Submitted:
31 October 2024
Posted:
01 November 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Lower Motor Neuron Assessment
2.1. MUNE History
2.2. Motor Unit Number Index
2.3. MUNIX as a Diagnostic/Categorical Biomarker
2.4. MUNIX as a Marker of Disease Progression/Pharmacodynamic Biomarker
2.5. MScanFit
2.6. The Neurophysiologic Index and F-Wave Investigations
2.7. LMN Hyper-Excitability
2.8. Electrical Impedance Myography
3. Upper Motor Neuron Assessment
3.1. Transcranial Magnetic Stimulation (Single-Pulse and Paired-Pulse Models)
3.2. Peristimulus Time Histograms in ALS Patients
3.3. High Density EEG and MEG
4. Conclusion
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
- Xu, L.; Liu, T.; Liu, L.; Yao, X.; Chen, L.; Fan, D.; Zhan, S.; Wang, S. Global Variation in Prevalence and Incidence of Amyotrophic Lateral Sclerosis: A Systematic Review and Meta-Analysis. J Neurol 2020, 267, 944–953. [Google Scholar] [CrossRef] [PubMed]
- Jordan, H.; Rechtman, L.; Wagner, L.; Kaye, W. E. Amyotrophic Lateral Sclerosis Surveillance in Baltimore and Philadelphia. Muscle Nerve 2015, 51, 815–821. [Google Scholar] [CrossRef] [PubMed]
- Logroscino, G.; Traynor, B. J.; Hardiman, O.; Chió, A.; Mitchell, D.; Swingler, R. J.; Millul, A.; Benn, E.; Beghi, E. Incidence of Amyotrophic Lateral Sclerosis in Europe. J Neurol Neurosurg Psychiatry 2010, 81, 385–390. [Google Scholar] [CrossRef] [PubMed]
- Camacho-Soto, A.; Searles Nielsen, S.; Faust, I. M.; Bucelli, R. C.; Miller, T. M.; Racette, B. A. Incidence of Amyotrophic Lateral Sclerosis in Older Adults. Muscle Nerve 2022, 66, 289–296. [Google Scholar] [CrossRef] [PubMed]
- Wolfson, C.; Gauvin, D. E.; Ishola, F.; Oskoui, M. Global Prevalence and Incidence of Amyotrophic Lateral Sclerosis: A Systematic Review. Neurology 2023, 101, E613–E623. [Google Scholar] [CrossRef]
- Brooks, B.; et al. El Escorial World Federation of Neurology Criteria for the Diagnosis of Amyotrophic Lateral Sclerosis. J Neurol Sci 1994, 124, 96–107. [Google Scholar] [CrossRef]
- Rix Brooks, B.; Miller, R. G.; Swash, M.; Munsat, T. L. El Escorial Revisited: Revised Criteria for the Diagnosis of Amyotrophic Lateral Sclerosis. ALS and other motor neuron disorders 2000, 1, 293–299. [Google Scholar] [CrossRef]
- De Carvalho, M.; Dengler, R.; Eisen, A.; England, J. D.; Kaji, R.; Kimura, J.; Mills, K.; Mitsumoto, H.; Nodera, H.; Shefner, J.; Swash, M. Electrodiagnostic Criteria for Diagnosis of ALS. Clinical Neurophysiology 2008, 119, 497–503. [Google Scholar] [CrossRef]
- Shefner, J. M.; Al-Chalabi, A.; Baker, M. R.; Cui, L. Y.; de Carvalho, M.; Eisen, A.; Grosskreutz, J.; Hardiman, O.; Henderson, R.; Matamala, J. M.; Mitsumoto, H.; Paulus, W.; Simon, N.; Swash, M.; Talbot, K.; Turner, M. R.; Ugawa, Y.; van den Berg, L. H.; Verdugo, R.; Vucic, S.; Kaji, R.; Burke, D.; Kiernan, M. C. A Proposal for New Diagnostic Criteria for ALS. Clinical Neurophysiology 2020, 131, 1975–1978. [Google Scholar] [CrossRef]
- Cedarbaum, J. M.; Stambler, N.; Malta, E.; Fuller, C.; Hilt, D. The ALSFRS-R: A Revised ALS Functional Rating Scale That Incorporates Assessments of Respiratory Function. J Neurol Sci 1999, 169, 13–21. [Google Scholar] [CrossRef]
