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Wearing SC, Hooper SL, Langton CM, Keiner M, Horstmann T, Crevier-Denoix N, Pourcelot P. The Biomechanics of Musculoskeletal Tissues during Activities of Daily Living: Dynamic Assessment Using Quantitative Transmission-Mode Ultrasound Techniques. Healthcare (Basel) 2024; 12:1254. [PMID: 38998789 PMCID: PMC11241410 DOI: 10.3390/healthcare12131254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 06/18/2024] [Accepted: 06/19/2024] [Indexed: 07/14/2024] Open
Abstract
The measurement of musculoskeletal tissue properties and loading patterns during physical activity is important for understanding the adaptation mechanisms of tissues such as bone, tendon, and muscle tissues, particularly with injury and repair. Although the properties and loading of these connective tissues have been quantified using direct measurement techniques, these methods are highly invasive and often prevent or interfere with normal activity patterns. Indirect biomechanical methods, such as estimates based on electromyography, ultrasound, and inverse dynamics, are used more widely but are known to yield different parameter values than direct measurements. Through a series of literature searches of electronic databases, including Pubmed, Embase, Web of Science, and IEEE Explore, this paper reviews current methods used for the in vivo measurement of human musculoskeletal tissue and describes the operating principals, application, and emerging research findings gained from the use of quantitative transmission-mode ultrasound measurement techniques to non-invasively characterize human bone, tendon, and muscle properties at rest and during activities of daily living. In contrast to standard ultrasound imaging approaches, these techniques assess the interaction between ultrasound compression waves and connective tissues to provide quantifiable parameters associated with the structure, instantaneous elastic modulus, and density of tissues. By taking advantage of the physical relationship between the axial velocity of ultrasound compression waves and the instantaneous modulus of the propagation material, these techniques can also be used to estimate the in vivo loading environment of relatively superficial soft connective tissues during sports and activities of daily living. This paper highlights key findings from clinical studies in which quantitative transmission-mode ultrasound has been used to measure the properties and loading of bone, tendon, and muscle tissue during common physical activities in healthy and pathological populations.
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Affiliation(s)
- Scott C. Wearing
- School of Medicine and Health, Technical University of Munich, 80992 Munich, Bavaria, Germany
| | - Sue L. Hooper
- School of Health, University of the Sunshine Coast, Sippy Downs, QLD 4556, Australia
| | - Christian M. Langton
- Griffith Centre of Rehabilitation Engineering, Griffith University, Southport, QLD 4222, Australia
| | - Michael Keiner
- Department of Exercise and Training Science, German University of Health and Sport, 85737 Ismaning, Bavaria, Germany
| | - Thomas Horstmann
- School of Medicine and Health, Technical University of Munich, 80992 Munich, Bavaria, Germany
| | | | - Philippe Pourcelot
- INRAE, BPLC Unit, Ecole Nationale Vétérinaire d’Alfort, 94700 Maisons-Alfort, France
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Maini L, Genovés V, Furrer R, Cesarovic N, Hierold C, Roman C. An in vitro demonstration of a passive, acoustic metamaterial as a temperature sensor with mK resolution for implantable applications. MICROSYSTEMS & NANOENGINEERING 2024; 10:8. [PMID: 38261856 PMCID: PMC10794229 DOI: 10.1038/s41378-023-00632-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 10/13/2023] [Accepted: 10/30/2023] [Indexed: 01/25/2024]
Abstract
Wireless medical sensors typically utilize electromagnetic coupling or ultrasound for energy transfer and sensor interrogation. Energy transfer and management is a complex aspect that often limits the applicability of implantable sensor systems. In this work, we report a new passive temperature sensing scheme based on an acoustic metamaterial made of silicon embedded in a polydimethylsiloxane matrix. Compared to other approaches, this concept is implemented without additional electrical components in situ or the need for a customized receiving unit. A standard ultrasonic transducer is used for this demonstration to directly excite and collect the reflected signal. The metamaterial resonates at a frequency close to a typical medical value (5 MHz) and exhibits a high-quality factor. Combining the design features of the metamaterial with the high-temperature sensitivity of the polydimethylsiloxane matrix, we achieve a temperature resolution of 30 mK. This value is below the current standard resolution required in infrared thermometry for monitoring postoperative complications (0.1 K). We fabricated, simulated, in vitro tested, and compared three acoustic sensor designs in the 29-43 °C (~302-316 K) temperature range. With this concept, we demonstrate how our passive metamaterial sensor can open the way toward new zero-power smart medical implant concepts based on acoustic interrogation.
