Sample size considerations in soft tissue biomechanics.

Biomechanical property Conformity Corridor of stability Dura mater Head Human scalp skin Morpho-mechanical parameter Neurocranium Sample size estimation Tolerance level Variation

Journal

Acta biomaterialia
ISSN: 1878-7568
Titre abrégé: Acta Biomater
Pays: England
ID NLM: 101233144

Informations de publication

Date de publication:
01 10 2023
Historique:
received: 02 03 2023
revised: 12 07 2023
accepted: 23 07 2023
medline: 18 9 2023
pubmed: 31 7 2023
entrez: 30 7 2023
Statut: ppublish

Résumé

Biomechanical experiments help link tissue morphology with load-deformation characteristics. A tissue-dependent minimum sample number is indispensable to obtain accurate material properties. Stress-strain properties were retrieved from human dura mater and scalp skin, exemplifying two distinct soft tissues. Minimum sample sizes necessary for a stable estimation of material properties were obtained in a simulation study. One-thousand random samples were sequentially drawn for calculating the point at which a majority of the estimators settled within a corridor of stability at given tolerance levels around a 'complete' reference for the mean, median and coefficient of variation. Stable estimations of means and medians can be achieved below sample sizes of 30 at a ± 20%-tolerance within 80%-conformity for scalp skin and dura. Lower tolerance levels or higher conformity dramatically increase the required sample size. Conformity was barely ever reached for the coefficient of variation. The parameter type appears decisive for achieving conformity. STATEMENT OF SIGNIFICANCE: Biomechanical trials utilizing human tissues are needed to obtain material properties for surgical repair, tissue engineering and modeling purposes. Linking tissue mechanics with morphology helps elucidate form-function relationships, the 'morpho-mechanical link'. For material properties to be accurate, it is vital to examine a minimum number of samples. This number may vary between tissues, and the effects of intrinsic tissue characteristics on data accuracy are unclear to date. This study used data obtained from human dura and skin to compute minimum sample sizes required for estimating material properties at a stable level. It was shown that stable estimations are possible at a ± 20%-tolerance within 80%-conformity below sample sizes of 30. Higher accuracy warrants much higher sample sizes for most material properties.

Identifiants

pubmed: 37517620
pii: S1742-7061(23)00428-2
doi: 10.1016/j.actbio.2023.07.036
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

168-178

Informations de copyright

Copyright © 2023 The Author(s). Published by Elsevier Ltd.. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of Competing Interests The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Auteurs

Niels Hammer (N)

Division of Macroscopic and Clinical Anatomy, Gottfried Schatz Research Center, Medical University of Graz, Graz, Austria; Department of Orthopedic and Trauma Surgery, University of Leipzig, Leipzig, Germany; Division of Biomechatronics, Fraunhofer Institute for Machine Tools and Forming Technology Dresden, Germany. Electronic address: niels.hammer@medunigraz.at.

Benjamin Ondruschka (B)

Institute of Legal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.

Andrea Berghold (A)

Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Graz, Austria.

Thomas Kuenzer (T)

Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Graz, Austria.

Gudrun Pregartner (G)

Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Graz, Austria.

Mario Scholze (M)

Institute of Materials Science and Engineering, Chemnitz University of Technology, Chemnitz, Germany.

Gundula Gesine Schulze-Tanzil (GG)

Institute of Anatomy and Cell Biology, Paracelsus Medical University, Nuremberg and Salzburg, Nuremberg, Germany.

Johann Zwirner (J)

Institute of Legal Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; Department of Oral Sciences, University of Otago, Dunedin, New Zealand.

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