- Verber, N. S.; Shepheard, S. R.; Sassani, M.; McDonough, H. E.; Moore, S. A.; Alix, J. J. P.; Wilkinson, I. D.; Jenkins, T. M.; Shaw, P. J. Biomarkers in Motor Neuron Disease: A State of the Art Review. Front Neurol 2019, 10. [Google Scholar] [CrossRef] [PubMed]
- McComas, A. J.; Fawcett, P. R.; Campbell, M. J.; Sica, R. E. Electrophysiological Estimation of the Number of Motor Units within a Human Muscle. J Neurol Neurosurg Psychiatry 1971, 34, 121–131. [Google Scholar] [CrossRef] [PubMed]
- Brown, W. F.; Milner-Brown, H. S. Some Electrical Properties of Motor Units and Their Effects on the Methods of Estimating Motor Unit Numbers. J Neurol Neurosurg Psychiatry 1976, 39, 249–257. [Google Scholar] [CrossRef]
- Kadrie, H. A.; Yates, S. K.; Milner-Brown, H. S.; Brown’, W. F.; Brown, W. F. Multiple Point Electrical Stimulation of Ulnar and Median Nerves. Journal ofNeurology, Neurosurgery, and Psychiatry 1976, 39, 973–985. [Google Scholar] [CrossRef]
- Benmouna, K.; Milants, C.; Wang, F. C. Correlations between MUNIX and Adapted Multiple Point Stimulation MUNE Methods. Clinical Neurophysiology 2018, 129, 341–344. [Google Scholar] [CrossRef]
- Nandekar, S.; Nandekar, D.; Barkhaus, P.; Stalberg, E. Motor Unit Number Index (MUNIX). IEEE Trans Biomed Eng 2004, 51, 2211–2216. [Google Scholar] [CrossRef]
- Nandedkar, S. D.; Barkhaus, P. E.; Stalberg, E. V. Motor Unit Number Index (MUNIX): Principle, Method, and Findings in Healthy Subjects and in Patients with Motor Neuron Disease. Muscle Nerve 2010, 42, 798–807. [Google Scholar] [CrossRef]
- Escorcio-Bezerra, M. L.; Abrahao, A.; de Castro, I.; Chieia, M. A. T.; de Azevedo, L. A.; Pinheiro, D. S.; de Oliveira Braga, N. I.; de Oliveira, A. S. B.; Manzano, G. M. MUNIX: Reproducibility and Clinical Correlations in Amyotrophic Lateral Sclerosis. Clinical Neurophysiology 2016, 127, 2979–2984. [Google Scholar] [CrossRef] [PubMed]
- Neuwirth, C.; Nandedkar, S.; Stålberg, E.; Weber, M. Motor Unit Number Index (MUNIX): A Novel Neurophysiological Technique to Follow Disease Progression in Amyotrophic Lateral Sclerosis. Muscle Nerve 2010, 42, 379–384. [Google Scholar] [CrossRef]
- Risi, B.; Cotti Piccinelli, S.; Gazzina, S.; Labella, B.; Caria, F.; Damioli, S.; Poli, L.; Padovani, A.; Filosto, M. Prognostic Usefulness of Motor Unit Number Index (MUNIX) in Patients Newly Diagnosed with Amyotrophic Lateral Sclerosis. J Clin Med 2023, 12. [Google Scholar] [CrossRef]
- Eisen, A.; Kuwabara, S. The Split Hand Syndrome in Amyotrophic Lateral Sclerosis. J Neurol Neurosurg Psychiatry 2012, 83, 399–403. [Google Scholar] [CrossRef] [PubMed]
- Wilbourn, A. J. The “Split Hand Syndrome.”. Muscle Nerve 2000, 23. [Google Scholar] [CrossRef]
- Kim, D. G.; Hong, Y. ho; Shin, J. young; Park, K. H.; Sohn, S. Y.; Lee, K. W.; Park, K. S.; Sung, J. J. Split-Hand Phenomenon in Amyotrophic Lateral Sclerosis: A Motor Unit Number Index Study. Muscle Nerve 2016, 53, 885–888. [Google Scholar] [CrossRef] [PubMed]
- McMackin, R.; Bede, P.; Ingre, C.; Malaspina, A.; Hardiman, O. Biomarkers in Amyotrophic Lateral Sclerosis: Current Status and Future Prospects. Nat Rev Neurol 2023, 19, 754–768. [Google Scholar] [CrossRef] [PubMed]
