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Dzhambazova E, Kostadinov K, Tsenkova-Toncheva L, Galabova F, Ezeldin F, Iskrov G, Stefanov R. The Socio-Economic Burden of Spinal Muscular Atrophy: A Cost-of-Illness Study in Bulgaria. Healthcare (Basel) 2025; 13:401. [PMID: 39997276 PMCID: PMC11855038 DOI: 10.3390/healthcare13040401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Revised: 02/03/2025] [Accepted: 02/12/2025] [Indexed: 02/26/2025] Open
Abstract
Background/Objectives: The objective of our study was to quantify the annual costs, from a societal perspective, encompassing direct health care costs, direct non-health care costs, and labor productivity losses associated with spinal muscular atrophy (SMA) patients in Bulgaria and their caregivers. Methods: We applied a prevalence-based, bottom-up costing methodology to assess the socio-economic burden of SMA from a societal perspective. We evaluated and summed up all costs for health services (diagnosis, treatment, follow-up, and rehabilitation), educational and social services, and formal and informal care in the community, as well as indirect costs due to the loss of productivity and work capacity of the SMA patients' caregivers. Results: Nine parents of SMA patients provided consent and completed the study's questionnaire. Two children had SMA type III, and seven had SMA type II. The median annual socio-economic burden per SMA patient was EUR 254,968.80. The high direct costs, primarily driven by drug expenses, and the substantial indirect costs resulting from the loss of productivity among informal caregivers were the primary causes. We found no utilization of social care and educational services. Conclusions: We emphasize the need for careful consideration of long-term outcomes, real-world data collection, and performance-based reimbursement. An ideal scenario could achieve these objectives in synergy. A second layer of policy actions and measures must address the unmet needs of SMA patients and their families using a holistic approach. The indirect costs associated with SMA, particularly the productivity loss of informal caregivers, underscore the need for comprehensive support programs.
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Affiliation(s)
- Elizabet Dzhambazova
- Department of Social Medicine and Public Health, Faculty of Public Health, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria; (K.K.); (L.T.-T.); (G.I.); (R.S.)
| | - Kostadin Kostadinov
- Department of Social Medicine and Public Health, Faculty of Public Health, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria; (K.K.); (L.T.-T.); (G.I.); (R.S.)
| | - Lilia Tsenkova-Toncheva
- Department of Social Medicine and Public Health, Faculty of Public Health, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria; (K.K.); (L.T.-T.); (G.I.); (R.S.)
| | - Fani Galabova
- Department of Pediatrics, Medical Faculty, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria;
- Pediatrics Clinic, St. George University Hospital, 4002 Plovdiv, Bulgaria
| | - Fares Ezeldin
- Department of Physical and Rehabilitation Medicine, Medical Faculty, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria;
| | - Georgi Iskrov
- Department of Social Medicine and Public Health, Faculty of Public Health, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria; (K.K.); (L.T.-T.); (G.I.); (R.S.)
- Institute for Rare Diseases, 4023 Plovdiv, Bulgaria
| | - Rumen Stefanov
- Department of Social Medicine and Public Health, Faculty of Public Health, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria; (K.K.); (L.T.-T.); (G.I.); (R.S.)
- Institute for Rare Diseases, 4023 Plovdiv, Bulgaria
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2
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Hackenberg M, Pfaffenlehner M, Behrens M, Pechmann A, Kirschner J, Binder H. Investigating a Domain Adaptation Approach for Integrating Different Measurement Instruments in a Longitudinal Clinical Registry. Biom J 2025; 67:e70023. [PMID: 39698740 DOI: 10.1002/bimj.70023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 05/31/2024] [Accepted: 07/25/2024] [Indexed: 12/20/2024]
Abstract
In a longitudinal clinical registry, different measurement instruments might have been used for assessing individuals at different time points. To combine them, we investigate deep learning techniques for obtaining a joint latent representation, to which the items of different measurement instruments are mapped. This corresponds to domain adaptation, an established concept in computer science for image data. Using the proposed approach as an example, we evaluate the potential of domain adaptation in a longitudinal cohort setting with a rather small number of time points, motivated by an application with different motor function measurement instruments in a registry of spinal muscular atrophy (SMA) patients. There, we model trajectories in the latent representation by ordinary differential equations (ODEs), where person-specific ODE parameters are inferred from baseline characteristics. The goodness of fit and complexity of the ODE solutions then allow to judge the measurement instrument mappings. We subsequently explore how alignment can be improved by incorporating corresponding penalty terms into model fitting. To systematically investigate the effect of differences between measurement instruments, we consider several scenarios based on modified SMA data, including scenarios where a mapping should be feasible in principle and scenarios where no perfect mapping is available. While misalignment increases in more complex scenarios, some structure is still recovered, even if the availability of measurement instruments depends on patient state. A reasonable mapping is feasible also in the more complex real SMA data set. These results indicate that domain adaptation might be more generally useful in statistical modeling for longitudinal registry data.