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Affiliation(s)
- Lucrezia Maini
- Micro- and Nanosystems, Department of Mechanical and Process Engineering, ETH Zurich, Tannenstrasse 3, 8092 Zurich, Switzerland
| | - Vicente Genovés
- Translational Cardiovascular Technology, Department of Health Science and Technology, ETH Zurich, Leopold-Ruzicka-Weg 4, 8093 Zurich, Switzerland
| | - Roman Furrer
- Transport at Nanoscale Interfaces, Swiss Federal Laboratories for Materials Science and Technology, EMPA, Überlandstrasse 129, 8600 Dübendorf, Switzerland
| | - Nikola Cesarovic
- Translational Cardiovascular Technology, Department of Health Science and Technology, ETH Zurich, Leopold-Ruzicka-Weg 4, 8093 Zurich, Switzerland
- Department of Cardiothoracic and Vascular Surgery, Deutsches Herzzentrum der Charite (DHZC), 13353 Berlin, Germany
| | - Christofer Hierold
- Micro- and Nanosystems, Department of Mechanical and Process Engineering, ETH Zurich, Tannenstrasse 3, 8092 Zurich, Switzerland
| | - Cosmin Roman
- Micro- and Nanosystems, Department of Mechanical and Process Engineering, ETH Zurich, Tannenstrasse 3, 8092 Zurich, Switzerland
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Dovjak P, Iglseder B, Rainer A, Dovjak G, Weber M, Pietschmann P. Pulse-echo ultrasound measurement in osteoporosis screening: a pilot study in older patients. Aging Clin Exp Res 2023; 35:1221-1230. [PMID: 37093523 DOI: 10.1007/s40520-023-02404-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Accepted: 03/30/2023] [Indexed: 04/25/2023]
Abstract
BACKGROUND A mere 25% of patients who need treatment for osteoporosis receive appropriate therapy, partly due to the time-consuming and stressful diagnostic workup for older patients with functional decline. AIMS The purpose of the present study was to investigate the accuracy of pulse-echo ultrasound measurement of the lower leg for the detection of osteoporosis in older patients, and evaluate the effect of a proposed diagnostic algorithm. METHODS Cortical thickness and the so-called density index (DI) were measured prospectively on the lower leg with a pulse-echo ultrasound (PEUS) device. The accuracy of the device was compared with dual-energy X-ray absorptiometry (DXA) of the hip. We calculated algorithms combining FRAX® scores and PEUS measures as a guide for specific treatment of osteoporosis. RESULTS Three hundred and thirty-three patients aged on average 81 years (82.1% women, 275/333) were included in the study. The sensitivity of the ultrasound device versus DXA for the detection of osteoporosis was 94.4% (84/89), and the specificity was 59% (144/247). The gender-specific sensitivity was 96.2% (75/78) for women and 81.8% (9/11) for men. DISCUSSION Clinical decisions for the specific treatment of osteoporosis could be based on the proposed algorithm, without additional DXA measurements, in 90.9% (303/333) of the patients. CONCLUSION Older patients with a similar risk profile as in our study population may benefit from PEUS, as it is a non-invasive, cost-effective, and efficient diagnostic tool with high accuracy in screening patients for osteoporosis and the risk of fractures.
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Affiliation(s)
- Peter Dovjak
- Department of Acute Geriatrics, Salzkammergut Clinic Gmunden, Miller Von Aichholzstraße 49, 4810, Gmunden, Austria.