- Fathi, D.; Mohammadi, B.; Dengler, R.; Böselt, S.; Petri, S.; Kollewe, K. Lower Motor Neuron Involvement in ALS Assessed by Motor Unit Number Index (MUNIX): Long-Term Changes and Reproducibility. Clinical Neurophysiology 2016, 127, 1984–1988. [Google Scholar] [CrossRef]
- Grimaldi, S.; Duprat, L.; Grapperon, A. M.; Verschueren, A.; Delmont, E.; Attarian, S. Global Motor Unit Number Index Sum Score for Assessing the Loss of Lower Motor Neurons in Amyotrophic Lateral Sclerosis. Muscle Nerve 2017, 56, 202–206. [Google Scholar] [CrossRef] [PubMed]
- Neuwirth, C.; Barkhaus, P. E.; Burkhardt, C.; Castro, J.; Czell, D.; de Carvalho, M.; Nandedkar, S.; Stålberg, E.; Weber, M. Motor Unit Number Index (MUNIX) Detects Motor Neuron Loss in Pre-Symptomatic Muscles in Amyotrophic Lateral Sclerosis. Clinical Neurophysiology 2017, 128, 495–500. [Google Scholar] [CrossRef]
- Vucic, S.; Menon, P.; Huynh, W.; Mahoney, C.; Ho, K. S.; Hartford, A.; Rynders, A.; Evan, J.; Evan, J.; Ligozio, S.; Glanzman, R.; Hotchkin, M. T.; Kiernan, M. C. Efficacy and Safety of CNM-Au8 in Amyotrophic Lateral Sclerosis (RESCUE-ALS Study): A Phase 2, Randomised, Double-Blind, Placebo-Controlled Trial and Open Label Extension. Lancet 2023, 60. [Google Scholar] [CrossRef]
- Vucic, S.; Kiernan, M. C. Nanocrystalline Gold (CNM-Au8): A Novel Bioenergetic Treatment for ALS. Expert Opin Investig Drugs 2023, 32, 783–785. [Google Scholar] [CrossRef]
- Geijo-Barrientos, E.; Pastore-Olmedo, C.; De Mingo, P.; Blanquer, M.; Gómez Espuch, J.; Iniesta, F.; Iniesta, N. G.; García-Hernández, A.; Martín-Estefanía, C.; Barrios, L.; Moraleda, J. M.; Martínez, S. Intramuscular Injection of Bone Marrow Stem Cells in Amyotrophic Lateral Sclerosis Patients: A Randomized Clinical Trial. Front Neurosci 2020, 14. [Google Scholar] [CrossRef]
- Lingor, P.; Weber, M.; Camu, W.; Friede, T.; Hilgers, R.; Leha, A.; Neuwirth, C.; Günther, R.; Benatar, M.; Kuzma-Kozakiewicz, M.; Bidner, H.; Blankenstein, C.; Frontini, R.; Ludolph, A.; Koch, J. C. ROCK-ALS: Protocol for a Randomized, Placebo-Controlled, Double-Blind Phase IIa Trial of Safety, Tolerability and Efficacy of the Rho Kinase (ROCK) Inhibitor Fasudil in Amyotrophic Lateral Sclerosis. Front Neurol 2019, 10. [Google Scholar] [CrossRef] [PubMed]
- Koch, J. C.; Kuttler, J.; Maass, F.; Lengenfeld, T.; Zielke, E.; Bähr, M.; Lingor, P. Compassionate Use of the ROCK Inhibitor Fasudil in Three Patients With Amyotrophic Lateral Sclerosis. Front Neurol 2020, 11. [Google Scholar] [CrossRef] [PubMed]
- Gunes, T.; Sirin, N. G.; Sahin, S.; Kose, E.; Isak, B. Use of CMAP, MScan Fit-MUNE, and MUNIX in Understanding Neurodegeneration Pattern of ALS and Detection of Early Motor Neuron Loss in Daily Practice. Neurosci Lett 2021, 741. [Google Scholar] [CrossRef]
- Jacobsen, A. B.; Bostock, H.; Fuglsang-Frederiksen, A.; Duez, L.; Beniczky, S.; Møller, A. T.; Blicher, J. U.; Tankisi, H. Reproducibility, and Sensitivity to Motor Unit Loss in Amyotrophic Lateral Sclerosis, of a Novel MUNE Method: MScanFit MUNE. Clinical Neurophysiology 2017, 128, 1380–1388. [Google Scholar] [CrossRef]
- Jacobsen, A. B.; Bostock, H.; Tankisi, H. Following Disease Progression in Motor Neuron Disorders with 3 Motor Unit Number Estimation Methods. Muscle Nerve 2019, 59, 82–87. [Google Scholar] [CrossRef]
