Skip to main content
Top
Published in: Journal of Digital Imaging 5/2009

01-10-2009

Tarsal and Metatarsal Bone Mineral Density Measurement Using Volumetric Quantitative Computed Tomography

Authors: Paul K. Commean, Tao Ju, Lu Liu, David R. Sinacore, Mary K. Hastings, Michael J. Mueller

Published in: Journal of Imaging Informatics in Medicine | Issue 5/2009

Login to get access

Abstract

A new method for measuring bone mineral density (BMD) of the tarsal and metatarsals is described using volumetric quantitative computed tomography (VQCT) in subjects with diabetes mellitus and peripheral neuropathy. VQCT images of a single foot were acquired twice from eight subjects (mean age 51 [11 SD], seven males, one female). The cortical shells of the seven tarsal and five metatarsal bones were identified and semiautomatically segmented from adjacent bones. Volume and BMD of each bone were measured separately from the two acquired scans for each subject. Whole-bone semiautomatic segmentation measurement errors were determined as the root mean square coefficient of variation for the volume and BMD of 0.8% and 0.9%, respectively. In addition to the whole-bone segmentation methods, we performed atlas-based partitioning of subregions within the second metatarsal for all subjects, from which the volumes and BMDs were obtained for each subregion. The subregion measurement BMD errors (root mean square coefficient of variation) within the shaft, proximal end, and distal end were shown to vary by approximately 1% between the two scans of each subject. The new methods demonstrated large variations in BMDs between the 12 bones of the foot within a subject and between subjects, and between subregions within the second metatarsal. These methods can provide an important outcome measure for clinical research trials investigating the effects of interventions, aging, or disease progression on bone loss, or gain, in individual foot bones.
Literature
2.
go back to reference Biomarkers definitions working group: Commentary: Biomarkers and surrogate endpoints: preferred definitions and conceptual framework. Clin Pharmacol Ther 69(3):89–95, 2001CrossRef Biomarkers definitions working group: Commentary: Biomarkers and surrogate endpoints: preferred definitions and conceptual framework. Clin Pharmacol Ther 69(3):89–95, 2001CrossRef
3.
go back to reference Prior F, Commean PK, Ju T, Hastings MK, Hildebolt CF, Sinacore DR: Developing a biomarker for neuropathic arthropathy in diabetic patients. 2007 IEEE/NIH Life Science Systems and Applications Workshop (LISSA 2007) Prior F, Commean PK, Ju T, Hastings MK, Hildebolt CF, Sinacore DR: Developing a biomarker for neuropathic arthropathy in diabetic patients. 2007 IEEE/NIH Life Science Systems and Applications Workshop (LISSA 2007)
4.
go back to reference Bonnick SL: Bone Densitometry in Clinical Practice, Totowa, NJ: Humana Press, 2004 Bonnick SL: Bone Densitometry in Clinical Practice, Totowa, NJ: Humana Press, 2004
5.
go back to reference Genant HK, Engelke K, Fuerst T, et al: Noninvasive assessment of bone mineral and structure: state of the art. J Bone Miner Res 11:707–730, 1996PubMed Genant HK, Engelke K, Fuerst T, et al: Noninvasive assessment of bone mineral and structure: state of the art. J Bone Miner Res 11:707–730, 1996PubMed
6.
go back to reference Njeh CF, Genant HK: Bone loss: quantitative imaging techniques for assessing bone mass in rheumatoid arthritis. Arthritis Res 2(6):446–450, 2000PubMedCrossRef Njeh CF, Genant HK: Bone loss: quantitative imaging techniques for assessing bone mass in rheumatoid arthritis. Arthritis Res 2(6):446–450, 2000PubMedCrossRef
7.
go back to reference Jergas M, Breitenseher M, Gluer CC, Yu W, Genant HK: Estimates of volumetric bone density from projectional measurements improve the discriminatory capability of dual X-ray absorptiometry. J Bone Miner Res 10:1101–1110, 1995PubMed Jergas M, Breitenseher M, Gluer CC, Yu W, Genant HK: Estimates of volumetric bone density from projectional measurements improve the discriminatory capability of dual X-ray absorptiometry. J Bone Miner Res 10:1101–1110, 1995PubMed