| | - Bernhard Iglseder
- Department of Geriatric Medicine, Christian Doppler Hospital, Paracelsus Medical University, Salzburg, Austria
| | - Anna Rainer
- Department of Acute Geriatrics, Salzkammergut Clinic Gmunden, Miller Von Aichholzstraße 49, 4810, Gmunden, Austria
| | - Gregor Dovjak
- Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Michael Weber
- Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Peter Pietschmann
- Institute of Pathophysiology and Allergy Research, Center for Pathophysiology, Infectiology and Immunology, Medical University of Vienna, Vienna, Austria
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Hoffmeister BK, Delahunt SI, Downey KL, Viano AM, Thomas DM, Georgiou LA, Gray AJ, Newman WR, Main EN, Pirro G. In Vivo Comparison of Backscatter Techniques for Ultrasonic Bone Assessment at the Femoral Neck. ULTRASOUND IN MEDICINE & BIOLOGY 2022; 48:997-1009. [PMID: 35282987 DOI: 10.1016/j.ultrasmedbio.2022.01.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Revised: 01/15/2022] [Accepted: 01/27/2022] [Indexed: 06/14/2023]
Abstract
Ultrasonic techniques are being developed to detect changes in cancellous bone caused by osteoporosis. The goal of this study was to test the relative in vivo performance of eight backscatter parameters developed over the last several years for ultrasonic bone assessment: apparent integrated backscatter (AIB), frequency slope of apparent backscatter (FSAB), frequency intercept of apparent backscatter (FIAB), normalized mean of the backscatter difference (nMBD), normalized slope of the backscatter difference (nSBD), normalized intercept of the backscatter difference (nIBD), normalized backscatter amplitude ratio (nBAR) and backscatter amplitude decay constant (BADC). Backscatter measurements were performed on the left and right femoral necks of 80 adult volunteers (age = 25 ± 11 y) using an imaging system equipped with a convex array transducer. For comparison, additional ultrasonic measurements were performed at the left and right heel using a commercially available heel-bone ultrasonometer that measured the stiffness index. Six of the eight backscatter parameters (all but nSBD and nIBD) exhibited similar and highly significant (p < 0.000001) left-right correlations (0.51 ≤ R ≤ 0.68), indicating sensitivity to naturally occurring variations in bone tissue. Left-right correlations for the stiffness index measured at the heel (R = 0.75) were not significantly better than those produced by AIB, FSAB and FIAB. The short-term precisions of AIB, nMBD, nBAR and BADC (7.8%-11.7%) were comparable to that of the stiffness index measured with the heel-bone ultrasonometer (7.5%).
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Affiliation(s)
| | | | - Kiera L Downey
- Department of Physics, Rhodes College, Memphis, Tennessee, USA
| | - Ann M Viano
- Department of Physics, Rhodes College, Memphis, Tennessee, USA
| | - Doni M Thomas
- Department of Physics, Rhodes College, Memphis, Tennessee, USA
| | | | - Aubrey J Gray
- Department of Physics, Rhodes College, Memphis, Tennessee, USA
| | - Will R Newman
- Department of Physics, Rhodes College, Memphis, Tennessee, USA
| | - Evan N Main
- Department of Physics, Rhodes College, Memphis, Tennessee, USA
| | - Gia Pirro
- Department of Physics, Rhodes College, Memphis, Tennessee, USA
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Estimation of Thickness and Speed of Sound for Transverse Cortical Bone Imaging Using Phase Aberration Correction Methods: An In Silico and Ex Vivo Validation Study. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12105283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Delay-and-sum (DAS) beamforming of backscattered echoes is used for conventional ultrasound imaging. Although DAS beamforming is well suited for imaging in soft tissues, refraction, scattering, and absorption, porous mineralized tissues cause phase aberrations of reflected echoes and subsequent image degradation. The recently developed refraction corrected multi-focus technique uses subsequent focusing of waves at variable depths, the tracking of travel times of waves reflected from outer and inner cortical bone interfaces, the estimation of the shift needed to focus from one interface to another to determine cortical thickness (Ct.Th), and the speed of sound propagating in a radial bone direction (Ct.ν11). The method was validated previously in silico and ex vivo on plate shaped samples. The aim of this study was to correct phase aberration caused by bone geometry (i.e., curvature and tilt with respect to the transducer array) and intracortical pores for the multi-focus approach. The phase aberration correction methods are based on time delay estimation via bone geometry differences to flat bone plates and via the autocorrelation and cross correlation of the reflected ultrasound waves from the endosteal bone interface. We evaluate the multi-focus approach by incorporating the phase aberration correction methods by numerical simulation and one experiment on a human tibia bone, and analyze the precision and accuracy of measuring Ct.Th and Ct.ν11. Site-matched reference values of the cortical thickness of the human tibia bone were obtained from high-resolution peripheral computed tomography. The phase aberration correction methods resulted in a more precise (coefficient of variation of 5.7%) and accurate (root mean square error of 6.3%) estimation of Ct.Th, and a more precise (9.8%) and accurate (3.4%) Ct.ν11 estimation, than without any phase aberration correction. The developed multi-focus method including phase aberration corrections provides local estimations of both cortical thickness and sound velocity and is proposed as a biomarker of cortical bone quality with high clinical potential for the prevention of osteoporotic fractures.
