'multiple sclerosis' AND 'paramagnetic rim lesions' OR 'iron rim lesions' OR 'rim lesions' for manuscripts published between January 2008 and July 2022.Current research suggests that PRL can improve the diagnostic specificity and the overall accuracy of MS diagnosis when used together with the dissemination in space MRI criteria and the central vein sign. Nevertheless, future prospective multicenter studies should further define the real-world prevalence and specificity of PRL. International guidelines are needed to establish methodological criteria for PRL identification before its implementation into clinical practice.
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- 2022
43. Neuroimaging features in inflammatory myelopathies: A review
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Laura, Cacciaguerra, Elia, Sechi, Maria A, Rocca, Massimo, Filippi, Sean J, Pittock, and Eoin P, Flanagan
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Neurology ,Neurology (clinical) - Abstract
Spinal cord involvement can be observed in the course of immune-mediated disorders. Although multiple sclerosis (MS) represents the leading cause of inflammatory myelopathy, an increasing number of alternative etiologies must be now considered in the diagnostic work-up of patients presenting with myelitis. These include antibody-mediated disorders and cytotoxic T cell-mediated diseases targeting central nervous system (CNS) antigens, and systemic autoimmune conditions with secondary CNS involvement. Even though clinical features are helpful to orient the diagnostic suspicion (e.g., timing and severity of myelopathy symptoms), the differential diagnosis of inflammatory myelopathies is often challenging due to overlapping features. Moreover, noninflammatory etiologies can sometimes mimic an inflammatory process. In this setting, magnetic resonance imaging (MRI) is becoming a fundamental tool for the characterization of spinal cord damage, revealing a pictorial scenario which is wider than the clinical manifestations. The characterization of spinal cord lesions in terms of longitudinal extension, location on axial plane, involvement of the white matter and/or gray matter, and specific patterns of contrast enhancement, often allows a proper differentiation of these diseases. For instance, besides classical features, such as the presence of longitudinally extensive spinal cord lesions in patients with aquaporin-4-IgG positive neuromyelitis optica spectrum disorder (AQP4+NMOSD), novel radiological signs (e.g., H sign, trident sign) have been recently proposed and successfully applied for the differential diagnosis of inflammatory myelopathies. In this review article, we will discuss the radiological features of spinal cord involvement in autoimmune disorders such as MS, AQP4+NMOSD, myelin oligodendrocyte glycoprotein antibody-associated disease (MOGAD), and other recently characterized immune-mediated diseases. The identification of imaging pitfalls and mimics that can lead to misdiagnosis will also be examined. Since spinal cord damage is a major cause of irreversible clinical disability, the recognition of these radiological aspects will help clinicians achieve a correct and prompt diagnosis, treat early with disease-specific treatment and improve patient outcomes.
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- 2022
44. The relationship between processing speed and verbal and non-verbal new learning and memory in progressive multiple sclerosis
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Nancy D Chiaravalloti, John DeLuca, Amber Salter, Maria Pia Amato, Giampaolo Brichetto, Jeremy Chataway, Ulrik Dalgas, Rachel Farrell, Peter Feys, Massimo Filippi, Jennifer Freeman, Matilde Inglese, Cecilia Meza, Nancy B Moore, Robert W Motl, Maria Assunta Rocca, Brian M Sandroff, Gary Cutter, Anthony Feinstein, Chiaravalloti, Nancy D, Deluca, John, Salter, Amber, Amato, Maria Pia, Brichetto, Giampaolo, Chataway, Jeremy, Dalgas, Ulrik, Farrell, Rachel, Feys, Peter, Filippi, Massimo, Freeman, Jennifer, Inglese, Matilde, Meza, Cecilia, Moore, Nancy B, Motl, Robert W, Rocca, Maria Assunta, Sandroff, Brian M, Cutter, Gary, and Feinstein, Anthony
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Multiple Sclerosis ,Multiple Sclerosis, Chronic Progressive/complications ,Multiple Sclerosis, Chronic Progressive ,Neuropsychological Tests ,Multiple Sclerosis/complications ,BICAMS ,Cognition ,Neurology ,Cognition Disorders/complications ,Memory ,Humans ,SDMT ,Neurology (clinical) ,Progressive multiple sclerosis ,Cognition Disorders ,Processing speed - Abstract
Objective: Processing speed (PS) deficits are the most common cognitive deficits in multiple sclerosis (MS), followed by learning and memory deficits, and are often an early cognitive problem. It has been argued that impaired PS is a primary consequence of MS, which in turn decreases learning. The current analysis examined the association between PS and learning in a large cohort of individuals with progressive MS. Methods: Baseline data from a randomized clinical trial on rehabilitation taking place at 11 centers across North America and Europe were analyzed. Participants included 275 individuals with clinically definite progressive MS (primary, secondary) consented into the trial. Results: Symbol Digit Modalities Test (SDMT) significantly correlated with California Verbal Learning Test-II (CVLT-II) ( r = 0.21, p = 0.0003) and Brief Visuospatial Memory Test–Revised (BVMT-R) ( r = 0.516, p Conclusion: Results indicate little ability beyond chance to predict CVLT-II from SDMT (61%), albeit statistically significant. In contrast, there was a 77% chance that the model could distinguish between impaired and non-impaired BVMT-R. Several potential explanations are discussed.