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Affiliation(s)
- Maren Hackenberg
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
- Freiburg Center for Data Analysis and Modeling, University of Freiburg, Freiburg, Germany
| | - Michelle Pfaffenlehner
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
- Freiburg Center for Data Analysis and Modeling, University of Freiburg, Freiburg, Germany
| | - Max Behrens
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
- Freiburg Center for Data Analysis and Modeling, University of Freiburg, Freiburg, Germany
| | - Astrid Pechmann
- Department of Neuropediatrics and Muscle Disorders, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Janbernd Kirschner
- Department of Neuropediatrics and Muscle Disorders, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Harald Binder
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
- Freiburg Center for Data Analysis and Modeling, University of Freiburg, Freiburg, Germany
- Centre for Integrative Biological Signalling Studies (CIBSS), University of Freiburg, Freiburg, Germany
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3
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Vicino A, Bello L, Bonanno S, Govoni A, Cerri F, Ferraro M, Capece G, Gadaleta G, Meneri M, Vacchiano V, Ricci G, D'Errico E, Tramacere I, Banfi P, Bortolani S, Zanin R, Maioli MA, Silvestrini M, Previtali SC, Berardinelli A, Turri M, Coccia M, Mantegazza R, Liguori R, Filosto M, Siciliano G, Simone IL, Mongini T, Comi G, Pegoraro E, Maggi L. Respiratory function in a large cohort of treatment-naïve adult spinal muscular atrophy patients: a cross-sectional study. Neuromuscul Disord 2023; 33:911-916. [PMID: 37945485 DOI: 10.1016/j.nmd.2023.10.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Revised: 10/03/2023] [Accepted: 10/09/2023] [Indexed: 11/12/2023]
Abstract
Due to poor data in literature, we aimed to investigate the respiratory function in a large cohort of naïve Italian adult (≥18 years) SMA patients in a multi-centric cross-sectional study. The following respiratory parameters were considered: forced vital capacity (FVC), forced expiratory volume in one second (FEV1) and need for non-invasive ventilation (NIV). We included 145 treatment-naïve adult patients (SMA2=18, SMA3=125; SMA4=2), 58 females (40 %), with median age at evaluation of 37 years (range 18-72). Fifty-six (37 %) and 41 (31 %) patients had abnormal (<80 %) values of FVC and FEV1, respectively. Fourteen (14 %) patients needed NIV, started at median age of 21 (range 4-68). Motor function, measured by Hammersmith Functional Motor Scale Expanded and Revised Upper Limb Module as well as SMA2, loss of walking ability, surgery for scoliosis, use of NIV, and cough assisting device (CAD) were all significantly associated to lower FVC and FEV1 values, while no association with age at baseline, disease duration, gender or 6 min walking test was observed, except for a correlation between FVC and age in SMA3 walkers (p < 0.05). In conclusion, respiratory function in adult SMA patients is relatively frequently impaired, substantially stable, and significantly correlated with motor function and disease severity.
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Affiliation(s)
- Alex Vicino
- Neuroimmunology and Neuromuscular Disease Unit, Foundation IRCCS Carlo Besta Neurological Institute, Via Celoria 11, Milano 20133, Italy; Nerve-Muscle Unit, Neurology Service, Department of Clinical Neurosciences, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Luca Bello
- Department of Neurosciences, University of Padua, Padova, Italy
| | - Silvia Bonanno
- Neuroimmunology and Neuromuscular Disease Unit, Foundation IRCCS Carlo Besta Neurological Institute, Via Celoria 11, Milano 20133, Italy
| | - Alessandra Govoni
- Neuromuscular and Rare Disease Unit, La Fondazione IRCCS Ca' Granda Ospedale Maggiore di Milano Policlinico, Milano, Italy; Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Federica Cerri
- Division of Neuroscience, Department of Neurology & INSPE, San Raffaele Hospital, Milano, Italy
| | - Manfredi Ferraro
- Department of Neuroscience Rita Levi Montalcini, Università degli Studi di Torino, Torino, Italy
| | - Giuliana Capece
- Department of Neurosciences, University of Padua, Padova, Italy
| | - Giulio Gadaleta
- Department of Neuroscience Rita Levi Montalcini, Università degli Studi di Torino, Torino, Italy
| | - Megi Meneri
- Neuromuscular and Rare Disease Unit, La Fondazione IRCCS Ca' Granda Ospedale Maggiore di Milano Policlinico, Milano, Italy
| | - Veria Vacchiano
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Clinica Neurologica, Bologna, Italy