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Pulse-Echo Measurements of Bone Tissues. Techniques and Clinical Results at the Spine and Femur. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1364:145-162. [DOI: 10.1007/978-3-030-91979-5_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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7
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Clinical Devices for Bone Assessment. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1364:35-53. [DOI: 10.1007/978-3-030-91979-5_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Wear K. Scattering in Cancellous Bone. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1364:163-175. [DOI: 10.1007/978-3-030-91979-5_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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9
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Viano AM, Ankersen JP, Hoffmeister BK, Huang J, Fairbanks LC. Ultrasonic Bone Assessment: Ability of Apparent Backscatter Techniques to Detect Changes in the Microstructure of Human Cancellous Bone. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2021; 68:3309-3325. [PMID: 34138705 DOI: 10.1109/tuffc.2021.3090359] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Ultrasonic backscatter techniques may offer a useful approach for detecting changes in bone caused by osteoporosis. The goal of this study was to investigate how bone mineral density (BMD) and the microstructure of human cancellous bone affect three ultrasonic backscatter parameters that have been identified as potentially useful for ultrasonic bone assessment purposes: the apparent integrated backscatter (AIB), the frequency slope of apparent backscatter (FSAB), and the frequency intercept of apparent backscatter (FIAB). Ultrasonic measurements were performed with a 3.5-MHz broadband transducer on 54 specimens of human cancellous bone prepared from the proximal femur. Microstructural parameters and BMD were measured using X-ray microcomputed tomography (micro-CT). Relationships between AIB, FSAB, FIAB, and the micro-CT parameters were investigated using univariate and multivariate statistical analysis techniques. Moderate-to-strong univariate correlations were observed between the backscatter parameters and microstructure and BMD in many cases. The partial correlation analysis indicated that the backscatter parameters are dependent on microstructure independently of BMD in some cases. Multiple stepwise linear regression analysis used to generate multivariate models found that microstructure was a significant predictor of the backscatter parameters in most cases.
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van den Berg P, van Leerdam M, Schweitzer DH. Covid-19 given opportunity to use ultrasound in the plaster room to continue secondary fracture prevention care: A retrospective Fracture Liaison Service study. Int J Orthop Trauma Nurs 2021; 43:100899. [PMID: 34530196 PMCID: PMC8405233 DOI: 10.1016/j.ijotn.2021.100899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 08/09/2021] [Accepted: 08/28/2021] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Fracture Liaison Service (FLS) managed secondary fracture prevention services have been hampered during the COVID-19 pandemic. A challenging opportunity is to use pulse-echo ultrasound (P-EU) in the plaster room. The study had two objectives: can P-EU help our decision to justly avoid DXA/VFA scans in plaster treated women (50-70 years) after fracture and whether its use can encourage or nudge all plaster treated patients (>50 years) who need DXA/VFA scans. PATIENTS AND METHODS 1307 patients (cohort: pre-COVID-19) and 1056 patients (cohort: peri-COVID-19), each of them ≥ 50 years after recent fracture, were studied. Only in women aged 50-70 years, we used a P-EU decision threshold (DI) >= 0.896 g/cm2 to rule out further analysis by means of DXA/VFA. All other plaster patients received P-EU as part of patient information. Peri-Covid-19, all performed DXA/VFA scans were counted until three months post-study closure. By then each patient still waiting for a DXA/VFA had received a scan. RESULTS Peri-COVID-19, 69 out of 191 plaster-treated women aged 50-70 years were ruled out (36%), for plaster and not in-plaster treated women aged 50-70 years, it was 27%. Comparing all peri-to pre-COVID-19 plaster-treated women and men, a significant P-EU nudging effect was found (difference in proportions: 8.8%) P = .001. CONCLUSION The combination of patient information and P-EU in the plaster room is effective to reduce DXA/VFA scans and allow extra patients to undergo DXA/VFA. After all, more than a quarter of 50-70 years old women in plaster did not need to be scanned.
