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Harding IH, Chopra S, Arrigoni F, Boesch S, Brunetti A, Cocozza S, Corben LA, Deistung A, Delatycki M, Diciotti S, Dogan I, Evangelisti S, França MC, Göricke SL, Georgiou-Karistianis N, Gramegna LL, Henry PG, Hernandez-Castillo CR, Hutter D, Jahanshad N, Joers JM, Lenglet C, Lodi R, Manners DN, Martinez ARM, Martinuzzi A, Marzi C, Mascalchi M, Nachbauer W, Pane C, Peruzzo D, Pisharady PK, Pontillo G, Reetz K, Rezende TJR, Romanzetti S, Saccà F, Scherfler C, Schulz JB, Stefani A, Testa C, Thomopoulos SI, Timmann D, Tirelli S, Tonon C, Vavla M, Egan GF, Thompson PM. Brain Structure and Degeneration Staging in Friedreich Ataxia: Magnetic Resonance Imaging Volumetrics from the ENIGMA-Ataxia Working Group. Ann Neurol 2021; 90:570-583. [PMID: 34435700 PMCID: PMC9292360 DOI: 10.1002/ana.26200] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 08/19/2021] [Accepted: 08/21/2021] [Indexed: 01/24/2023]
Abstract
Objective Friedreich ataxia (FRDA) is an inherited neurological disease defined by progressive movement incoordination. We undertook a comprehensive characterization of the spatial profile and progressive evolution of structural brain abnormalities in people with FRDA. Methods A coordinated international analysis of regional brain volume using magnetic resonance imaging data charted the whole‐brain profile, interindividual variability, and temporal staging of structural brain differences in 248 individuals with FRDA and 262 healthy controls. Results The brainstem, dentate nucleus region, and superior and inferior cerebellar peduncles showed the greatest reductions in volume relative to controls (Cohen d = 1.5–2.6). Cerebellar gray matter alterations were most pronounced in lobules I–VI (d = 0.8), whereas cerebral differences occurred most prominently in precentral gyri (d = 0.6) and corticospinal tracts (d = 1.4). Earlier onset age predicted less volume in the motor cerebellum (rmax = 0.35) and peduncles (rmax = 0.36). Disease duration and severity correlated with volume deficits in the dentate nucleus region, brainstem, and superior/inferior cerebellar peduncles (rmax = −0.49); subgrouping showed these to be robust and early features of FRDA, and strong candidates for further biomarker validation. Cerebral white matter abnormalities, particularly in corticospinal pathways, emerge as intermediate disease features. Cerebellar and cerebral gray matter loss, principally targeting motor and sensory systems, preferentially manifests later in the disease course. Interpretation FRDA is defined by an evolving spatial profile of neuroanatomical changes beyond primary pathology in the cerebellum and spinal cord, in line with its progressive clinical course. The design, interpretation, and generalization of research studies and clinical trials must consider neuroanatomical staging and associated interindividual variability in brain measures. ANN NEUROL 2021;90:570–583
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Affiliation(s)
- Ian H Harding
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia.,Monash Biomedical Imaging, Monash University, Clayton, VIC, Australia
| | - Sidhant Chopra
- Monash Biomedical Imaging, Monash University, Clayton, VIC, Australia.,School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, Australia
| | - Filippo Arrigoni
- Neuroimaging Unit, Scientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Italy
| | - Sylvia Boesch
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Arturo Brunetti
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Sirio Cocozza
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy
| | - Louise A Corben
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, Australia.,Bruce Lefroy Centre, Murdoch Children's Research Institute, Parkville, VIC, Australia.,University of Melbourne, Parkville, VIC, Australia
| | - Andreas Deistung
- University Clinic and Outpatient Clinic for Radiology, Department for Radiation Medicine, University Hospital Halle (Saale), Halle (Saale), Germany.,Department of Neurology, Essen University Hospital, University of Duisburg-Essen, Essen, Germany
| | - Martin Delatycki
- Bruce Lefroy Centre, Murdoch Children's Research Institute, Parkville, VIC, Australia
| | - Stefano Diciotti
- Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi,", University of Bologna, Bologna, Italy
| | - Imis Dogan
- Department of Neurology, RWTH Aachen University, Aachen, Germany.,JARA-BRAIN Institute, Molecular Neuroscience and Neuroimaging, Research Center Jülich, Jülich, Germany
| | - Stefania Evangelisti
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Marcondes C França
- Department of Neurology, School of Medical Sciences, University of Campinas, Campinas, Brazil.,Brazilian Institute of Neuroscience and Neurotechnology, School of Medical Sciences, University of Campinas, Campinas, Brazil