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- 2022
45. An Inflammatory Signature to Predict the Clinical Benefit of First-Line Cetuximab Plus Platinum-Based Chemotherapy in Recurrent/Metastatic Head and Neck Cancer
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Stefano Cavalieri, Mara Serena Serafini, Andrea Carenzo, Silvana Canevari, Deborah Lenoci, Federico Pistore, Rosalba Miceli, Stefania Vecchio, Daris Ferrari, Cecilia Moro, Andrea Sponghini, Alessia Caldara, Maria Cossu Rocca, Simona Secondino, Gabriella Moretti, Nerina Denaro, Francesco Caponigro, Emanuela Vaccher, Gaetana Rinaldi, Francesco Ferraù, Paolo Bossi, Lisa Licitra, and Loris De Cecco
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Inflammation ,inflammatory signature ,Squamous Cell Carcinoma of Head and Neck ,Settore MED/06 - Oncologia Medica ,General Medicine ,targeted therapy ,HNSCC ,gene-expression ,ErbB Receptors ,Neoplasm Recurrence ,Local ,cetuximab ,immune biomarkers ,Antineoplastic Combined Chemotherapy Protocols ,Cetuximab ,Humans ,Neoplasm Recurrence, Local ,Head and Neck Neoplasms ,Platinum - Abstract
Epidermal growth factor receptor (EGFR) pathway has been shown to play a crucial role in several inflammatory conditions and host immune-inflammation status is related to tumor prognosis. This study aims to evaluate the prognostic significance of a four-gene inflammatory signature in recurrent/metastatic (R/M) head and neck squamous cell carcinoma (HNSCC) patients treated with the EGFR inhibitor cetuximab plus chemotherapy. The inflammatory signature was assessed on 123 R/M HNSCC patients, enrolled in the multicenter trial B490 receiving first-line cetuximab plus platinum-based chemotherapy. The primary endpoint of the study was progression free survival (PFS), while secondary endpoints were overall survival (OS) and objective response rate (ORR). The patient population was subdivided into 3 groups according to the signature score groups. The four-genes-signature proved a significant prognostic value, resulting in a median PFS of 9.2 months in patients with high vs. 6.2 months for intermediate vs. 3.9 months for low values (p = 0.0016). The same findings were confirmed for OS, with median time of 18.4, 13.4, and 7.5 months for high, intermediate, and low values of the score, respectively (p = 0.0001). When ORR was considered, the signature was significantly higher in responders than in non-responders (p = 0.0092), reaching an area under the curve (AUC) of 0.65 (95% CI: 0.55–0.75). Our findings highlight the role of inflammation in the response to cetuximab and chemotherapy in R/M-HNSCC and may have translational implications for improving treatment selection.