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Affiliation(s)
- Peter van den Berg
- Dept. of Orthopedics and Surgery, Fracture Liaison Service, Reinier de Graaf Gasthuis, Delft, the Netherlands.
| | | | - Dave H Schweitzer
- Dept. of Internal Medicine and Endocrinology, Reinier the Graaf Gasthuis, Delft, the Netherlands
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Adams JW, Zhang Z, Noetscher GM, Nazarian A, Makarov SN. Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening. IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE-JTEHM 2021; 9:4900907. [PMID: 34522471 PMCID: PMC8428761 DOI: 10.1109/jtehm.2021.3108575] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Revised: 07/08/2021] [Accepted: 07/27/2021] [Indexed: 01/13/2023]
Abstract
Objective: There is an unmet need for quick, physically small, and cost-effective office-based techniques that can measure bone properties without the use of ionizing radiation. Methods: The present study reports the application of a neural network classifier to the processing of previously collected data on very-low-power radiofrequency propagation through the wrist to detect osteoporotic/osteopenic conditions. Our approach categorizes the data obtained for two dichotomic groups. Group 1 included 27 osteoporotic/osteopenic subjects with low Bone Mineral Density (BMD), characterized by a Dual X-Ray Absorptiometry (DXA) T-score below – 1, measured within one year. Group 2 included 40 healthy and mostly young subjects without major clinical risk factors such as a (family) history of bone fracture. We process the complex radiofrequency spectrum from 30 kHz to 2 GHz. Instead of averaging data for both wrists, we process them independently along with the wrist circumference and then combine the results, which greatly increases the sensitivity. Measurements along with data processing require less than 1 min. Results: For the two dichotomic groups identified above, the neural network classifier of the radiofrequency spectrum reports a sensitivity of 83% and a specificity of 94%. Significance: These results are obtained without including any additional clinical risk factors. They justify that the radio transmission data are usable on their own as a predictor of bone density. This approach has the potential for screening patients at risk for fragility fractures in the office, given the ease of implementation, small device size, and low costs associated with both the technique and the equipment.
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Affiliation(s)
- Johnathan W Adams
- Department of Electrical and Computer EngineeringWorcester Polytechnic Institute Worcester MA 01609 USA
| | - Ziming Zhang
- Department of Electrical and Computer EngineeringWorcester Polytechnic Institute Worcester MA 01609 USA
| | - Gregory M Noetscher
- Department of Electrical and Computer EngineeringWorcester Polytechnic Institute Worcester MA 01609 USA.,Neva Electromagnetics LLC Yarmouth Port MA 02675 USA
| | - Ara Nazarian
- Musculoskeletal Translational Innovation InitiativeCarl J. Shapiro Department of Orthopaedic SurgeryBeth Israel Deaconess Medical Center, Harvard Medical School Boston MA 02215 USA.,Department of Orthopedic SurgeryYerevan State Medical University 0025 Yerevan Armenia
| | - Sergey N Makarov
- Department of Electrical and Computer EngineeringWorcester Polytechnic Institute Worcester MA 01609 USA.,Neva Electromagnetics LLC Yarmouth Port MA 02675 USA.,Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General HospitalHarvard Medical School Boston MA 02114 USA
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12
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Feng T, Zhu Y, Morris R, kozloff KM, Wang X. The feasibility study of the transmission mode photoacoustic measurement of human calcaneus bone in vivo. PHOTOACOUSTICS 2021; 23:100273. [PMID: 34745881 PMCID: PMC8552339 DOI: 10.1016/j.pacs.2021.100273] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 05/04/2021] [Accepted: 05/12/2021] [Indexed: 05/26/2023]
Abstract
The photoacoustic (PA) technique is uniquely positioned for biomedical applications primarily due to its ability to visualize optical absorption contrast in deep tissue at ultrasound resolution. In this work, via both three-dimensional (3D) numerical simulations and in vivo experiments on human subjects, we investigated the possibility of PA measurement of human calcaneus bones in vivo in a non-invasive manner, as well as its feasibility to differentiate osteoporosis patients from normal subjects. The results from the simulations and the experiments both demonstrated that, when one side of the heel is illuminated by laser with light fluence under the ANSI safety limit, the PA signal generated in the human calcaneus bone can be detected by an ultrasonic transducer at the other side of the heel (i.e. transmission mode). Quantitative power spectral analyses of the calcaneus bone PA signals were also conducted, demonstrating that the microarchitectural changes in calcaneus bone due to osteoporosis can be detected, as reflected by enhanced high frequency components in detected PA bone signal. Further statistical analysis of the experimental results from 10 osteoporosis patients and 10 healthy volunteers showed that the weighted frequency as a quantified PA spectral parameter can differentiate the two subject groups with statistical significance.