| | - Sophia L Göricke
- Institute of Diagnostic and Interventional Radiology and Neuroradiology, Essen University Hospital, University of Duisburg-Essen, Essen, Germany
| | - Nellie Georgiou-Karistianis
- School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, Australia
| | - Laura L Gramegna
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy.,IRCCS Institute of Neurological Sciences of Bologna, Functional and Molecular Neuroimaging Unit, Bologna, Italy
| | - Pierre-Gilles Henry
- Department of Radiology, Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN
| | - Carlos R Hernandez-Castillo
- Faculty of Computer Science, Dalhousie University, Halifax, NS, Canada.,CONACYT-Institute of Neuroethology, University of Veracruz, Xalapa, Mexico
| | - Diane Hutter
- Department of Radiology, Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN
| | - Neda Jahanshad
- Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA
| | - James M Joers
- Department of Radiology, Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN
| | - Christophe Lenglet
- Department of Radiology, Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN
| | - Raffaele Lodi
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy.,IRCCS Institute of Neurological Sciences of Bologna, Bologna, Italy
| | - David N Manners
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Alberto R M Martinez
- Department of Neurology, School of Medical Sciences, University of Campinas, Campinas, Brazil.,Brazilian Institute of Neuroscience and Neurotechnology, School of Medical Sciences, University of Campinas, Campinas, Brazil
| | - Andrea Martinuzzi
- Scientific Institute, IRCCS Eugenio Medea, Conegliano-Pieve di Soligo Research Center, Conegliano, Italy
| | - Chiara Marzi
- Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi,", University of Bologna, Bologna, Italy
| | - Mario Mascalchi
- Department of Clinical and Experimental Biomedical Sciences "Mario Serio,", University of Florence, Florence, Italy.,Clinical Epidemiology Unit, ISPRO, Oncological Network, Prevention and Research Institute, Florence, Italy
| | | | - Chiara Pane
- NSRO Department, University of Naples Federico II, Naples, Italy
| | - Denis Peruzzo
- Neuroimaging Unit, Scientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Italy
| | - Pramod K Pisharady
- Department of Radiology, Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN
| | - Giuseppe Pontillo
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy.,Department of Electrical Engineering and Information Technology, University of Naples Federico II, Naples, Italy
| | - Kathrin Reetz
- Department of Neurology, RWTH Aachen University, Aachen, Germany.,JARA-BRAIN Institute, Molecular Neuroscience and Neuroimaging, Research Center Jülich, Jülich, Germany
| | - Thiago J R Rezende
- Department of Neurology, School of Medical Sciences, University of Campinas, Campinas, Brazil.,Brazilian Institute of Neuroscience and Neurotechnology, School of Medical Sciences, University of Campinas, Campinas, Brazil
| | - Sandro Romanzetti
- Department of Neurology, RWTH Aachen University, Aachen, Germany.,JARA-BRAIN Institute, Molecular Neuroscience and Neuroimaging, Research Center Jülich, Jülich, Germany
| | - Francesco Saccà
- NSRO Department, University of Naples Federico II, Naples, Italy
| | - Christoph Scherfler
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria.,Neuroimaging Research Core Facility, Medical University of Innsbruck, Innsbruck, Austria
| | - Jörg B Schulz
- Department of Neurology, RWTH Aachen University, Aachen, Germany.,JARA-BRAIN Institute, Molecular Neuroscience and Neuroimaging, Research Center Jülich, Jülich, Germany
| | - Ambra Stefani
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Claudia Testa
- Department of Physics and Astronomy, University of Bologna, Bologna, Italy
| | - Sophia I Thomopoulos
- Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA
| | - Dagmar Timmann
- Department of Neurology, Essen University Hospital, University of Duisburg-Essen, Essen, Germany
| | - Stefania Tirelli
- Neuroimaging Unit, Scientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Italy
| | - Caterina Tonon
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy.,IRCCS Institute of Neurological Sciences of Bologna, Functional and Molecular Neuroimaging Unit, Bologna, Italy
| | - Marinela Vavla
- Scientific Institute, IRCCS Eugenio Medea, Conegliano-Pieve di Soligo Research Center, Conegliano, Italy
| | - Gary F Egan
- Monash Biomedical Imaging, Monash University, Clayton, VIC, Australia.,School of Psychological Sciences, Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, Australia
| | - Paul M Thompson
- Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA
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Marconi S, Giambra MA, Montanaro A, Mišeikis V, Soresi S, Tirelli S, Galli P, Buchali F, Templ W, Coletti C, Sorianello V, Romagnoli M. Photo thermal effect graphene detector featuring 105 Gbit s -1 NRZ and 120 Gbit s -1 PAM4 direct detection. Nat Commun 2021; 12:806. [PMID: 33547318 PMCID: PMC7864989 DOI: 10.1038/s41467-021-21137-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 01/13/2021] [Indexed: 01/30/2023] Open
Abstract
One of the main challenges of next generation optical communication is to increase the available bandwidth while reducing the size, cost and power consumption of photonic integrated circuits. Graphene has been recently proposed to be integrated with silicon photonics to meet these goals because of its high mobility, fast carrier dynamics and ultra-broadband optical properties. We focus on graphene photodetectors for high speed datacom and telecom applications based on the photo-thermo-electric effect, allowing for direct optical power to voltage conversion, zero dark current, and ultra-fast operation. We report on a chemical vapour deposition graphene photodetector based on the photo-thermoelectric effect, integrated on a silicon waveguide, providing frequency response >65 GHz and optimized to be interfaced to a 50 Ω voltage amplifier for direct voltage amplification. We demonstrate a system test leading to direct detection of 105 Gbit s-1 non-return to zero and 120 Gbit s-1 4-level pulse amplitude modulation optical signals.
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Affiliation(s)
- S. Marconi
- grid.263145.70000 0004 1762 600XTecip Institute – Scuola Superiore Sant’Anna, Pisa, Italy
| | - M. A. Giambra
- Photonic Networks and Technologies Lab – CNIT, Pisa, Italy
| | - A. Montanaro
- Photonic Networks and Technologies Lab – CNIT, Pisa, Italy
| | - V. Mišeikis
- grid.25786.3e0000 0004 1764 2907Center for Nanotechnology Innovation @NEST - Istituto Italiano di Tecnologia, Pisa, Italy ,grid.25786.3e0000 0004 1764 2907Graphene Labs, Istituto Italiano di Tecnologia, Genova, Italy
| | - S. Soresi
- Photonic Networks and Technologies Lab – CNIT, Pisa, Italy ,Fondazione INPHOTEC, Pisa, Italy
| | - S. Tirelli
- Photonic Networks and Technologies Lab – CNIT, Pisa, Italy ,Fondazione INPHOTEC, Pisa, Italy
| | - P. Galli
- Nokia Solutions and Networks Italia, Vimercate, Italy
| | - F. Buchali
- grid.425792.fNokia Bell Labs, Stuttgart, Germany
| | - W. Templ
- grid.425792.fNokia Bell Labs, Stuttgart, Germany
| | - C. Coletti
- grid.25786.3e0000 0004 1764 2907Center for Nanotechnology Innovation @NEST - Istituto Italiano di Tecnologia, Pisa, Italy ,grid.25786.3e0000 0004 1764 2907Graphene Labs, Istituto Italiano di Tecnologia, Genova, Italy
| | - V. Sorianello
- Photonic Networks and Technologies Lab – CNIT, Pisa, Italy
| | - M. Romagnoli
- Photonic Networks and Technologies Lab – CNIT, Pisa, Italy
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Vavla M, Arrigoni F, Toschi N, Peruzzo D, D'Angelo MG, Gandossini S, Russo A, Diella E, Tirelli S, Salati R, Rufini A, Condo I, Testi R, Martinuzzi A. Sensitivity of Neuroimaging Indicators in Monitoring the Effects of Interferon Gamma Treatment in Friedreich's Ataxia. Front Neurosci 2020; 14:872. [PMID: 33162876 PMCID: PMC7583645 DOI: 10.3389/fnins.2020.00872] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2020] [Accepted: 07/27/2020] [Indexed: 12/21/2022] Open
Abstract
The identification of efficient markers of disease progression and response to possibly effective treatments is a key priority for slowly progressive, rare and neurodegenerative diseases, such as Friedreich’s ataxia. Various imaging modalities have documented specific abnormalities in Friedreich’s ataxia that could be tracked to provide useful indicators of efficacy in clinical trials. Advanced MRI imaging (diffusion tensor imaging, DTI; functional MRI, fMRI; and resting-state fMRI, rs-fMRI) and retinal imaging (optical coherence tomography, OCT) were tested longitudinally in a small group of Friedreich’s ataxia patients participating in an open-label clinical trial testing the safety and the efficacy of 6-month treatment with interferon gamma. While the DTI indices documented the slow progression of fractional anisotropy loss, fMRI and rs-fMRI were significantly modified during and after treatment. The fMRI changes significantly correlated with the Scale for the Assessment and Rating of Ataxia, which is used to monitor clinical response. OCT documented the known thickness reduction of the retinal nerve fiber layer thickness, but there was no change over time. This pilot study provides indications for the potential utility of fMRI and rs-fMRI as ancillary measures in clinical trials for Friedreich’s ataxia.