8.
go back to reference Lang TF, Li J, Harris ST, Genant HK: Assessment of vertebral bone mineral density using volumetric quantitative CT. J Comput Assist Tomogr 23(1):130–7, 1999PubMedCrossRef Lang TF, Li J, Harris ST, Genant HK: Assessment of vertebral bone mineral density using volumetric quantitative CT. J Comput Assist Tomogr 23(1):130–7, 1999PubMedCrossRef
9.
go back to reference Mastmeyer A, Engelke K, Fuchs C, Kalender WA: A hierarchical 3D segmentation method and the definition of vertebral body coordinate systems for QCT of the lumbar spine. Med Image Anal 10(4):560–77, 2006PubMedCrossRef Mastmeyer A, Engelke K, Fuchs C, Kalender WA: A hierarchical 3D segmentation method and the definition of vertebral body coordinate systems for QCT of the lumbar spine. Med Image Anal 10(4):560–77, 2006PubMedCrossRef
10.
go back to reference Kang Y, Engelke K, Fuchs C, Kalender WA: An anatomic coordinate system of the femoral neck for highly reproducible BMD measurements using 3D QCT. Comput Med Imaging Graph 29(7):533–41, 2005PubMedCrossRef Kang Y, Engelke K, Fuchs C, Kalender WA: An anatomic coordinate system of the femoral neck for highly reproducible BMD measurements using 3D QCT. Comput Med Imaging Graph 29(7):533–41, 2005PubMedCrossRef
11.
go back to reference Ju T, Warren J, Eichele G, Thaller C, Chiu W, Carson J: A geometry database for gene expression data. In: Proceedings of Eurographics Symposium on Geometry Processing, pages 166–176, 2003 Ju T, Warren J, Eichele G, Thaller C, Chiu W, Carson J: A geometry database for gene expression data. In: Proceedings of Eurographics Symposium on Geometry Processing, pages 166–176, 2003
12.
go back to reference Fabrin J, Larsen K, Hostein PE: Long-term follow-up in diabetic Charcot feet with spontaneous onset. Diabetes Care 23(6):796–800, 2000PubMedCrossRef Fabrin J, Larsen K, Hostein PE: Long-term follow-up in diabetic Charcot feet with spontaneous onset. Diabetes Care 23(6):796–800, 2000PubMedCrossRef
13.
go back to reference Diamond JE, Mueller MJ, Delitto A, Sinacore DR: Reliability of a diabetic foot evaluation. Phys Ther 69:797–802, 1989PubMed Diamond JE, Mueller MJ, Delitto A, Sinacore DR: Reliability of a diabetic foot evaluation. Phys Ther 69:797–802, 1989PubMed
14.
go back to reference Lott DJ, Hastings MK, Commean PK, Smith KE, Mueller MJ: Effect of footwear and orthotic devices on stress reduction and soft tissue strain of the neuropathic foot. Clin Biomech 22(3):352–359, 2007CrossRef Lott DJ, Hastings MK, Commean PK, Smith KE, Mueller MJ: Effect of footwear and orthotic devices on stress reduction and soft tissue strain of the neuropathic foot. Clin Biomech 22(3):352–359, 2007CrossRef
15.
go back to reference Commean PK, Mueller MJ, Smith KE, et al: Reliability and validity of combined imaging and pressures assessment methods for diabetic feet. Arch Phys Med Rehabil 83:497–505, 2002PubMedCrossRef Commean PK, Mueller MJ, Smith KE, et al: Reliability and validity of combined imaging and pressures assessment methods for diabetic feet. Arch Phys Med Rehabil 83:497–505, 2002PubMedCrossRef
16.
go back to reference Mueller MJ, Smith KE, Commean PK, Robertson DD, Johnson JE: Use of computed tomography and plantar pressure measurement for management of neuropathic ulcers in patients with diabetes. Phys Ther 79:296–307, 1999PubMed Mueller MJ, Smith KE, Commean PK, Robertson DD, Johnson JE: Use of computed tomography and plantar pressure measurement for management of neuropathic ulcers in patients with diabetes. Phys Ther 79:296–307, 1999PubMed
17.
