Personalized spatial recruitment model to motor unit type and number

被引:0
作者
Ines, Douania [1 ]
Laforet, Jeremy [1 ]
Sofiane, Boudaoud [1 ]
机构
[1] Alliance Sorbonne Univ, Univ Technol Compiegne, Ctr Rech Royallieu, CNRS,UMR Biomech & Bioengn 7338, F-60203 Compiegne, France
来源
2021 SIXTH INTERNATIONAL CONFERENCE ON ADVANCES IN BIOMEDICAL ENGINEERING (ICABME) | 2021年
关键词
Motor units; recruitment model; size and type order; mixed and reverse order; biceps brachii muscle; aging; BICEPS;
D O I
10.1109/ICABME53305.2021.9604890
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Efficient computational models should incorporate realistic features for reliable results when investigating specific scientific questions. The present study investigates how a useful and widely used Motor Unit (MU) pool recruitment model design impacts simulation results for a particular realistic case: aged Biceps Brachii (BB) muscle. This study: 1) examines how the use of generic MU recruitment model (Fuglevand model) can distort the recruitment rate of faster Motor Units (MUs) for aged BB muscle, and 2) proposes a new type-scaled model based on discrete property ranges for different MUs types. The results show that generic MU recruitment models confusing size and type of MUs can deliver a non-realistic recruitment behavior for particular cases: elderly people. Additionally, such models are not appropriate for mixed, reversed, and type-discrete recruitment orders observed in animal and human acquisitions. The new proposed model recruits higher number of fast MUs at higher force ranges than the orderly size recruitment. This aspect increases muscle efficiency with more realistic prediction of surface Electromyogram and force generated using models.
引用
收藏
页码:155 / 158
页数:4
相关论文
共 12 条
[1]   Analysis of the sEMG/force relationship using HD-sEMG technique and data fusion: A simulation study [J].
Al Harrach, Mariam ;
Carriou, Vincent ;
Boudaoud, Sofiane ;
Laforet, Jeremy ;
Marin, Frederic .
COMPUTERS IN BIOLOGY AND MEDICINE, 2017, 83 :34-47
[2]   The effects of model composition design choices on high-fidelity simulations of motoneuron recruitment and firing behaviors [J].
Allen, John M. ;
Elbasiouny, Sherif M. .
JOURNAL OF NEURAL ENGINEERING, 2018, 15 (03)
[3]   Multiscale Hill-type modeling of the mechanical muscle behavior driven by the neural drive in isometric conditions [J].
Carriou, Vincent ;
Boudaoud, Sofiane ;
Laforet, Jeremy ;
Mendes, Adriana ;
Canon, Francis ;
Guiraud, David .
COMPUTERS IN BIOLOGY AND MEDICINE, 2019, 115
[4]   Fast generation model of high density surface EMG signals in a cylindrical conductor volume [J].
Carriou, Vincent ;
Boudaoud, Sofiane ;
Laforet, Jeremy ;
Ayachi, Fouaz Sofiane .
COMPUTERS IN BIOLOGY AND MEDICINE, 2016, 74 :54-68
[5]   Hierarchical control of motor units in voluntary contractions [J].
De Luca, Carlo J. ;
Contessa, Paola .
JOURNAL OF NEUROPHYSIOLOGY, 2012, 107 (01) :178-195
[6]   Relationship Between Firing Rate and Recruitment Threshold of Motoneurons in Voluntary Isometric Contractions [J].
De Luca, Carlo J. ;
Hostage, Emily C. .
JOURNAL OF NEUROPHYSIOLOGY, 2010, 104 (02) :1034-1046
[7]  
Douania I., 2019, 2019 5 INT C ADV BIO, P1
[8]   MODELS OF RECRUITMENT AND RATE CODING ORGANIZATION IN MOTOR-UNIT POOLS [J].
FUGLEVAND, AJ ;
WINTER, DA ;
PATLA, AE .
JOURNAL OF NEUROPHYSIOLOGY, 1993, 70 (06) :2470-2488
[9]   FUNCTIONAL SIGNIFICANCE OF CELL SIZE IN SPINAL MOTONEURONS [J].
HENNEMAN, E ;
SOMJEN, G ;
CARPENTER, DO .
JOURNAL OF NEUROPHYSIOLOGY, 1965, 28 (03) :560-+
[10]   COMPARISON OF THE RECRUITMENT AND DISCHARGE PROPERTIES OF MOTOR UNITS IN HUMAN BRACHIAL BICEPS AND ADDUCTOR POLLICIS DURING ISOMETRIC CONTRACTIONS [J].
KUKULKA, CG ;
CLAMANN, HP .
BRAIN RESEARCH, 1981, 219 (01) :45-55