- Pavey, N.; Hannaford, A.; Higashihara, M.; van den Bos, M.; Kiernan, M. C.; Menon, P.; Vucic, S. Utility of Split Hand Index with Different Motor Unit Number Estimation Techniques in ALS. Clinical Neurophysiology 2023, 156, 175–182. [Google Scholar] [CrossRef]
- De Carvalho, M.; Swash, M. Nerve Conduction Studies in Amyotrophic Lateral Sclerosis. Muscle Nerve 2000, 23, 344–352. [Google Scholar] [CrossRef]
- De Carvalho, M.; Scotto, M.; Lopes, A.; Swash, M. Clinical and Neurophysiological Evaluation of Progression in Amyotrophic Lateral Sclerosis. Muscle Nerve 2003, 28, 630–633. [Google Scholar] [CrossRef] [PubMed]
- Swash, M.; de Carvalho, M. The Neurophysiological Index in ALS. Amyotrophic Lateral Sclerosis and Other Motor Neuron Disorders 2004, 5 (SUPPL. 1), 108–110. [Google Scholar] [CrossRef]
- Oguz-Akarsu, E.; Sirin, N. G.; Kocasoy Orhan, E.; Erbas, B.; Dede, H. O.; Baslo, M. B.; Idrisoglu, H. A.; Oge, A. E. Repeater F-Waves in Amyotrophic Lateral Sclerosis: Electrophysiologic Indicators of Upper or Lower Motor Neuron Involvement? Clinical Neurophysiology 2020, 131, 96–105. [Google Scholar] [CrossRef]
- Oguz-Akarsu, E.; Sirin, N. G.; Artug, T.; Erbas, B.; Kocasoy Orhan, E.; Idrisoğlu, H. A.; Ketenci, A.; Baslo, M. B.; Oge, A. E. Automatic Detection of F Waves and F-MUNE in Two Types of Motor Neuron Diseases. Muscle Nerve 2022, 65, 422–432. [Google Scholar] [CrossRef]
- Kanai, K.; Kuwabara, S.; Misawa, S.; Tamura, N.; Ogawara, K.; Nakata, M.; Sawai, S.; Hattori, T.; Bostock, H. Altered Axonal Excitability Properties in Amyotrophic Lateral Sclerosis: Impaired Potassium Channel Function Related to Disease Stage. Brain 2006, 129, 953–962. [Google Scholar] [CrossRef] [PubMed]
- Bostock, H.; Sharief, M. K.; Reid, G.; Murray, N. M. F. Axonal Ion Channel Dysfunction in Amyotrophic Lateral Sclerosis. Brain 1995, 118, 217–225. [Google Scholar] [CrossRef] [PubMed]
- Lugg, A.; Schindle, M.; Sivak, A.; Tankisi, H.; Jones, K. E. Nerve Excitability Measured with the TROND Protocol in Amyotrophic Lateral Sclerosis: A Systematic Review and Meta-Analysis. J Neurophysiol 2023, 130, 1480–1491. [Google Scholar] [CrossRef]
- Rutkove, S. B.; Aaron, R.; Shiffman, C. A. Localized Bioimpedance Analysis in the Evaluation of Neuromuscular Disease. Muscle Nerve 2002, 25, 390–397. [Google Scholar] [CrossRef]
- Tarulli, A. W.; Garmirian, L. P.; Fogerson, P. M.; Rutkove, S. B. Localized Muscle Impedance Abnormalities in Amyotrophic Lateral Sclerosis. J Clin Neuromuscul Dis 2009, 10. [Google Scholar] [CrossRef] [PubMed]
- Rutkove, S. Electrical Impedance Myography as a Biomarker for ALS. Lancet Neurol 2009, 8. [Google Scholar] [CrossRef]
- Rutkove, S. B.; Caress, J. B.; Cartwright, M. S.; Burns, T. M.; Warder, J.; David, W. S.; Goyal, N.; Maragakis, N. J.; Clawson, L.; Benatar, M.; Usher, S.; Sharma, K. R.; Gautam, S.; Narayanaswami, P.; Raynor, E. M.; Watson, M. Lou; Shefner, J. M. Electrical Impedance Myography as a Biomarker to Assess ALS Progression. Amyotrophic Lateral Sclerosis 2012, 13, 439–445. [Google Scholar] [CrossRef]
- Shellikeri, S.; Yunusova, Y.; Green, J. R.; Pattee, G. L.; Berry, J. D.; Rutkove, S. B.; Zinman, L. Electrical Impedance Myography in the Evaluation of the Tongue Musculature in Amyotrophic Lateral Sclerosis. Muscle Nerve 2015, 52, 584–591. [Google Scholar] [CrossRef]