| | - Giulia Ricci
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Eustachio D'Errico
- Neurology Unit, Azienda Ospedaliero-Universitaria, Policlinico of Bari, Bari, Italy
| | - Irene Tramacere
- Department of Research and Clinical Development, Scientific Directorate, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Paolo Banfi
- Heart-Respiratory Rehabilitation Unit, IRCCS Fondazione Don Carlo Gnocchi, Milan, Italy
| | - Sara Bortolani
- Department of Neuroscience Rita Levi Montalcini, Università degli Studi di Torino, Torino, Italy
| | - Riccardo Zanin
- Developmental Neurology, Foundation IRCCS Carlo Besta Neurological Institute, Milano, Italy
| | | | - Mauro Silvestrini
- Department of Experimental and Clinical Medicine, Universita Politecnica delle Marche Facolta di Medicina e Chirurgia, Ancona, Italy; Department of Neurological Sciences, AOU Ospedali Riuniti di Ancona, Ancona, Italy
| | - Stefano Carlo Previtali
- Division of Neuroscience, Department of Neurology & INSPE, San Raffaele Hospital, Milano, Italy
| | - Angela Berardinelli
- Department of Child Neuropsychiatry, Fondazione Istituto Neurologico Nazionale C Mondino Istituto di Ricovero e Cura a Carattere Scientifico, Pavia, Italy
| | - Mara Turri
- Department of Neurology/Stroke Unit, Bolzano Hospital, Bolzano, Italy
| | - Michela Coccia
- Department of Neurological Sciences, AOU Ospedali Riuniti di Ancona, Ancona, Italy
| | - Renato Mantegazza
- Neuroimmunology and Neuromuscular Disease Unit, Foundation IRCCS Carlo Besta Neurological Institute, Via Celoria 11, Milano 20133, Italy
| | - Rocco Liguori
- IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Clinica Neurologica, Bologna, Italy; Dipartimento di Scienze Biomediche e Neuromotorie, Universita degli Studi di Bologna, Bologna, Italy
| | - Massimiliano Filosto
- Department of Clinical and Experimental Sciences, University of Brescia, Italy; NeMO-Brescia Clinical Center for Neuromuscular Diseases, Brescia, Italy
| | - Gabriele Siciliano
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Isabella Laura Simone
- Neurology Unit, Azienda Ospedaliero-Universitaria, Policlinico of Bari, Bari, Italy; School of Medicine, University of Bari "Aldo Moro" Bari, Bari, Italy
| | - Tiziana Mongini
- Department of Neuroscience Rita Levi Montalcini, Università degli Studi di Torino, Torino, Italy
| | - Giacomo Comi
- Neuromuscular and Rare Disease Unit, La Fondazione IRCCS Ca' Granda Ospedale Maggiore di Milano Policlinico, Milano, Italy; Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milano, Italy
| | - Elena Pegoraro
- Department of Neurosciences, University of Padua, Padova, Italy
| | - Lorenzo Maggi
- Neuroimmunology and Neuromuscular Disease Unit, Foundation IRCCS Carlo Besta Neurological Institute, Via Celoria 11, Milano 20133, Italy.
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Inhestern L, Brandt M, Driemeyer J, Denecke J, Johannsen J, Bergelt C. Experiences of Health Care and Psychosocial Needs in Parents of Children with Spinal Muscular Atrophy. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:5360. [PMID: 37047974 PMCID: PMC10094281 DOI: 10.3390/ijerph20075360] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 03/08/2023] [Accepted: 03/09/2023] [Indexed: 06/19/2023]
Abstract
Spinal muscular atrophy (SMA) is a neurodegenerative disorder that is characterized by progressive weakness, respiratory insufficiency, and dysphagia. Due to symptom burden and disease progress, its care management and impact on daily life can severely burden the families of affected children. The objectives of this study are (1) to explore the health care experiences and (2) to investigate the psychosocial needs of the parents of children with SMA. In total, 29 parents of patients with SMA participated in our study. All children received supportive therapy (e.g., physiotherapy) and most were dependent on medical equipment. Parents perceived the health care positively regarding team quality, communication and access to medical care. An assessment of the impact of the child's health on the family (e.g., stressors, burden, consequences) is not routinely integrated into care. On average, parents reported low to medium levels of psychosocial needs. Due to the complex health care needs of SMA patients, the health care experiences of parents can provide relevant information on care delivery. To enhance the inclusion of psychosocial and emotional issues, as well as family impact, into routine health care, health care providers should be sensitive towards parental needs for consistency in the health care team and emotional aspects and, if applicable, address them proactively.
