Functional connectivity analysis of multiplex muscle network across frequencies

Jennifer N. Kerkman, Andreas Daffertshofer, Leonardo L. Gollo, Michael Breakspear, Tjeerd W. Boonstra

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2 Citations (Scopus)

Abstract

Physiological networks reveal information about the interaction between subsystems of the human body. Here we investigated the interaction between the central nervous system and the musculoskeletal system by mapping functional muscle networks. Muscle networks were extracted using coherence analysis of muscle activity assessed using surface electromyography (EMG). Surface EMG was acquired from 36 muscles distributed throughout the body while participants were standing upright and performing a bimanual pointing task. Non-negative matrix factorization revealed functional connectivity in four frequency bands. The spatial arrangement differed considerably across frequencies supporting a multiplex network organisation. Graph-theory analysis of layer-specific network revealed a consistent fat-tail distribution of the edges weights, distinct efficiency values, and core-periphery properties. These frequency bands may be spectral fingerprints of different neural pathways that innervate the spinal motor neurons to control the musculoskeletal system.

Original languageEnglish
Title of host publication2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2017)
Subtitle of host publicationSmarter Technology for a Healthier World
EditorsNigel Lovell
Place of PublicationRed Hook, NY
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages1567-1570
Number of pages4
ISBN (Electronic)9781509028092
ISBN (Print)9781509028108
DOIs
Publication statusPublished - 14 Sep 2017
Externally publishedYes
EventInternational Conference of the IEEE Engineering in Medicine and Biology Society 2017 - Jeju Island, Korea, Republic of (South)
Duration: 11 Jul 201715 Jul 2017
Conference number: 39th
https://embc.embs.org/2017/
https://ieeexplore.ieee.org/xpl/conhome/8026122/proceeding (Proceedings)

Publication series

NameProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
ISSN (Print)1557-170X

Conference

ConferenceInternational Conference of the IEEE Engineering in Medicine and Biology Society 2017
Abbreviated titleEMBC 2017
Country/TerritoryKorea, Republic of (South)
CityJeju Island
Period11/07/1715/07/17
Internet address

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