Digital Topological Analysis of In Vivo Magnetic Resonance Microimages of Trabecular Bone Reveals Structural Implications of Osteoporosis

Osteoporosis is a disease characterized by bone volume loss and architectural deterioration. The majority of work aimed at evaluating the structural implications of the disease has been performed based on stereologic analysis of histomorphometric sections. Only recently noninvasive imaging methods h...

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Veröffentlicht in:Journal of bone and mineral research 2001-08, Vol.16 (8), p.1520-1531
Hauptverfasser: Wehrli, Felix W., Gomberg, Bryon R., Saha, Punam K., Song, Hee Kwon, Hwang, Scott N., Snyder, Peter J.
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container_end_page 1531
container_issue 8
container_start_page 1520
container_title Journal of bone and mineral research
container_volume 16
creator Wehrli, Felix W.
Gomberg, Bryon R.
Saha, Punam K.
Song, Hee Kwon
Hwang, Scott N.
Snyder, Peter J.
description Osteoporosis is a disease characterized by bone volume loss and architectural deterioration. The majority of work aimed at evaluating the structural implications of the disease has been performed based on stereologic analysis of histomorphometric sections. Only recently noninvasive imaging methods have emerged that provide sufficient resolution to resolve individual trabeculae. In this article, we apply digital topological analysis (DTA) to magnetic resonance microimages (μ‐MRI) of the radius obtained at 137 × 137 × 350 μm3 voxel size in a cohort of 79 women of widely varying bone mineral density (BMD) and vertebral deformity status. DTA is a new method that allows unambiguous determination of the three‐dimensional (3D) topology of each voxel in a trabecular bone network. The analysis involves generation of a bone volume fraction map, which is subjected to subvoxel processing to alleviate partial volume blurring, followed by thresholding and skeletonization. The skeletonized images contain only surfaces, profiles, curves, and their mutual junctions as the remnants of trabecular plates and rods after skeletonization. DTA parameters were compared with integral BMD in the lumbar spine and femur as well as MR‐derived bone volume fraction (BV/TV). Vertebral deformities were determined based on sagittal MRIs of the spine with a semiautomatic method and the number of deformities counted after threshold setting. DTA structural indices were found the strongest discriminators of subjects with deformities from those without deformities. Subjects with deformities (n = 29) had lower topological surface (SURF) density (p < 0.0005) and surface‐to‐curve ratio (SCR; a measure of the ratio of platelike to rodlike trabeculae; p < 0.0005) than those without. Profile interior (PI) density, a measure of intact trabecular rods, was also lower in the deformity group (p < 0.0001). These data provide the first in vivo evidence for the structural implications inherent in postmenopausal osteoporosis accompanying bone loss, that is, the conversion of trabecular plates to rods and disruption of rods due to repeated osteoclastic resorption.
doi_str_mv 10.1359/jbmr.2001.16.8.1520
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The majority of work aimed at evaluating the structural implications of the disease has been performed based on stereologic analysis of histomorphometric sections. Only recently noninvasive imaging methods have emerged that provide sufficient resolution to resolve individual trabeculae. In this article, we apply digital topological analysis (DTA) to magnetic resonance microimages (μ‐MRI) of the radius obtained at 137 × 137 × 350 μm3 voxel size in a cohort of 79 women of widely varying bone mineral density (BMD) and vertebral deformity status. DTA is a new method that allows unambiguous determination of the three‐dimensional (3D) topology of each voxel in a trabecular bone network. The analysis involves generation of a bone volume fraction map, which is subjected to subvoxel processing to alleviate partial volume blurring, followed by thresholding and skeletonization. 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Nmr spectrometry</subject><subject>Risk Factors</subject><subject>structure</subject><subject>topological analysis</subject><subject>trabecular bone</subject><subject>vertebral deformities</subject><issn>0884-0431</issn><issn>1523-4681</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2001</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkc1u1DAUhS0EokPhCZBQFohdgm_8E2eF2vLTqTqqVAa2luPcjFwl8WAnRfMIvDWezkhlR1fXi--cY51DyFugBTBRf7xrhlCUlEIBslAFiJI-I4t0WM6lgudkQZXiOeUMTsirGO8opVJI-ZKcAPC6VpVYkD-f3cZNps_Wfut7v3E2vc9G0--ii5nvsuWY_XT3PluZzYiTs9ktRj-a0WK2cjZ4N5gNPpDrYBq0c29Cdu5HTOA9mj5m36cw22kOyXg5bPuUMDk_Pkhu4oQpN_gU9pq86BKOb473lPz4-mV9cZlf33xbXpxd51aUSubYMtp20FglULZQGouV5FDWCLQSrOLKqgakEMih4RyUpKUVTdNSyTivOTslHw6-2-B_zRgnPbhose_NiH6OugKqKlrDf0GoagpSlQlkBzDVEWPATm9DqiXsNFC9n0rvp9L7qTRIrfR-qqR6d7SfmwHbR81xmwS8PwImplW6kEp38R9vBVCyhH06YL9dj7unROur89WtkCL9PnlI9hc5CrEI</recordid><startdate>200108</startdate><enddate>200108</enddate><creator>Wehrli, Felix W.</creator><creator>Gomberg, Bryon R.</creator><creator>Saha, Punam K.</creator><creator>Song, Hee Kwon</creator><creator>Hwang, Scott N.</creator><creator>Snyder, Peter J.</creator><general>John Wiley and Sons and The American Society for Bone and Mineral Research (ASBMR)</general><general>American Society for Bone and Mineral Research</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QP</scope><scope>7X8</scope></search><sort><creationdate>200108</creationdate><title>Digital Topological Analysis of In Vivo Magnetic Resonance Microimages of Trabecular Bone Reveals Structural Implications of Osteoporosis</title><author>Wehrli, Felix W. ; Gomberg, Bryon R. ; Saha, Punam K. ; Song, Hee Kwon ; Hwang, Scott N. ; Snyder, Peter J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5286-ed30df1bc85e6d12ace764129e10753748c8b1655e41b4418602c5bbd06344943</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2001</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Biological and medical sciences</topic><topic>Bone Density</topic><topic>Female</topic><topic>Femur - pathology</topic><topic>Humans</topic><topic>Image Processing, Computer-Assisted - methods</topic><topic>Investigative techniques, diagnostic techniques (general aspects)</topic><topic>Lumbar Vertebrae - pathology</topic><topic>magnetic resonance imaging</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Osteoarticular system. 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subjects Adult
Aged
Biological and medical sciences
Bone Density
Female
Femur - pathology
Humans
Image Processing, Computer-Assisted - methods
Investigative techniques, diagnostic techniques (general aspects)
Lumbar Vertebrae - pathology
magnetic resonance imaging
Magnetic Resonance Imaging - methods
Medical sciences
Middle Aged
Osteoarticular system. Muscles
Osteoporosis - pathology
Radiodiagnosis. Nmr imagery. Nmr spectrometry
Risk Factors
structure
topological analysis
trabecular bone
vertebral deformities
title Digital Topological Analysis of In Vivo Magnetic Resonance Microimages of Trabecular Bone Reveals Structural Implications of Osteoporosis
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