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Affiliation(s)
- Laura Inhestern
- Department of Medical Psychology, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Maja Brandt
- Department of Medical Psychology, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Joenna Driemeyer
- Department of Pediatrics, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Jonas Denecke
- Department of Pediatrics, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Jessika Johannsen
- Department of Pediatrics, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Corinna Bergelt
- Department of Medical Psychology, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
- Department of Medical Psychology, University Medicine Greifswald, 17475 Greifswald, Germany
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5
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Maggi L, Bello L, Bonanno S, Govoni A, Caponnetto C, Passamano L, Grandis M, Trojsi F, Cerri F, Gardani A, Ferraro M, Gadaleta G, Zangaro V, Caumo L, Maioli M, Tanel R, Saccani E, Meneri M, Vacchiano V, Ricci G, Sorarù G, D'Errico E, Bortolani S, Pavesi G, Gellera C, Zanin R, Corti S, Silvestrini M, Politano L, Schenone A, Previtali SC, Berardinelli A, Turri M, Verriello L, Coccia M, Mantegazza R, Liguori R, Filosto M, Marrosu G, Tiziano FD, Siciliano G, Simone IL, Mongini T, Comi G, Pegoraro E. Adults with spinal muscular atrophy: a large-scale natural history study shows gender effect on disease. J Neurol Neurosurg Psychiatry 2022; 93:1253-1261. [PMID: 36220341 DOI: 10.1136/jnnp-2022-329320] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 09/27/2022] [Indexed: 11/07/2022]
Abstract
BACKGROUND Natural history of spinal muscular atrophy (SMA) in adult age has not been fully elucidated yet, including factors predicting disease progression and response to treatments. Aim of this retrospective, cross-sectional study, is to investigate motor function across different ages, disease patterns and gender in adult SMA untreated patients. METHODS Inclusion criteria were as follows: (1) clinical and molecular diagnosis of SMA2, SMA3 or SMA4 and (2) clinical assessments performed in adult age (>18 years). RESULTS We included 64 (38.8%) females and 101 (61.2%) males (p=0.0025), among which 21 (12.7%) SMA2, 141 (85.5%) SMA3 and 3 (1.8%) SMA4. Ratio of sitters/walkers within the SMA3 subgroup was significantly (p=0.016) higher in males (46/38) than in females (19/38). Median age at onset was significantly (p=0.0071) earlier in females (3 years; range 0-16) than in males (4 years; range 0.3-28), especially in patients carrying 4 SMN2 copies. Median Hammersmith Functional Rating Scale Expanded scores were significantly (p=0.0040) lower in males (16, range 0-64) than in females (40, range 0-62); median revised upper limb module scores were not significantly (p=0.059) different between males (24, 0-38) and females (33, range 0-38), although a trend towards worse performance in males was observed. In SMA3 patients carrying three or four SMN2 copies, an effect of female sex in prolonging ambulation was statistically significant (p=0.034). CONCLUSIONS Our data showed a relevant gender effect on SMA motor function with higher disease severity in males especially in the young adult age and in SMA3 patients.
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Affiliation(s)
- Lorenzo Maggi
- Neuroimmunology and Neuromuscular Disease Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Luca Bello
- Department of Neurosciences, University of Padova, Padova, Italy
| | - Silvia Bonanno
- Neuroimmunology and Neuromuscular Disease Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Alessandra Govoni
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.,Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | | | - Luigia Passamano
- Cardiomyology and Medical Genetics Unit, University Hospital "L Vanvitelli", Napoli, Italy
| | - Marina Grandis
- IRCCS Ospedale Policlinico San Martino, Genova, Italy.,Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DiNOGMI), Università di Genova, Genova, Italy
| | - Francesca Trojsi
- Department of Advanced Medical and Surgical Sciences, Università degli Studi della Campania "Luigi Vanvitelli", Napoli, Italy
| | - Federica Cerri
- Department of Neurology, IRCCS Ospedale San Raffaele, Milano, Italy
| | | | - Manfredi Ferraro
- Department of Neurosciences Rita Levi Montalcini, University of Turin, Turin, Italy
| | - Giulio Gadaleta
- Department of Neurosciences Rita Levi Montalcini, University of Turin, Turin, Italy
| | - Vittoria Zangaro
- Department of Neurosciences, University of Padova, Padova, Italy
| | - Luca Caumo
