December 18, 2023
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Oscillatory vs. non-oscillatory subthalamic beta activity in Parkinson's disease

Publicated to: JOURNAL OF PHYSIOLOGY-LONDON. 602 (2): 373-395 - 2024-01-01 602(2), DOI: 10.1113/JP284768

Authors:

Pardo-Valencia, J; Fernandez-Garcia, C; Alonso-Frech, F; Foffani, G
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Affiliations

Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas - Author
Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas , Hospital Nacional de Paraplejicos , Hospital Universitario HM Puerta del Sur - Author
Escuela Técnica Superior de Ingenieros de Telecomunicación, Universidad Politécnica de Madrid - Author
Escuela Técnica Superior de Ingenieros de Telecomunicación, Universidad Politécnica de Madrid , Hospital Universitario HM Puerta del Sur - Author
HM Hosp, Hosp Univ HM Puerta Sur, HM CINAC Ctr Integral Neurociencias Abarca Campal, Madrid, Spain - Author
Hosp Clin San Carlos, San Carlos Res Hlth Inst IdISSC, Dept Neurol, Madrid, Spain - Author
Hosp Nacl Paraplej, SESCAM, Toledo, Spain - Author
Hospital Clínico San Carlos - Author
Hospital Clínico San Carlos , Hospital Universitario HM Puerta del Sur - Author
Hospital Nacional de Paraplejicos - Author
Hospital Universitario HM Puerta del Sur - Author
Inst Salud Carlos III, CIBERNED, Madrid, Spain - Author
Univ Politecn Madrid, Escuela Tecn Super Ingn Telecomunicac, Madrid, Spain - Author
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Abstract

Abstract: Parkinson's disease is characterized by exaggerated beta activity (13–35 Hz) in cortico-basal ganglia motor loops. Beta activity includes both periodic fluctuations (i.e. oscillatory activity) and aperiodic fluctuations reflecting spiking activity and excitation/inhibition balance (i.e. non-oscillatory activity). However, the relative contribution, dopamine dependency and clinical correlations of oscillatory vs. non-oscillatory beta activity remain unclear. We recorded, modelled and analysed subthalamic local field potentials in parkinsonian patients at rest while off or on medication. Autoregressive modelling with additive 1/f noise clarified the relationships between measures of beta activity in the time domain (i.e. amplitude and duration of beta bursts) or in the frequency domain (i.e. power and sharpness of the spectral peak) and oscillatory vs. non-oscillatory activity: burst duration and spectral sharpness are specifically sensitive to oscillatory activity, whereas burst amplitude and spectral power are ambiguously sensitive to both oscillatory and non-oscillatory activity. Our experimental data confirmed the model predictions and assumptions. We subsequently analysed the effect of levodopa, obtaining strong-to-extreme Bayesian evidence that oscillatory beta activity is reduced in patients on vs. off medication, with moderate evidence for absence of modulation of the non-oscillatory component. Finally, specifically the oscillatory component of beta activity correlated with the rate of motor progression of the disease. Methodologically, these results provide an integrative understanding of beta-based biomarkers relevant for adaptive deep brain stimulation. Biologically, they suggest that primarily the oscillatory component of subthalamic beta activity is dopamine dependent and may play a role not only in the pathophysiology but also in the progression of Parkinson's disease. (Figure presented.). Key points: Beta activity in Parkinson's disease includes both true periodic fluctuations (i.e. oscillatory activity) and aperiodic fluctuations reflecting spiking activity and synaptic balance (i.e. non-oscillatory activity). The relative contribution, dopamine dependency and clinical correlations of oscillatory vs. non-oscillatory beta activity remain unclear. Burst duration and spectral sharpness are specifically sensitive to oscillatory activity, while burst amplitude and spectral power are ambiguously sensitive to both oscillatory and non-oscillatory activity. Only the oscillatory component of subthalamic beta activity is dopamine-dependent. Stronger beta oscillatory activity correlates with faster motor progression of the disease.
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Keywords

basal gangliacerebral-cortexdopaminedopaminergiceegglobus-palliduslfpmovement-related changesnucleus neuronsoscillationsparkinsons-diseasepower spectraprimary motor cortexBasal gangliaBayes theoremDbsDeep brain stimulationDeep brain-stimulationDopamineDopaminergicEegHumansLfpOscillationsParkinson diseaseSubthalamic nucleus

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal JOURNAL OF PHYSIOLOGY-LONDON due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2024 there are still no calculated indicators, but in 2023, it was in position 10/87, thus managing to position itself as a Q1 (Primer Cuartil), in the category Physiology.

Independientemente del impacto esperado determinado por el canal de difusión, es importante destacar el impacto real observado de la propia aportación.

Según las diferentes agencias de indexación, el número de citas acumuladas por esta publicación hasta la fecha 2026-04-05:

  • WoS: 12
  • Scopus: 12
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Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2026-04-05:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 20.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 20 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 41.
  • The number of mentions on the social network X (formerly Twitter): 4 (Altmetric).
  • The number of mentions in news outlets: 4 (Altmetric).
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Leadership analysis of institutional authors

There is a significant leadership presence as some of the institution’s authors appear as the first or last signer, detailed as follows: First Author (PARDO VALENCIA, JESUS) .

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