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一种在小鼠断指模型中使用微计算机断层扫描(microCT)数据半自动处理来分析再生骨质量的新方法。

A new approach to analyzing regenerated bone quality in the mouse digit amputation model using semi-automatic processing of microCT data.

作者信息

Hoffseth Kevin F, Simkin Jennifer, Busse Emily, Stewart Kennon, Watt James, Chapple Andrew, Hargrove Aaron, Sammarco Mimi C

机构信息

Department of Biological & Agricultural Engineering, Louisiana State University, 149 E.B. Doran Building, Baton Rouge, LA 70803, USA.

Department of Orthopaedic Surgery, Louisiana State University Health Sciences Center, New Orleans, 533 Bolivar Street, New Orleans, LA 70112, USA.

出版信息

Bone. 2021 Mar;144:115776. doi: 10.1016/j.bone.2020.115776. Epub 2020 Dec 2.

DOI:10.1016/j.bone.2020.115776
PMID:33276153
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7906109/
Abstract

Bone regeneration is a critical area of research impacting treatment of diseases such as osteoporosis, age-related decline, and orthopaedic implants. A crucial question in bone regeneration is that of bone architectural quality, or how "good" is the regenerated bone tissue structurally? Current methods address typical long bone architecture, however there exists a need for improved ability to quantify structurally relevant parameters of bone in non-standard bone shapes. Here we present a new analysis approach based on open-source semi-automatic methods combining image processing, solid modeling, and numerical calculations to analyze bone tissue at a more granular level using μCT image data from a mouse digit model of bone regeneration. Examining interior architecture, growth patterning, spatial mineral content, and mineral density distribution, these methods are then applied to two types of 6-month old mouse digits - 1) those prior to amputation injury (unamputated) and 2) those 42 days after amputation when bone has regenerated. Results show regenerated digits exhibit increased inner void fraction, decreased patterning, different patterns of spatial mineral distribution, and increased mineral density values when compared to unamputated bone. Our approach demonstrates the utility of this new analysis technique in assessment of non-standard bone models, such as the regenerated bone of the digit, and aims to bring a deeper level of analysis with an open-source, integrative platform to the greater bone community.

摘要

骨再生是一个关键的研究领域,对骨质疏松症、与年龄相关的衰退以及骨科植入物等疾病的治疗具有重要影响。骨再生中的一个关键问题是骨结构质量问题,即再生骨组织在结构上有多“好”?目前的方法针对的是典型的长骨结构,然而,对于量化非标准骨形状中与结构相关的骨参数,仍需要提高能力。在此,我们提出一种基于开源半自动方法的新分析方法,该方法结合图像处理、实体建模和数值计算,使用来自骨再生小鼠指骨模型的μCT图像数据,在更精细的层面上分析骨组织。通过检查内部结构、生长模式、空间矿物质含量和矿物质密度分布,这些方法随后应用于两种6个月大的小鼠指骨——1)截肢损伤前的指骨(未截肢)和2)截肢后42天骨已再生的指骨。结果表明,与未截肢的骨相比,再生指骨的内部孔隙率增加、模式减少、空间矿物质分布模式不同且矿物质密度值增加。我们的方法证明了这种新分析技术在评估非标准骨模型(如指骨的再生骨)中的实用性,旨在通过一个开源的综合平台为更广泛的骨科学界带来更深入的分析水平。

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A new approach to analyzing regenerated bone quality in the mouse digit amputation model using semi-automatic processing of microCT data.一种在小鼠断指模型中使用微计算机断层扫描(microCT)数据半自动处理来分析再生骨质量的新方法。
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2
Evaluating differences in Young's Modulus of regenerated and uninjured mouse digit bone through microCT density-based calculation and nanoindentation testing.通过 microCT 密度计算和纳米压痕测试评估再生和未受伤的小鼠趾骨杨氏模量的差异。
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3
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Mammalian Digit Tip Regeneration: Moving from Phenomenon to Molecular Mechanism.哺乳动物指尖再生:从现象到分子机制。
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本文引用的文献

1
The Bone Extracellular Matrix in Bone Formation and Regeneration.骨形成与再生中的骨细胞外基质
Front Pharmacol. 2020 May 26;11:757. doi: 10.3389/fphar.2020.00757. eCollection 2020.
2
Cellular Heterogeneity and Lineage Restriction during Mouse Digit Tip Regeneration at Single-Cell Resolution.单细胞分辨率下小鼠指尖再生过程中的细胞异质性和谱系限制
Dev Cell. 2020 Feb 24;52(4):525-540.e5. doi: 10.1016/j.devcel.2020.01.026.
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Sirtuin 3 deficiency does not impede digit regeneration in mice.Sirtuin 3 缺乏并不阻碍小鼠的趾再生。
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A network of trans-cortical capillaries as mainstay for blood circulation in long bones.长骨中以皮质毛细血管网为循环主干的血液供应。
Nat Metab. 2019 Feb;1(2):236-250. doi: 10.1038/s42255-018-0016-5. Epub 2019 Jan 21.
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High-resolution Imaging of the Human Cochlea through the Round Window by means of Optical Coherence Tomography.通过光相干断层扫描经圆窗对人耳蜗的高分辨率成像。
Sci Rep. 2019 Oct 3;9(1):14271. doi: 10.1038/s41598-019-50727-7.
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Extraction of gray-scale intensity distributions from micro computed tomography imaging for femoral cortical bone differentiation between low-magnesium and normal diets in a laboratory mouse model.从微计算机断层扫描成像中提取灰度强度分布,以区分低镁饮食和正常饮食的实验室小鼠模型中的股骨皮质骨。
Sci Rep. 2019 May 31;9(1):8135. doi: 10.1038/s41598-019-44610-8.
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Automated segmentation of knee bone and cartilage combining statistical shape knowledge and convolutional neural networks: Data from the Osteoarthritis Initiative.基于统计形状知识和卷积神经网络的膝关节骨和软骨自动分割:来自 Osteoarthritis Initiative 的数据。
Med Image Anal. 2019 Feb;52:109-118. doi: 10.1016/j.media.2018.11.009. Epub 2018 Nov 17.
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Direct vascular channels connect skull bone marrow and the brain surface enabling myeloid cell migration.直接的血管通道连接颅骨骨髓和脑表面,使髓样细胞能够迁移。
Nat Neurosci. 2018 Sep;21(9):1209-1217. doi: 10.1038/s41593-018-0213-2. Epub 2018 Aug 27.
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A new Python library to analyse skeleton images confirms malaria parasite remodelling of the red blood cell membrane skeleton.一个用于分析骨骼图像的新Python库证实了疟原虫对红细胞膜骨架的重塑。
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