- Schooling, C. N.; Healey, T. J.; McDonough, H. E.; French, S. J.; McDermott, C. J.; Shaw, P. J.; Kadirkamanathan, V.; Alix, J. J. P. Tensor Electrical Impedance Myography Identifies Bulbar Disease Progression in Amyotrophic Lateral Sclerosis. Clinical Neurophysiology 2022, 139, 69–75. [Google Scholar] [CrossRef]
- Barker, A.; Freeston, I.; Jalinous, R.; Jarratt Sheffield, J. Non-Invasive Stimulation of Motor Pathways within the Brain Using Time-Varying Magnetic Fields. Electroencephalogr Clin Neurophysiol 1985. [Google Scholar] [CrossRef]
- Vucic, S.; Kiernan, M. C. Transcranial Magnetic Stimulation for the Assessment of Neurodegenerative Disease. Neurotherapeutics 2017, 14, 91–106. [Google Scholar] [CrossRef] [PubMed]
- Vucic, S.; Ziemann, U.; Eisen, A.; Hallett, M.; Kiernan, M. C. ranscranial Magnetic Stimulation and Amyotrophic Lateral Sclerosis: Pathophysiological Insights. Journal of Neurology, Neurosurgery and Psychiatry. BMJ Publishing Group 2013, pp 1161–1170. [CrossRef]
- Zanette, G.; Tamburin, S.; Manganotti, P.; Refatti, N.; Forgione, A.; Rizzuto, N. Different Mechanisms Contribute to Motor Cortex Hyperexcitability in Amyotrophic Lateral Sclerosis. Clinical Neurophysiology 2002, 113, 1688–1697. [Google Scholar] [CrossRef]
- Vucic, S.; Kiernan, M. C. Cortical Excitability Testing Distinguishes Kennedy’s Disease from Amyotrophic Lateral Sclerosis. Clinical Neurophysiology 2008, 119, 1088–1096. [Google Scholar] [CrossRef] [PubMed]
- Vucic, S.; Cheah, B. C.; Yiannikas, C.; Kiernan, M. C. Cortical Excitability Distinguishes ALS from Mimic Disorders. Clinical Neurophysiology 2011, 122, 1860–1866. [Google Scholar] [CrossRef] [PubMed]
- Vucic, S.; Kiernan, M. C. Novel Threshold Tracking Techniques Suggest That Cortical Hyperexcitability Is an Early Feature of Motor Neuron Disease. Brain 2006, 129, 2436–2446. [Google Scholar] [CrossRef]
- Suzuki, Y. I.; Shibuya, K.; Misawa, S.; Suichi, T.; Tsuneyama, A.; Kojima, Y.; Nakamura, K.; Kano, H.; Prado, M.; Aotsuka, Y.; Otani, R.; Morooka, M.; Kuwabara, S. Relationship between Motor Cortical and Peripheral Axonal Hyperexcitability in Amyotrophic Lateral Sclerosis. J Neurol Neurosurg Psychiatry 2022, 93, 1074–1079. [Google Scholar] [CrossRef]
- Otani, R.; Shibuya, K.; Suzuki, Y. I.; Suichi, T.; Morooka, M.; Aotsuka, Y.; Ogushi, M.; Kuwabara, S. Effects of Motor Cortical and Peripheral Axonal Hyperexcitability on Survival in Amyotrophic Lateral Sclerosis. J Neurol Neurosurg Psychiatry 2024, 1–7. [Google Scholar] [CrossRef]
- Higashihara, M.; Pavey, N.; Van Den Bos, M.; Menon, P.; Kiernan, M. C.; Vucic, S. Association of Cortical Hyperexcitability and Cognitive Impairment in Patients With Amyotrophic Lateral Sclerosis. Neurology 2021, 96, E2090–E2097. [Google Scholar] [CrossRef] [PubMed]
- Vucic, S.; Nicholson, G. A.; Kiernan, M. C. Cortical Hyperexcitability May Precede the Onset of Familial Amyotrophic Lateral Sclerosis. Brain 2008, 131, 1540–1550. [Google Scholar] [CrossRef]
- Vucic, S.; Lin, C. S. Y.; Cheah, B. C.; Murray, J.; Menon, P.; Krishnan, A. V.; Kiernan, M. C. Riluzole Exerts Central and Peripheral Modulating Effects in Amyotrophic Lateral Sclerosis. Brain 2013, 136, 1361–1370. [Google Scholar] [CrossRef] [PubMed]