go back to reference Robb RA, Hanson DP, Karwoski RA, Larson AG, Workman EL, Stacy MC: Analyze: a comprehensive, operator-interactive software package for multidimensional medical image display and analysis. Comput Med Imaging Graph 13:433–454, 1989PubMedCrossRef Robb RA, Hanson DP, Karwoski RA, Larson AG, Workman EL, Stacy MC: Analyze: a comprehensive, operator-interactive software package for multidimensional medical image display and analysis. Comput Med Imaging Graph 13:433–454, 1989PubMedCrossRef
18.
go back to reference Robb RA: Three Dimensional Biomedical Imaging: Principles and Practice, New York: VCH Publishers, 1995 Robb RA: Three Dimensional Biomedical Imaging: Principles and Practice, New York: VCH Publishers, 1995
19.
go back to reference Fu KS, Mui JK: A survey on image segmentation. Pattern Recogn 13:3–16, 1981CrossRef Fu KS, Mui JK: A survey on image segmentation. Pattern Recogn 13:3–16, 1981CrossRef
20.
go back to reference Zijdenbos AP, Dawant BM: Brain segmentation and white matter lesion detection in MR images. Crit Rev Biomed Eng 22:401–465, 1994PubMed Zijdenbos AP, Dawant BM: Brain segmentation and white matter lesion detection in MR images. Crit Rev Biomed Eng 22:401–465, 1994PubMed
21.
go back to reference Sonka M, Fitzpatrick JM: Handbook of Medical Imaging: Medical Image Processing and Analysis. In (vol 2). Bellingham, WA: SPIE (The International Society for Optical Engineering), 2000 Sonka M, Fitzpatrick JM: Handbook of Medical Imaging: Medical Image Processing and Analysis. In (vol 2). Bellingham, WA: SPIE (The International Society for Optical Engineering), 2000
22.
go back to reference Russ JC: The Image Processing Handbook, 2nd Edition, Boca Raton, FL: CRC Press, 1995 Russ JC: The Image Processing Handbook, 2nd Edition, Boca Raton, FL: CRC Press, 1995
24.
go back to reference Hohne KH, Hanson WA: Interactive 3D segmentation of MRI and CT volumes using morphological operations. J Comput Assist Tomogr 16:285–294, 1992PubMedCrossRef Hohne KH, Hanson WA: Interactive 3D segmentation of MRI and CT volumes using morphological operations. J Comput Assist Tomogr 16:285–294, 1992PubMedCrossRef
25.
go back to reference Kalender WA, Klotz E, Suss C: Vertebral bone mineral analysis: an integrated approach with CT. Radiology 164:19–23, 1987 Kalender WA, Klotz E, Suss C: Vertebral bone mineral analysis: an integrated approach with CT. Radiology 164:19–23, 1987
26.
go back to reference Burroughs KE, Reimer CD, Fields KB: Lisfranc injury of the foot: a commonly missed diagnosis. Am Fam Physician 58:118–24, 1998PubMed Burroughs KE, Reimer CD, Fields KB: Lisfranc injury of the foot: a commonly missed diagnosis. Am Fam Physician 58:118–24, 1998PubMed
27.
go back to reference Robertson DD, Mueller MJ, Smith KE, Commean PK, Pilgram T, Johnson J: Forefoot structural change in individuals with diabetes and prior plantar ulcer. J Bone Jt Surg Am vol. (ed), 84–A(8):1395–1404, 2002 Robertson DD, Mueller MJ, Smith KE, Commean PK, Pilgram T, Johnson J: Forefoot structural change in individuals with diabetes and prior plantar ulcer. J Bone Jt Surg Am vol. (ed), 84–A(8):1395–1404, 2002
28.
go back to reference Schaefer S, Hakenberg J, Warren J: Smooth subdivision of tetrahedral meshes. In Proceedings of Eurographics Symposium on Geometry Processing, 2004, pages 151–158 Schaefer S, Hakenberg J, Warren J: Smooth subdivision of tetrahedral meshes. In Proceedings of Eurographics Symposium on Geometry Processing, 2004, pages 151–158
29.
go back to reference Garland M, Heckbert P: Surface Simplification Using Quadric Error Metrics. Proceedings of SIGGRAPH 97, 1997, pp. 209–216 Garland M, Heckbert P: Surface Simplification Using Quadric Error Metrics. Proceedings of SIGGRAPH 97, 1997, pp. 209–216
30.
go back to reference Shewchuk JR: Tetrahedral mesh generation by Delaunay refinement. In SCG’98: Proceedings of the fourteenth annual symposium on Computational geometry. ACM Press, New York, NY, USA, 1998, pages 86–95 Shewchuk JR: Tetrahedral mesh generation by Delaunay refinement. In SCG’98: Proceedings of the fourteenth annual symposium on Computational geometry. ACM Press, New York, NY, USA, 1998, pages 86–95
