Sample size considerations in soft tissue biomechanics

被引:8
|
作者
Hammer, Niels [1 ,2 ,3 ,9 ]
Ondruschka, Benjamin [4 ]
Berghold, Andrea [5 ]
Kuenzer, Thomas [5 ]
Pregartner, Gudrun [5 ]
Scholze, Mario [6 ]
Schulze-Tanzil, Gundula Gesine [7 ]
Zwirner, Johann [4 ,8 ]
机构
[1] Med Univ Graz, Gottfried Schatz Res Ctr, Div Macroscop & Clin Anat, Graz, Austria
[2] Univ Leipzig, Dept Orthoped Trauma & Plast Surg, Leipzig, Germany
[3] Fraunhofer Inst Machine Tools & Forming Technol Dr, Div Biomechatron, Dresden, Germany
[4] Univ Med Ctr Hamburg Eppendorf, Inst Legal Med, Hamburg, Germany
[5] Med Univ Graz, Inst Med Informat Stat & Documentat, Graz, Austria
[6] Tech Univ Chemnitz, Inst Mat Sci & Engn, Chemnitz, Germany
[7] Paracelsus Med Univ, Nuremberg & Salzburg, Inst Anat & Cell Biol, D-90419 Nurnberg, Germany
[8] Univ Otago, Dept Oral Sci, Dunedin, New Zealand
[9] Med Univ Graz, Gottfries Schatz Res Ctr, Div Macroscop & Clin Anat, Auenbruggerpl 25, Graz, Austria
关键词
Biomechanical property; Conformity; Corridor of stability; Dura mater; Head; Human scalp skin; Morpho-mechanical parameter; Neurocranium; Sample size estimation; Tolerance level; Variation; HUMAN DURA-MATER; MECHANICAL-PROPERTIES; ANISOTROPY; FAILURE; POWER;
D O I
10.1016/j.actbio.2023.07.036
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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 vi -tal 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 prop-erties 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.(c) 2023 The Author(s). Published by Elsevier Ltd on behalf of Acta Materialia Inc. This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )
引用
收藏
页码:168 / 178
页数:11
相关论文
共 50 条
  • [1] Soft tissue biomechanics
    Smeathers, J.E.
    Wright, V.
    1600, MEP, Edmunds (208):
  • [2] Cartilage and soft tissue biomechanics
    Alan Grodzinsky
    Savio Woo
    Annals of Biomedical Engineering, 1997, 25 (1) : S - 74
  • [3] Computational methods for soft tissue biomechanics
    Usyk, TP
    McCulloch, AD
    BIOMECHANICS OF SOFT TISSUE IN CARDIOVASCULAR SYSTEMS, 2003, (441): : 273 - 342
  • [4] Elbow Biomechanics: Soft Tissue Stabilizers
    Kaufmann, Robert A.
    Wilps, Tyler
    Musahl, Volker
    Debski, Richard E.
    JOURNAL OF HAND SURGERY-AMERICAN VOLUME, 2020, 45 (02): : 140 - 147
  • [5] CONSIDERATIONS OF SAMPLE AND FEATURE SIZE
    FOLEY, DH
    IEEE TRANSACTIONS ON INFORMATION THEORY, 1972, 18 (05) : 618 - +
  • [6] Biomechanics of the soft tissue in repetitive motion disorders
    An, KN
    HUMAN BIOMECHANICS AND INJURY PREVENTION, 2000, : 231 - 234
  • [7] Power and Sample Size Considerations in Psychometrics
    Draxler, Clemens
    Kubinger, Klaus D.
    STATISTICS AND SIMULATION, IWS 8 2015, 2018, 231 : 39 - 51
  • [8] Sample size considerations for multilevel surveys
    Cohen, MP
    INTERNATIONAL STATISTICAL REVIEW, 2005, 73 (03) : 279 - 287
  • [9] Obtaining species: Sample size considerations
    McDonald, TL
    Birkes, DS
    Urquhart, NS
    ENVIRONMENTAL AND ECOLOGICAL STATISTICS, 1996, 3 (04) : 329 - 347
  • [10] Sample Size Considerations for Hierarchical Populations
    Abrahantes, Jose Cortinas
    Ferrara, Maria
    EFSA JOURNAL, 2013, 11 (07)