- Department of Neurosciences, University of Padova, Padova, Italy
| | | | | | - Elena Saccani
- Specialistic Medicine Unit, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Megi Meneri
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Veria Vacchiano
- IRCCS Istituto Delle Scienze Neurologiche di Bologna, Bologna, Italy.,Department of Biomedical and Neuromotor Sciences, Universita degli Studi di Bologna, Bologna, Italy
| | - Giulia Ricci
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Gianni Sorarù
- Department of Neurosciences, University of Padova, Padova, Italy
| | - Eustachio D'Errico
- Department of Basic Medical Sciences, Neurosciences and Sense Organs, University of Bari, Bari, Italy
| | - Sara Bortolani
- Department of Neurosciences Rita Levi Montalcini, University of Turin, Turin, Italy
| | - Giovanni Pavesi
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Cinzia Gellera
- Unit of Medical Genetics and Neurogenetics, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Riccardo Zanin
- Developmental Neurology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Stefania Corti
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Mauro Silvestrini
- Department of Neurological Sciences, Ospedali Riuniti di Ancona, Ancona, Italy.,Department of Experimental and Clinical Medicine, Marche Polytechnic University, Ancona, Italy
| | - Luisa Politano
- Cardiomyology and Medical Genetics Unit, University Hospital "L Vanvitelli", Napoli, Italy
| | - Angelo Schenone
- IRCCS Ospedale Policlinico San Martino, Genova, Italy.,Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DiNOGMI), Università di Genova, Genova, Italy
| | | | | | - Mara Turri
- Department of Neurology/Stroke Unit, San Maurizio Hospital, Bolzano, Italy
| | - Lorenzo Verriello
- Department of Neurosciences, Santa Maria della Misericordia University Hospital, Udine, Italy
| | - Michela Coccia
- Department of Neurological Sciences, Ospedali Riuniti di Ancona, Ancona, Italy
| | - Renato Mantegazza
- Neuroimmunology and Neuromuscular Disease Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | - Rocco Liguori
- IRCCS Istituto Delle Scienze Neurologiche di Bologna, Bologna, Italy.,Department of Biomedical and Neuromotor Sciences, Universita degli Studi di Bologna, Bologna, Italy
| | - Massimiliano Filosto
- Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy.,NeMO-Brescia Clinical Center for Neuromuscular Diseases, Brescia, Italy
| | | | - Francesco Danilo Tiziano
- Department of Life Sciences and Public Health, Section of Genomic Medicine, Università Cattolica del Sacro Cuore Facoltà di Medicina e Chirurgia, Roma, Italy.,Department of Laboratory Science and Infectious Diseases, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy
| | - Gabriele Siciliano
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Isabella Laura Simone
- Department of Basic Medical Sciences, Neurosciences and Sense Organs, University of Bari, Bari, Italy
| | - Tiziana Mongini
- Department of Neurosciences Rita Levi Montalcini, University of Turin, Turin, Italy
| | - Giacomo Comi
- Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.,Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milano, Italy
| | - Elena Pegoraro
- Department of Neurosciences, University of Padova, Padova, Italy
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Pechmann A, Behrens M, Dörnbrack K, Tassoni A, Wenzel F, Stein S, Vogt S, Zöller D, Bernert G, Hagenacker T, Schara-Schmidt U, Walter MC, Bertsche A, Vill K, Baumann M, Baumgartner M, Cordts I, Eisenkölbl A, Flotats-Bastardas M, Friese J, Günther R, Hahn A, Horber V, Husain RA, Illsinger S, Jahnel J, Johannsen J, Köhler C, Kölbel H, Müller M, von Moers A, Schwerin-Nagel A, Reihle C, Schlachter K, Schreiber G, Schwartz O, Smitka M, Steiner E, Trollmann R, Weiler M, Weiß C, Wiegand G, Wilichowski E, Ziegler A, Lochmüller H, Kirschner J, Ameshofer L, Andres B, Angelova-Toshkina D, Banholzer D, Bant C, Baum P, Baumann S, Baur U, Becker B, Behring B, Bellut J, Bevot A, Bischofberger J, Bitzan L, Bjelica B, Blankenburg M, Böger S, Bonetti F, Bongartz A, Brakemeier S, Bratka L, Braun N, Braun S, Brauner B, Bretschneider C, Burgenmeister N, Burke B, Cirak S, Dall A, de Vries H, Marina AD, Denecke J, Deschauer M, Dibrani Z, Diebold U, Dondit L, Drebes J, Driemeyer J, Dukic V, Eckenweiler M, Eminger M, Fischer M, Fischer C, Freigang M, Gaiser P, Gangfuß A, Geitmann S, George A, Gosk-Tomek M, Grinzinger S, Gröning K, Groß M, Güttsches AK, Hagenmeyer A, et alPechmann A, Behrens M, Dörnbrack K, Tassoni A, Wenzel F, Stein S, Vogt S, Zöller D, Bernert G, Hagenacker T, Schara-Schmidt U, Walter MC, Bertsche A, Vill K, Baumann M, Baumgartner M, Cordts