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- 2022
46. Structural and functional magnetic resonance imaging correlates of fatigue and dual-task performance in progressive multiple sclerosis
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Paolo, Preziosa, Maria A, Rocca, Elisabetta, Pagani, Paola, Valsasina, Maria Pia, Amato, Giampaolo, Brichetto, Nicolò, Bruschi, Jeremy, Chataway, Nancy D, Chiaravalloti, Gary, Cutter, Ulrik, Dalgas, John, DeLuca, Rachel, Farrell, Peter, Feys, Jennifer, Freeman, Matilde, Inglese, Alessandro, Meani, Cecilia, Meza, Robert W, Motl, Amber, Salter, Brian M, Sandroff, Anthony, Feinstein, and Massimo, Filippi
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Brain Mapping ,Multiple Sclerosis, Chronic Progressive/diagnostic imaging ,tractography ,multiple sclerosis ,Multiple Sclerosis/complications ,Magnetic Resonance Imaging ,Dual-task ,Neurology ,atrophy ,Task Performance and Analysis ,Humans ,fatigue ,Brain/pathology ,Neurology (clinical) ,Resting state ,MRI - Abstract
BACKGROUND: Frontal cortico-subcortical dysfunction may contribute to fatigue and dual-task impairment of walking and cognition in progressive multiple sclerosis (PMS).PURPOSE: To explore the associations among fatigue, dual-task performance and structural and functional abnormalities of frontal cortico-subcortical network in PMS.METHODS: Brain 3 T structural and functional MRI sequences, Modified Fatigue Impact Scale (MFIS), dual-task motor and cognitive performances were obtained from 57 PMS patients and 10 healthy controls (HC). The associations of thalamic, caudate nucleus and dorsolateral prefrontal cortex (DLPFC) atrophy, microstructural abnormalities of their connections and their resting state effective connectivity (RS-EC) with fatigue and dual-task performance were investigated using random forest.RESULTS: Thirty-seven PMS patients were fatigued (F) (MFIS ≥ 38). Compared to HC, non-fatigued (nF) and F-PMS patients had significantly worse dual-task performance (p ≤ 0.002). Predictors of fatigue (out-of-bag [OOB]-accuracy = 0.754) and its severity (OOB-R2 = 0.247) were higher Expanded Disability Status scale (EDSS) score, lower RS-EC from left-caudate nucleus to left-DLPFC, lower fractional anisotropy between left-caudate nucleus and left-thalamus, higher mean diffusivity between right-caudate nucleus and right-thalamus, and longer disease duration. Microstructural abnormalities in connections among thalami, caudate nuclei and DLPFC, mainly left-lateralized in nF-PMS and more bilateral in F-PMS, higher RS-EC from left-DLPFC to right-DLPFC in nF-PMS and lower RS-EC from left-caudate nucleus to left-DLPFC in F-PMS, higher EDSS score, higher WM lesion volume, and lower cortical volume predicted worse dual-task performances (OOB-R2 from 0.426 to 0.530).CONCLUSIONS: In PMS, structural and functional frontal cortico-subcortical abnormalities contribute to fatigue and worse dual-task performance, with different patterns according to the presence of fatigue.
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- 2022
47. Mutational screening of androgen receptor gene in 8224 men of infertile couples
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Maria Santa Rocca, Giovanni Minervini, Cinzia Vinanzi, Alberto Bottacin, Federica Lia, Carlo Foresta, Maria Pennuto, and Alberto Ferlin
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Endocrinology ,androgen receptor ,Endocrinology, Diabetes and Metabolism ,testosterone ,Biochemistry (medical) ,Clinical Biochemistry ,Androgen insensitivity ,infertility ,oligozoospermia ,Biochemistry - Abstract
Context Mutations in the androgen receptor (AR) gene might be associated with infertility mainly because they cause various degrees of androgen insensitivity. Objective The aim of the study was to evaluate the frequency and type of AR variants in a large cohort of infertile males. Methods A total of 8224 males of Italian idiopathic infertile couples were referred to the University Hospital of Padova. The main outcome measures were mutational screening of AR, computational, and functional analyses. Results We found 131 patients (1.6%) harboring 45 variants in AR gene, of which 18 were novel missense AR variants. Patients with AR gene variants had lower sperm count (P = .048), higher testosterone (T) concentration (P < .0001), and higher androgen sensitivity index (ASI) (luteinizing hormone × T, P < .001) than patients without variants. Statistical analyses found T ≥ 15.38 nmol/L and ASI ≥ 180 IU × nmol/L2 as the threshold values to discriminate with good accuracy patients with AR variants. Patients with oligozoospermia and T ≥ 15.38 nmol/L had a 9-fold increased risk of harboring mutations compared with patients with normal sperm count and T < 15.38 nmol/L (odds ratio 9.29, 95% CI 5.07-17.02). Using computational and functional approaches, we identified 2 novel variants, L595P and L791I, as potentially pathogenic. Conclusion This is the largest study screening AR gene variants in men of idiopathic infertile couples. We found that the prevalence of variants increased to 3.4% in oligozoospermic subjects with T ≥ 15.38 nmol/L. Conversely, more than 80% of men with AR gene variants had low sperm count and high T levels. Based on our findings, we suggest AR sequencing as a routine genetic test in cases of idiopathic oligozoospermia with T ≥ 15.38 nmol/L.