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Affiliation(s)
- Ting Feng
- Department of Biomedical Engineering, University of Michigan Medical School, MI 48109, USA
| | - Yunhao Zhu
- Department of Biomedical Engineering, University of Michigan Medical School, MI 48109, USA
| | | | - Kenneth M. kozloff
- Department of Biomedical Engineering, University of Michigan Medical School, MI 48109, USA
- Department of Orthopaedic Surgery, University of Michigan Medical School, MI 48109, USA
| | - Xueding Wang
- Department of Biomedical Engineering, University of Michigan Medical School, MI 48109, USA
- Department of Radiology, University of Michigan Medical School, MI 48109, USA
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Bi D, Dai Z, Liu D, Wu F, Liu C, Li Y, Li B, Li Z, Li Y, Ta D. Ultrasonic Backscatter Measurements of Human Cortical and Trabecular Bone Densities in a Head-Down Bed-Rest Study. ULTRASOUND IN MEDICINE & BIOLOGY 2021; 47:2404-2415. [PMID: 34052063 DOI: 10.1016/j.ultrasmedbio.2021.04.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 03/24/2021] [Accepted: 04/02/2021] [Indexed: 06/12/2023]
Abstract
This study aims to investigate the feasibility of quantitative ultrasonic backscatter in evaluating human cortical and trabecular bone densities in vivo based on a head-down-tilt bed rest study, with 36 participants tested through 90 d of bed rest and 180 d of recovery. Backscatter measurements were performed using an ultrasonic backscatter bone diagnostic instrument. Backscatter parameters were calculated with a dynamic signal-of-interest method, which was proposed to ensure the same ultrasonic interrogated volume in cortical and trabecular bones. The backscatter parameters exhibited significant correlations with site-matched bone densities provided by high-resolution peripheral quantitative computed tomography (0.33 < |R| < 0.72, p < 0.05). Some bone densities and backscatter parameters exhibited significant changes after the 90-d bed rest. The proposed method can be used to characterize bone densities, and the portable ultrasonic backscatter bone diagnostic device might be used to non-invasively reveal mean bone loss (across a group of people) after long-term bed rest and microgravity conditions of spaceflight missions.
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Affiliation(s)
- Dongsheng Bi
- Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, China
| | - Zhongquan Dai
- State Key Laboratory of Space Medicine Fundamentals and Application, China Astronaut Research and Training Center, Beijing, China
| | - Duwei Liu
- Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, China
| | - Feng Wu
- State Key Laboratory of Space Medicine Fundamentals and Application, China Astronaut Research and Training Center, Beijing, China
| | - Chengcheng Liu
- Academy for Engineering and Technology, Fudan University, Shanghai, China
| | - Ying Li
- Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, China
| | - Boyi Li
- Academy for Engineering and Technology, Fudan University, Shanghai, China
| | - Zhili Li
- State Key Laboratory of Space Medicine Fundamentals and Application, China Astronaut Research and Training Center, Beijing, China
| | - Yinghui Li
- State Key Laboratory of Space Medicine Fundamentals and Application, China Astronaut Research and Training Center, Beijing, China
| | - Dean Ta
- Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, China; Academy for Engineering and Technology, Fudan University, Shanghai, China.
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Abstract
A bone fractures when a force applied to it exceeds its strength. Assessment of bone strength is an important component in determining the risk of fracture and guiding treatment decisions. Dual-energy X-ray absorptiometry is used to diagnosis osteoporosis, estimate fracture risk, and monitor changes in bone density. Fracture risk algorithms provide enhanced fracture risk predictability. Advanced technologies with computed tomography (CT) and MRI can measure parameters of bone microarchitecture. Mathematical modeling using CT data can evaluate the behavior of bone structures in response to external loading. Microindentation techniques directly measure the strength of outer bone cortex.
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Affiliation(s)
- E Michael Lewiecki
- New Mexico Clinical Research & Osteoporosis Center, 300 Oak Street Northeast, Albuquerque, NM 87106, USA.