31.
go back to reference Gluer CC, Blake G, Lu Y, Blunt BA, Jergas M, Genant HK: Accurate assessment of precision errors: how to measure the reproducibility of bone densitometry techniques. Osteoporos Int 5(4):262–270, 1995PubMedCrossRef Gluer CC, Blake G, Lu Y, Blunt BA, Jergas M, Genant HK: Accurate assessment of precision errors: how to measure the reproducibility of bone densitometry techniques. Osteoporos Int 5(4):262–270, 1995PubMedCrossRef
32.
go back to reference Armstrong DG, Todd WF, Lavery LA, et al: The natural history of acute Charcot’s arthropathy in a diabetic foot specialty clinic. J Am Podiatr Med Assoc 87(6):272–278, 1997PubMed Armstrong DG, Todd WF, Lavery LA, et al: The natural history of acute Charcot’s arthropathy in a diabetic foot specialty clinic. J Am Podiatr Med Assoc 87(6):272–278, 1997PubMed
33.
go back to reference Schartz AV, Sellmeyer DE, Ensrud KE, et al: Older women with diabetes have an increased risk of fracture: a prospective study. J Clin Endocrinol Metab 86(1):32–38, 2001CrossRef Schartz AV, Sellmeyer DE, Ensrud KE, et al: Older women with diabetes have an increased risk of fracture: a prospective study. J Clin Endocrinol Metab 86(1):32–38, 2001CrossRef
34.
go back to reference Hasselman CT, Vogt MT, Stone KL, Cauley JA, Conti SF: Foot and ankle fractures in elderly white women: Incidence and risk factors. J Bone Jt Surg 85:820–824, 2003 Hasselman CT, Vogt MT, Stone KL, Cauley JA, Conti SF: Foot and ankle fractures in elderly white women: Incidence and risk factors. J Bone Jt Surg 85:820–824, 2003
35.
go back to reference Rosenthal DI, Ganott MA, Wyshak G, Slovik DM, Doppelt SH, Neer RM: Quantitative computed tomography for spinal density measurement. Factors affecting precision. Invest Radiol 20:306–310, 1985PubMedCrossRef Rosenthal DI, Ganott MA, Wyshak G, Slovik DM, Doppelt SH, Neer RM: Quantitative computed tomography for spinal density measurement. Factors affecting precision. Invest Radiol 20:306–310, 1985PubMedCrossRef
36.
go back to reference Graves VB, Wimmer R: Long-term reproducibility of quantitative computed tomography vertebral mineral measurements. J Comput Tomogr 9:73–76, 1985PubMedCrossRef Graves VB, Wimmer R: Long-term reproducibility of quantitative computed tomography vertebral mineral measurements. J Comput Tomogr 9:73–76, 1985PubMedCrossRef
37.
go back to reference Pouilles JM, Tremollieres F, Todorovsky N, Ribot C: Precision and sensitivity of dual-energy x-ray absorptiometry in spinal osteoporosis. J Bone Miner Res 6:997–1002, 1991PubMedCrossRef Pouilles JM, Tremollieres F, Todorovsky N, Ribot C: Precision and sensitivity of dual-energy x-ray absorptiometry in spinal osteoporosis. J Bone Miner Res 6:997–1002, 1991PubMedCrossRef
38.
go back to reference Lees B, Stevenson JC: An evaluation of dual-energy X-ray absorptiometry and comparison with dual-photon absorptiometry. Osteoporos Int 2:146–152, 1992PubMedCrossRef Lees B, Stevenson JC: An evaluation of dual-energy X-ray absorptiometry and comparison with dual-photon absorptiometry. Osteoporos Int 2:146–152, 1992PubMedCrossRef
39.
go back to reference Cann CE: Quantitative CT for determination of bone mineral density: a review. Radiology 166:509–522, 1988PubMed Cann CE: Quantitative CT for determination of bone mineral density: a review. Radiology 166:509–522, 1988PubMed
Metadata
Title
Tarsal and Metatarsal Bone Mineral Density Measurement Using Volumetric Quantitative Computed Tomography
Authors
Paul K. Commean
Tao Ju
Lu Liu
David R. Sinacore
Mary K. Hastings
Michael J. Mueller
Publication date
01-10-2009
Publisher
Springer-Verlag
Published in
Journal of Imaging Informatics in Medicine / Issue 5/2009
Print ISSN: 2948-2925
Electronic ISSN: 2948-2933
DOI
https://doi.org/10.1007/s10278-008-9118-z

Other articles of this Issue 5/2009

Journal of Digital Imaging 5/2009 Go to the issue