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- 2022
48. Choroid plexus enlargement in paediatric multiple sclerosis: clinical relevance and effect of sex
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Monica Margoni, Mor Gueye, Alessandro Meani, Elisabetta Pagani, Lucia Moiola, Paolo Preziosa, Massimo Filippi, and Maria A Rocca
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Psychiatry and Mental health ,Surgery ,Neurology (clinical) - Abstract
BackgroundChoroid plexus (CP) enlargement has been suggested as a reliable marker of neuroinflammation in adult multiple sclerosis (MS). We investigated CP volume in patients with paediatric MS compared with matched healthy controls (HC), possible sex-related effect, and the associations with clinical and structural MRI variables.MethodsBrain 3.0 T dual-echo and three-dimensional (3D) T1-weighted sequences were selected retrospectively from 69 patients with paediatric MS and 23 age-matched and sex-matched HC. CP volume was manually obtained from 3D T1-weighted scans by two expert raters.ResultsCP segmentation was highly reproducible (intraobserver agreement: rater I=0.963, rater II=0.958; interobserver agreement=0.968). Compared with HC, patients with paediatric MS showed higher normalised CP volume (pConclusionsCP enlargement occurs in paediatric MS, suggesting its early involvement in the pathophysiology of the disease. The higher CP volume, which is found especially in female patients, supports the hypothesis of sex-related differences occurring already in paediatric MS.
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- 2022
49. Reduced prevalence of fetal exposure to alcohol in Italy: a nationwide survey
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La Maida, Nunzia, Di Giorgi, Alessandro, Pellegrini, Manuela, Ceccanti, Mauro, Caruso, Salvatore, Ricci, Giuseppe, Neri, Isabella, Lana, Sheherazade, Minutillo, Adele, Berretta, Paolo, Busardò, Francesco Paolo, Pichini, Simona, Franco, Camandona, Lucia, Vaccari, Laura, Travan, Giampaolo, Maso, Tamara, Stampalija, Lucia, Zanazzo, Paola, Pisana, Lorenza, Driul, Elisa, Barbui, Claudia, Caissutti, Valente, Elena, Alba, Ricchi, Elisa, Bettiga, Elisa, Piccolo, Mariangela, Pati, Simona, Pedori, Patrizio, Antonazzo, Gilda, Sottile, Fabrizio Lo Faro, Anastasio, Tini, Mario, Massacesi, Carmen, Rapisarda, Gabriella, Vivirito, Giampiero, Pinna, Mariarosa, D'Anna, Lili, Klein, Antonino, Bucolo, Rosario, D'Anna, Caterina, Monaco, Giuseppe La Ferrera, Giampiero, Capobianco, Mauro Giorgio Olzai, Stefano, Angioni, Maurizio Nicola D'Alterio, Paolo, Serravalle, Christine, Vicquéry, Sabrina, Scalchi, Carla, Morando, Margherita, Meneghin, Cinzia, Scapolan, Tiziano, Maggino, Barbara, Guarinoni, Giovanna, M Cristina Napolitano, Maria Grazia De Vita, Costantino Di Carlo, Fabiana, Interlandi, Massimo, Bisceglia, Michelangelo, Barbaglia, Alberto, Arnulfo, Enrico, Finale, Luca, Marozio, Ilaria, Natali, Signoretti Maria Grazia, Alex, Staffler, Luigi, Tarani, Giovanna, Coriale, Marisa Patrizia Messina, Alessio, D'Angelo, Marco, Bonito, Cristina, Haass, Letizia, Capasso, Francesco, Raimondi, Giuseppe De