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15
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Lewiecki EM. Pulse-echo Ultrasound Identifies Caucasian and Hispanic Women at Risk for Osteoporosis. J Clin Densitom 2021; 24:175-182. [PMID: 32527649 DOI: 10.1016/j.jocd.2020.04.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 04/04/2020] [Accepted: 04/06/2020] [Indexed: 11/21/2022]
Abstract
BACKGROUND Pulse-echo ultrasonography (PEUS) is a novel ultrasound method that measures the thickness of cortical bone at peripheral skeletal sites with a handheld device connected to a personal computer using proprietary software. Previous studies have shown a significant correlation between density index (DI), a PEUS-derived parameter, and bone mineral density (BMD) measured by dual-energy X-ray absorptiometry at the hip. DI thresholds that discriminate patients likely to have osteoporosis with 90% sensitivity and 90% specificity have been established in a population of Caucasian women in Finland and validated in a study of predominately Caucasian women in the state of Minnesota in the USA. The DI thresholds have not previously been evaluated in non-Caucasian populations. METHODOLOGY This study aimed to determine whether previously established DI thresholds in Caucasian women require adjustment in Hispanic women. PEUS measurements at the proximal tibia and dual-energy X-ray absorptiometry BMD at the hip were evaluated in Caucasian and Hispanic women at a single investigative site in Albuquerque, New Mexico, USA. DI was calculated for each patient and compared with BMD. The performance of DI threshold values for these populations was compared. RESULTS The study enrolled 293 postmenopausal women (153 Caucasian, 140 Hispanic) with and without osteoporosis. The sensitivity and specificity for DI thresholds to distinguish women with total hip or femoral neck T-score ≤ -2.5 or > -2.5 was similar in Caucasians (sensitivity 80%, specificity 86%) and Hispanics (sensitivity 80%, specificity 91%). CONCLUSIONS The findings of this study confirm the utility of previously established DI thresholds to identify women who are likely or unlikely to have osteoporosis and suggest that the same thresholds can be used for postmenopausal Caucasian and Hispanic women.
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Affiliation(s)
- E Michael Lewiecki
- New Mexico Clinical Research & Osteoporosis Center, Albuquerque, NM, USA.
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Roncen R, Fellah ZEA, Ogam E. Bayesian inference of human bone sample properties using ultrasonic reflected signals. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2020; 148:3797. [PMID: 33379902 DOI: 10.1121/10.0002878] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Accepted: 11/15/2020] [Indexed: 06/12/2023]
Abstract
The non-intrusiveness and low cost of ultrasonic interrogation is motivating the development of new means of detection of osteoporosis and other bone deficiencies. Bone is a porous media saturated with a viscous fluid and could thus be well characterized by the Biot model. The main purpose of this work is to present an in vitro methodology for the identification of the properties and structural parameters of the bone, adopting a statistical Bayesian inference technique using ultrasonic reflected signals at normal incidence. It is, in this respect, a companion paper to a previous work [J. Acoust. Soc. Am. 146, 3 (2019), pp. 1629-1640], where ultrasonic transmitted signals were considered. This approach allows the retrieval of some important parameters that characterize the bone structure and associated uncertainties. The method was applied to seven samples of bone extracted from femoral heads, immersed in water, and exposed to ultrasonic signals with a center frequency of ≈500 kHz. For all seven samples, signals at different sites were acquired to check the method robustness. The porosity, pore mean size and standard deviation, and the porous frame bulk modulus were all successfully identified using only ultrasonic reflected signals.
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Affiliation(s)
- R Roncen
- ONERA/Département Multi-Physique pour l'Énergétique, Université de Toulouse, F-31055, Toulouse, France
| | - Z E A Fellah
- Laboratoire de Mécanique et d'Acoustique, Centre National de la Recherche Scientifique, Unité Mixte de Recherche 7031, Aix-Marseille Université, Centrale Marseille, F-13402 Marseille Cedex 20, France
| | - E Ogam
- Laboratoire de Mécanique et d'Acoustique, Centre National de la Recherche Scientifique, Unité Mixte de Recherche 7031, Aix-Marseille Université, Centrale Marseille, F-13402 Marseille Cedex 20, France
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A Combined Ultrasonic Backscatter Parameter for Bone Status Evaluation in Neonates. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2020; 2020:3187268. [PMID: 32411279 PMCID: PMC7211244 DOI: 10.1155/2020/3187268] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Accepted: 03/30/2020] [Indexed: 11/18/2022]
Abstract
Metabolic bone disease (MBD) is one of the major complications of prematurity. Ultrasonic backscatter technique has the potential to be a portable and noninvasive method for early diagnosis of MBD. This study firstly applied CAS to neonates, which was defined as a linear combination of the apparent integrated backscatter coefficient (AIB) and spectral centroid shift (SCS). The objective was to evaluate the feasibility of ultrasonic backscatter technique for assessing neonatal bone health using AIB, SCS, and CAS. Ultrasonic backscatter measurements at 3.5 MHz, 5.0 MHz, and 7.5 MHz were performed on a total of 505 newborns within 48 hours after birth. The values of backscatter parameters were calculated and compared among gestational age groups. Correlations between backscatter parameters, gestational age, anthropometric indices, and biochemical markers were analyzed. The optimal predicting models for CAS were determined. The results showed term infants had lower SCS and higher AIB and CAS than preterm infants. Gestational age and anthropometric indices were negatively correlated with SCS (|r| = 0.45 – 0.57, P < 0.001), and positively correlated with AIB (|r| = 0.36 – 0.60, P < 0.001) and CAS (|r| = 0.56 – 0.69, P < 0.001). Biochemical markers yielded weak or nonsignificant correlations with backscatter parameters. CAS had relatively stronger correlations with the neonatal variables than AIB and SCS. At 3.5 MHz and 5.0 MHz, only gestational age (P < 0.001) independently contributed to the measurements of CAS, and could explain up to 40.5% – 44.3% of CAS variation. At 7.5 MHz, the combination of gestational age (P < 0.001), head circumference (P = 0.002), and serum calcium (P = 0.037) explained up to 40.3% of CAS variation. This study suggested ultrasonic backscatter technique was feasible to evaluate neonatal bone status. CAS was a promising parameter to provide more information about bone health than AIB or SCS alone.