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Affiliation(s)
- Marinela Vavla
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) E. Medea Scientific Institute, Bosisio Parini, Italy.,Department of Women's and Children's Health, University of Padua, Padua, Italy
| | - Filippo Arrigoni
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) E. Medea Scientific Institute, Bosisio Parini, Italy
| | - Nicola Toschi
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata, " Rome, Italy.,Athinoula A. Martinos Center for Biomedical Imaging, Harvard Medical School, Boston, MA, United States
| | - Denis Peruzzo
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) E. Medea Scientific Institute, Bosisio Parini, Italy
| | - Maria Grazia D'Angelo
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) E. Medea Scientific Institute, Bosisio Parini, Italy
| | - Sandra Gandossini
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) E. Medea Scientific Institute, Bosisio Parini, Italy
| | - Annamaria Russo
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) E. Medea Scientific Institute, Bosisio Parini, Italy
| | - Eleonora Diella
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) E. Medea Scientific Institute, Bosisio Parini, Italy
| | - Stefania Tirelli
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) E. Medea Scientific Institute, Bosisio Parini, Italy
| | - Roberto Salati
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) E. Medea Scientific Institute, Bosisio Parini, Italy
| | - Alessandra Rufini
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata, " Rome, Italy.,Fratagene Therapeutics, Rome, Italy
| | - Ivano Condo
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata, " Rome, Italy
| | - Roberto Testi
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata, " Rome, Italy.,Fratagene Therapeutics, Rome, Italy
| | - Andrea Martinuzzi
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) E. Medea Scientific Institute, Bosisio Parini, Italy
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4
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Vavla M, D'Angelo MG, Arrigoni F, Toschi N, Peruzzo D, Gandossini S, Russo A, Diella E, Tirelli S, Salati R, Scarpazza P, Luffarelli R, Fortuni S, Rufini A, Condò I, Testi R, Martinuzzi A. Safety and efficacy of interferon γ in friedreich's ataxia. Mov Disord 2020; 35:370-371. [PMID: 31930551 DOI: 10.1002/mds.27979] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Revised: 12/08/2019] [Accepted: 12/23/2019] [Indexed: 11/09/2022] Open
Affiliation(s)
- Marinela Vavla
- IRCCS E. Medea Scientific Institute, Conegliano, (TV), Italy
| | | | | | - Nicola Toschi
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata," Rome, Italy.,Athinoula A. Martinos Center for Biomedical Imaging, Harvard Medical School, Boston, Massachusetts, USA
| | - Denis Peruzzo
- IRCCS E. Medea Scientific Institute, Conegliano, (TV), Italy
| | | | - Annamaria Russo
- IRCCS E. Medea Scientific Institute, Conegliano, (TV), Italy
| | - Eleonora Diella
- IRCCS E. Medea Scientific Institute, Conegliano, (TV), Italy
| | | | - Roberto Salati
- IRCCS E. Medea Scientific Institute, Conegliano, (TV), Italy
| | - Paolo Scarpazza
- IRCCS E. Medea Scientific Institute, Conegliano, (TV), Italy
| | - Riccardo Luffarelli
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata," Rome, Italy.,Fratagene Therapeutics, Rome, Italy
| | - Silvia Fortuni
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata," Rome, Italy
| | - Alessandra Rufini
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata," Rome, Italy.,Fratagene Therapeutics, Rome, Italy
| | - Ivano Condò
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata," Rome, Italy
| | - Roberto Testi
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata," Rome, Italy.,Fratagene Therapeutics, Rome, Italy
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