Bernardo, Pietro, Iacobelli, Simona, Spadarella, Enrica, Mastantuoni, Raffaello, Rabuano, Francesco, Calzatini, Anna, Bossi, Aversa, Salvatore, Prefumo, Federico, Cristina, Bellan, Giovanna, Leone, Massimo, Ciammella, Silvia, Von-Wunster, Antonella, Liguori, Sara, Ornaghi, Fumagalli, Simona, Fabio, Sanguineti, Gaia, Gianola, Angelo, Cagnacci, Arianna, Amidani, Antonio, Sisto, Francesca Di Marcello, Vincenzo, Santillo, Cristina Di Bartolomeo, Sandro, Gerli, Giacomo, Cagnoli, Mirella, Petrisano, Simona, Pesce, Nicola Di Lascio, Sonia, Falvino, Petronilla, Appio, Vincenza, Targiani, Anna Franca Cavaliere, Irene, Turrini, Gilda, Belli, Beatrice, Gambi, Pasquale, Florio, Elena Degli Innocenti, Letizia, Magi, Flavio, Civitelli, Luigi, Nappi, Felice, Sorrentino, Teresa, Silvestris, Flavia, Indrio, Nicola, Laforgia, Valentina, Rizzo, Maria La Rocca, Ugo, Pradal, Luigi, Memo, Claudio, Diaz, Patrizia, Riscica, and Stefania, Bazz
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Obstetrics and Gynecology ,General Medicine - Published
- 2023
50. Volume of hippocampal subfields and cognitive deficits in neuromyelitis optica spectrum disorders
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Gianna C Riccitelli, Alessandro Meani, Massimo Filippi, Laura Cacciaguerra, Maria A. Rocca, Marta Radaelli, Paola Valsasina, Cacciaguerra, Laura, Valsasina, Paola, Meani, Alessandro, Riccitelli, Gianna, Radaelli, Marta, Rocca, Maria A, and Filippi, Massimo
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cognition ,medicine.medical_specialty ,hippocampus ,Population ,aquaporin-4 ,Hippocampus ,Hippocampal formation ,Audiology ,Cognition ,Atrophy ,Visual memory ,medicine ,Humans ,Cognitive Dysfunction ,Effects of sleep deprivation on cognitive performance ,education ,education.field_of_study ,business.industry ,Dentate gyrus ,Neuromyelitis Optica ,Neuropsychology ,medicine.disease ,Magnetic Resonance Imaging ,Neurology ,Neuromyelitis optica spectrum disorders ,Neurology (clinical) ,Cognition Disorders ,business ,MRI - Abstract
BACKGROUND Aquaporin-4 (AQP4) water channel is involved in hippocampal plasticity and is the target of neuromyelitis optica spectrum disorders (NMOSD) autoimmunity. We measured volumes of hippocampal subfields and their association with cognitive performance in AQP4-seropositive NMOSD patients. METHODS Global and regional hippocampal volumes were derived from 28 AQP4-seropositive NMOSD patients and 101 healthy controls (HC) from 3D-T1-weighted images. Normalized brain volumes were also calculated. A neuropsychological evaluation, including the Brief Repeatable Battery of Neuropsychological Tests, was performed in patients. Based on HC data, we estimated mean z-scores of volumes in the whole NMOSD group and compared them according to the status of global and domain-selective cognitive impairment. RESULTS Global cognitive impairment was detected in 46.4% of NMOSD patients, with attentive (60.7%) and executive (21.4%) domains being the most affected. NMOSD patients had left hippocampal atrophy at global (p = 0.012) and regional level (fimbria, Cornu Ammonis [CA] 3, molecular layer, dentate gyrus [DG], and subicular complex, p values ranging between 0.033 and
- Published
- 2021
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