I, Eisenkölbl A, Flotats-Bastardas M, Friese J, Günther R, Hahn A, Horber V, Husain RA, Illsinger S, Jahnel J, Johannsen J, Köhler C, Kölbel H, Müller M, von Moers A, Schwerin-Nagel A, Reihle C, Schlachter K, Schreiber G, Schwartz O, Smitka M, Steiner E, Trollmann R, Weiler M, Weiß C, Wiegand G, Wilichowski E, Ziegler A, Lochmüller H, Kirschner J, Ameshofer L, Andres B, Angelova-Toshkina D, Banholzer D, Bant C, Baum P, Baumann S, Baur U, Becker B, Behring B, Bellut J, Bevot A, Bischofberger J, Bitzan L, Bjelica B, Blankenburg M, Böger S, Bonetti F, Bongartz A, Brakemeier S, Bratka L, Braun N, Braun S, Brauner B, Bretschneider C, Burgenmeister N, Burke B, Cirak S, Dall A, de Vries H, Marina AD, Denecke J, Deschauer M, Dibrani Z, Diebold U, Dondit L, Drebes J, Driemeyer J, Dukic V, Eckenweiler M, Eminger M, Fischer M, Fischer C, Freigang M, Gaiser P, Gangfuß A, Geitmann S, George A, Gosk-Tomek M, Grinzinger S, Gröning K, Groß M, Güttsches AK, Hagenmeyer A, Hartmann H, Haverkamp J, Hiebeler M, Hoevel A, Hoffmann GF, Holtkamp B, Holzwarth D, Homma A, Horneff V, Hörnig C, Hotter A, Hubert A, Huppke P, Jansen E, Jung L, Kaiser N, Kappel S, Katharina B, Koch J, Kölke S, Korschinsky B, Kostede F, Krause K, Küpper H, Lang A, Lange I, Langer T, Lechner Y, Lehmann H, Leypold C, Lingor P, Lipka J, Löscher W, Luiking A, Machetanz G, Malm E, Martakis K, Menzen B, Metelmann M, zu Hörste GM, Montagnese F, Mörtlbauer K, Müller P, Müller A, Müller A, Müschen L, Neuwirth C, Niesert M, Pauschek J, Pernegger E, Petri S, Pilshofer V, Plecko B, Pollok J, Preisel M, Pühringer M, Quinten AL, Raffler S, Ramadan B, Rappold M, Rauscher C, Reckmann K, Reinhardt T, Röder M, Roland-Schäfer D, Roth E, Ruß L, Saffari A, Schimmel M, Schlag M, Schlotter-Weigel B, Schneider J, Schöne-Bake JC, Schorling D, Schreiner I, Schüssler S, Schwarzbach M, Schwippert M, Semmler L, Smuda K, Sprenger-Svacina A, Stadler T, Steffens P, Steuernagel D, Stolte B, Stoltenburg C, Tasch G, Thimm A, Tiefenthaler E, Topakian R, Türk M, van der Stam L, Vettori K, Vollmann P, Vorgerd M, Weiss D, Wenninger S, Werring S, Wessel M, Weyen U, Wider S, Wiebe NO, Wiesenhofer A, Wiethoff S, Wirner C, Wohnrade C, Wunderlich G, Zeller D, Zemlin M, Zobel J, SMArtCARE study group. Improved upper limb function in non-ambulant children with SMA type 2 and 3 during nusinersen treatment: a prospective 3-years SMArtCARE registry study. Orphanet J Rare Dis 2022; 17:384. [PMID: 36274155 PMCID: PMC9589836 DOI: 10.1186/s13023-022-02547-8] [Show More Authors] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 10/04/2022] [Indexed: 11/10/2022] Open
Abstract
Background The development and approval of disease modifying treatments have dramatically changed disease progression in patients with spinal muscular atrophy (SMA). Nusinersen was approved in Europe in 2017 for the treatment of SMA patients irrespective of age and disease severity. Most data on therapeutic efficacy are available for the infantile-onset SMA. For patients with SMA type 2 and type 3, there is still a lack of sufficient evidence and long-term experience for nusinersen treatment. Here, we report data from the SMArtCARE registry of non-ambulant children with SMA type 2 and typen 3 under nusinersen treatment with a follow-up period of up to 38 months. Methods SMArtCARE is a disease-specific registry with data on patients with SMA irrespective of age, treatment regime or disease severity. Data are collected during routine patient visits as real-world outcome data. This analysis included all non-ambulant patients with SMA type 2 or 3 below 18 years of age before initiation of treatment. Primary outcomes were changes in motor function evaluated with the Hammersmith Functional Motor Scale Expanded (HFMSE) and the Revised Upper Limb Module (RULM). Results Data from 256 non-ambulant, pediatric patients with SMA were included in the data analysis. Improvements in motor function were more prominent in upper limb: 32.4% of patients experienced clinically meaningful improvements in RULM and 24.6% in HFMSE. 8.6% of patients gained a new motor milestone, whereas no motor milestones were lost. Only 4.3% of patients showed a clinically meaningful worsening in HFMSE and 1.2% in RULM score. Conclusion Our results demonstrate clinically meaningful improvements or stabilization of disease progression in non-ambulant, pediatric patients with SMA under nusinersen treatment. Changes were most evident in upper limb function and were observed continuously over the follow-up period. Our data confirm clinical trial data, while providing longer follow-up, an increased number of treated patients, and a wider range of age and disease severity.