- Timmins, H. C.; Vucic, S.; Kiernan, M. C. Cortical Hyperexcitability in Amyotrophic Lateral Sclerosis: From Pathogenesis to Diagnosis. Curr Opin Neurol 2023, 36, 353–359. [Google Scholar] [CrossRef] [PubMed]
- Weber, M.; Eisen, A. Peristimulus Time Histograms (PSTHs)-a Marker for Upper Motor Neuron Involvement in ALS? ALS and other motor neuron disorders 2000, S51–S55. [Google Scholar] [CrossRef]
- Eisen, A.; Entezari-Taher, M.; Stewart, H. Cortical Projections to Spinal Rnotoneurons: Changes with Aging and Amyotrophic Lateral Sclerosis. Neurology 1996, 46, 1396–1404. [Google Scholar] [CrossRef]
- Nakajima, M.; Eisen, A.; Stewart, H. Comparison of Corticomotoneuronal EPSPs and Macro-MUPs in Amyotrophic Lateral Sclerosis. Muscle Nerve 1998, 21, 18–24. [Google Scholar] [CrossRef]
- Eisen, A.; Nakajima, M.; Weber, M. Corticomotorneuronal Hyper-Excitability in Amyotrophic Lateral Sclerosis. J Neurol Sci 1998, 160, 64–68. [Google Scholar] [CrossRef]
- Iyer, P. M.; Egan, C.; Pinto-Grau, M.; Burke, T.; Elamin, M.; Nasseroleslami, B.; Pender, N.; Lalor, E. C.; Hardiman, O. Functional Connectivity Changes in Resting-State EEG as Potential Biomarker for Amyotrophic Lateral Sclerosis. PLoS One 2015, 10. [Google Scholar] [CrossRef]
- Iyer, P. M.; Mohr, K.; Broderick, M.; Gavin, B.; Burke, T.; Bede, P.; Pinto-Grau, M.; Pender, N. P.; McLaughlin, R.; Vajda, A.; Heverin, M.; Lalor, E. C.; Hardiman, O.; Nasseroleslami, B. Mismatch Negativity as an Indicator of Cognitive Sub-Domain Dysfunction in Amyotrophic Lateral Sclerosis. Front Neurol 2017, 8. [Google Scholar] [CrossRef] [PubMed]
- McMackin, R.; Dukic, S.; Costello, E.; Pinto-Grau, M.; Fasano, A.; Buxo, T.; Heverin, M.; Reilly, R.; Muthuraman, M.; Pender, N.; Hardiman, O.; Nasseroleslami, B. Localization of Brain Networks Engaged by the Sustained Attention to Response Task Provides Quantitative Markers of Executive Impairment in Amyotrophic Lateral Sclerosis. Cerebral Cortex 2020, 30, 4834–4846. [Google Scholar] [CrossRef]
- Proudfoot, M.; Rohenkohl, G.; Quinn, A.; Colclough, G. L.; Wuu, J.; Talbot, K.; Woolrich, M. W.; Benatar, M.; Nobre, A. C.; Turner, M. R. Altered Cortical Beta-Band Oscillations Reflect Motor System Degeneration in Amyotrophic Lateral Sclerosis. Hum Brain Mapp 2017, 38, 237–254. [Google Scholar] [CrossRef]
- Proudfoot, M.; Colclough, G. L.; Quinn, A.; Wuu, J.; Talbot, K.; Benatar, M.; Nobre, A. C.; Woolrich, M. W.; Turner, M. R. Increased Cerebral Functional Connectivity in ALS: A Resting-State Magnetoencephalography Study. Neurology 2018, 90, E1418–E1424. [Google Scholar] [CrossRef] [PubMed]
- Dukic, S.; McMackin, R.; Costello, E.; Metzger, M.; Buxo, T.; Fasano, A.; Chipika, R.; Pinto-Grau, M.; Schuster, C.; Hammond, M.; Heverin, M.; Coffey, A.; Broderick, M.; Iyer, P. M.; Mohr, K.; Gavin, B.; McLaughlin, R.; Pender, N.; Bede, P.; Muthuraman, M.; Van Den Berg, L. H.; Hardiman, O.; Nasseroleslami, B. Resting-State EEG Reveals Four Subphenotypes of Amyotrophic Lateral Sclerosis. Brain 2022, 145, 621–631. [Google Scholar] [CrossRef] [PubMed]


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