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Maggi L, Vita G, Marconi E, Taddeo D, Davì M, Lovato V, Cricelli C, Lapi F. Opportunities for an early recognition of spinal muscular atrophy in primary care: a nationwide, population-based, study in Italy. Fam Pract 2022; 40:308-313. [PMID: 35950319 DOI: 10.1093/fampra/cmac091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Spinal muscular atrophy (SMA) is a rare genetic disease with a broad spectrum of severity. Although an early diagnosis of SMA is crucial to allow proper management of patients, the diagnostic delay is still an issue. Therefore, this study aimed to investigate the clinical correlates of SMA among primary care patients. METHODS The Health Search Database (HSD) was adopted. To estimate the prevalence and incidence rate of SMA, a cohort study was conducted on the population (aged ≥6 years) being registered in HSD from 1 January 2000 up to 31 December 2019. To investigate the clinical correlates of SMA, a nested case-control study was performed. SMA cases have been classified according to a clinically based iterative process as "certain", "probable" or "possible". To test the association between clinical correlates and SMA cases a multivariate conditional logistic regression model was estimated. RESULTS The SMA prevalence combining "certain", "probable" and "possible" cases was 5.1 per 100,000 in 2019 (i.e. 1.12 per 100,000 when limited to "certain" cases), while the yearly incidence rate ranged from 0.12 to 0.56 cases per 100,000. Comparing "certain" cases with matched controls, the presence of neurology visits (OR = 6.5; 95% CI: 1.6-25.6) and prescription of electromyography (OR = 4.6; 95% CI: 1.1-18.7) were associated with higher odds of SMA diagnosis. CONCLUSIONS Our findings suggest that primary care databases may be used to enhance the early identification of SMA. Additional efforts are needed to exploit the electronic health records of general practitioners to allow early recognition of SMA.
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Affiliation(s)
- Lorenzo Maggi
- Neuroimmunology and Neuromuscular Disease Unit, IRCCS Foundation Carlo Besta Neurological Institute, Milano, Italy
| | - Gianluca Vita
- Unit of Neurology, IRCCS Centro Neurolesi Bonino-Pulejo P.O. Piemonte, Messina, Italy
| | - Ettore Marconi
- Health Search, Italian College of General Practitioners and Primary Care, Florence, Italy
| | - Daiana Taddeo
- Italian College of General Practitioners and Primary Care, Florence, Italy
| | | | | | - Claudio Cricelli
- Italian College of General Practitioners and Primary Care, Florence, Italy
| | - Francesco Lapi
- Health Search, Italian College of General Practitioners and Primary Care, Florence, Italy
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Ulusaloglu AC, Asma A, Rogers KJ, Shrader MW, Graham HK, Howard JJ. The influence of tone on proximal femoral and acetabular geometry in neuromuscular hip displacement: A comparison of cerebral palsy and spinal muscular atrophy. J Child Orthop 2022; 16:121-127. [PMID: 35620131 PMCID: PMC9127888 DOI: 10.1177/18632521221084184] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 02/09/2022] [Indexed: 02/03/2023] Open
Abstract
PURPOSE The aim of this article was to compare longitudinal changes in hip morphology in cerebral palsy (hypertonic) and spinal muscular atrophy (hypotonic) to examine the influence of muscle tone on development of hip displacement. METHODS Children with spinal muscular atrophy (Types I and II) and cerebral palsy (Gross Motor Function Classification System IV and V) with hip displacement (migration percentage >30%) were included. Head shaft angle, migration percentage, and acetabular index were measured at T1 (1-2.5 years), T2 (3-5 years), and T3 (6-8 years). Analysis of variance testing and linear regression were utilized. RESULTS Sixty patients (cerebral palsy, N = 41; spinal muscular atrophy, N = 19) were included. Hip displacement occurred earlier in spinal muscular atrophy (34 months) than cerebral palsy (49 months) (p = 0.003). Head shaft angle was high and did not change between T1, T2, and T3, but significant changes in migration percentage were found (cerebral palsy: 23%, 36%, 45% (p < 0.01) and spinal muscular atrophy: 37%, 57%, 61% (p = 0.02)). Migration percentage increased by age in cerebral palsy (r = 0.41, p < 0.001), but not in spinal muscular atrophy (r = 0.18, p = 0.09). Acetabular index increased with migration percentage (cerebral palsy: r = 0.41, p < 0.001; spinal muscular atrophy: r = 0.48, p < 0.001). CONCLUSION Persistent lateral physeal tilt by head shaft angle was found for both spinal muscular atrophy and cerebral palsy. Abnormal physeal alignment may be causally related to weakness of the hip abductor muscles rather than spasticity or muscle imbalance, resulting in coxa valga and secondary acetabular dysplasia. LEVEL OF EVIDENCE III (case-control study).
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Affiliation(s)
| | - Ali Asma
- Nemours Children’s Hospital, Delaware,
Wilmington, DE, USA
| | | | | | - H Kerr Graham
- Department of Orthopaedic Surgery,
University of Melbourne, Melbourne, VIC, Australia,Hugh Williamson Gait Laboratory, Royal
Children’s Hospital, Melbourne, VIC, Australia
| | - Jason J Howard
- Nemours Children’s Hospital, Delaware,
Wilmington, DE, USA,Jason J Howard, Department of Orthopaedics,
Nemours Children’s Hospital, Delaware, 1600 Rockland Road, Wilmington, DE 19803,
USA.
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Kubinski S, Claus P. Protein Network Analysis Reveals a Functional Connectivity of Dysregulated Processes in ALS and SMA. Neurosci Insights 2022; 17:26331055221087740. [PMID: 35372839 PMCID: PMC8966079 DOI: 10.1177/26331055221087740] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 02/28/2022] [Indexed: 01/09/2023] Open
Abstract
Spinal Muscular Atrophy (SMA) and Amyotrophic Lateral Sclerosis (ALS) are neurodegenerative diseases which are characterized by the loss of motoneurons within the central nervous system. SMA is a monogenic disease caused by reduced levels of the Survival of motoneuron protein, whereas ALS is a multi-genic disease with over 50 identified disease-causing genes and involvement of environmental risk factors. Although these diseases have different causes, they partially share identical phenotypes and pathomechanisms. To analyze and identify functional connections and to get a global overview of altered pathways in both diseases, protein network analyses are commonly used. Here, we used an in silico tool to test for functional associations between proteins that are involved in actin cytoskeleton dynamics, fatty acid metabolism, skeletal muscle metabolism, stress granule dynamics as well as SMA or ALS risk factors, respectively. In network biology, interactions are represented by edges which connect proteins (nodes). Our approach showed that only a few edges are necessary to present a complex protein network of different biological processes. Moreover, Superoxide dismutase 1, which is mutated in ALS, and the actin-binding protein profilin1 play a central role in the connectivity of the aforementioned pathways. Our network indicates functional links between altered processes that are described in either ALS or SMA. These links may not have been considered in the past but represent putative targets to restore altered processes and reveal overlapping pathomechanisms in both diseases.
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Affiliation(s)
- Sabrina Kubinski
- Institute of Neuroanatomy and Cell Biology, Hannover Medical School, Hannover, Germany
- Center for Systems Neuroscience (ZSN), Hannover, Germany
| | - Peter Claus
- Center for Systems Neuroscience (ZSN), Hannover, Germany
- SMATHERIA gGmbH – Non-Profit Biomedical Research Institute, Hannover, Germany
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Sixth cranial nerve palsy after first intrathecal nusinersen administration. Neurol Sci 2022; 43:2091-2093. [DOI: 10.1007/s10072-022-05866-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 12/31/2021] [Indexed: 10/19/2022]
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Quality of Life Outcomes According to Differential Nusinersen Exposure in Pediatric Spinal Muscular Atrophy. CHILDREN-BASEL 2021; 8:children8070604. [PMID: 34356583 PMCID: PMC8305818 DOI: 10.3390/children8070604] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 07/08/2021] [Accepted: 07/13/2021] [Indexed: 01/07/2023]
Abstract
The purpose of this study was to explore early changes in patient and family caregiver report of quality of life and family impact during the transitional period of nusinersen use. Communication; family relationships; physical, emotional, social, and cognitive functioning; and daily activities were measured using Pediatric Quality of Life modules (Family Impact Modules and both Patient and Proxy Neuromuscular-Specific Reports) pre- and post-nusinersen exposure. A total of 35 patients with SMA (15 Type 1, 14 Type 2, and 6 Type 3) were grouped according to nusinersen exposure. When analyzed as a whole cross-sectional clinical population, no significant differences were found between the initial and final surveys. Nusinersen therapy was associated with improved communication and emotional functioning in subsets of the population, particularly for patients on maintenance therapy for longer duration. Several unexpected potentially negative findings including increases in family resources and trends towards increases in worry warrant further consideration. Further research is warranted to explore the impact of novel pharmaceuticals on quality of life for children with SMA longitudinally to optimize clinical and psychosocial outcomes.
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Butterfield RJ. Spinal Muscular Atrophy Treatments, Newborn Screening, and the Creation of a Neurogenetics Urgency. Semin Pediatr Neurol 2021; 38:100899. [PMID: 34183144 PMCID: PMC8243405 DOI: 10.1016/j.spen.2021.100899] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 05/19/2021] [Indexed: 10/21/2022]
Abstract
Spinal muscular atrophy (SMA) is a progressive neuromuscular disorder characterized by loss of motor neurons leading to muscle weakness and atrophy. The United States' Food and Drug Administration's (FDA) approval of nusinersen, onasemnogene abeparvovec, and risdiplam for SMA has challenged existing treatment paradigms with multiple treatment options, a new natural history of the disease, and an emerging understanding of the importance of early and pre-symptomatic treatment. The profound impact of early, pre-symptomatic treatment has led to the creation of a neurogenetics urgency for newly identified patients with SMA, a novel problem for neurologists more accustomed to a more methodical approach to diagnosis and care. Implementation of newborn screening programs has helped facilitate early diagnosis and treatment, but challenges remain in overcoming administrative and procedural hurdles that can lead to treatment delays. Herein I discuss 2 cases that highlight the importance of early treatment, as well as gaps in our understanding of the progression of SMA in pre-symptomatic infants.
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Unexpected but successful non-instrumental vaginal delivery in a spinal muscular atrophy type II pregnant patient. Neurol Sci 2021; 42:3901-3902. [PMID: 34089110 DOI: 10.1007/s10072-021-05344-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Accepted: 05/21/2021] [Indexed: 10/21/2022]
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