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18
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van den Berg P, Schweitzer DH, van Haard PMM, Geusens PP, van den Bergh JP. The use of pulse-echo ultrasound in women with a recent non-vertebral fracture to identify those without osteoporosis and/or a subclinical vertebral fracture: a pilot study. Arch Osteoporos 2020; 15:56. [PMID: 32291527 DOI: 10.1007/s11657-020-00730-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2019] [Accepted: 03/23/2020] [Indexed: 02/03/2023]
Abstract
UNLABELLED A pilot study on the use of P-EU to identify patients without osteoporosis and/or a subclinical vertebral fracture after a recently sustained non-vertebral fracture (NVF). INTRODUCTION Screening with portable devices at emergency departments or plaster rooms could be of interest to limit referrals for dual X-ray absorptiometry (DXA) and vertebral fracture assessment (VFA). We calculated the number of negative tests for osteoporosis and/or subclinical vertebral fractures (VFs) using pulse-echo ultrasonometry (P-UE) at different thresholds. PATIENTS AND METHODS In this cross-sectional study, 209 consecutive women of 50-70 years with a recent non-vertebral fracture (NVF) were studied at the Fracture Liaison Service (FLS) of one hospital. All women received DXA/VFA and P-EU (Bindex®) assessments. Various P-EU thresholds (based on the density index (DI, g/cm2)) were analyzed to calculate the best balance between true negative (indeed no osteoporosis and/or subclinical VF) and false negative tests (osteoporosis and/or subclinical VF according to DXA/VFA). RESULTS Eighty-three women had osteoporosis (40%) and 17 women at least one VF (8%). Applying the manufacturer's recommended P-EU threshold (DI 0.844 g/cm2) being their proposed cut-off for not having hip osteoporosis resulted in 77 negative tests (37%, 31% true negative and 6% false negative tests). A DI of 0.896 g/cm2 resulted in 40 negative tests (19.3%) (38 true negative (18.3%) and 2 false negative tests (1.0%)). CONCLUSION The application of P-EU enables the identification of a substantial proportion of women with recent non-vertebral fractures at the FLS who would not need a DXA/VFA referral because they had no osteoporosis and/or subclinical vertebral fractures. The most conservative P-EU threshold resulted in 18.3% true negative tests verified by DXA/VFA against 1% false negative test results.
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Affiliation(s)
- Peter van den Berg
- Department of Orthopedics and Surgery, Fracture Liaison Service, Reinier de Graaf Gasthuis, Delft, the Netherlands.
| | - Dave H Schweitzer
- Department of Internal Medicine and Endocrinology, Reinier the Graaf Gasthuis, Delft, the Netherlands
| | - Paul M M van Haard
- Department of Medical Laboratories, Association of Clinical Chemistry, Reinier the Graaf Gasthuis, Delft, the Netherlands
| | - Piet P Geusens
- Department of Internal Medicine, Subdivision Rheumatology, Maastricht University Medical Center, Maastricht, the Netherlands
- Hasselt University, Hasselt, Belgium
| | - Joop P van den Bergh
- Department of Internal Medicine, Subdivision Rheumatology, Maastricht University Medical Center, Maastricht, the Netherlands
- Hasselt University, Hasselt, Belgium
- Department of Internal Medicine, VieCuri Medical Centre Noord-Limburg and Department of Internal Medicine, Subdivision Rheumatology, Maastricht University Medical Center, Maastricht, the Netherlands
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19
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Nguyen Minh H, Du J, Raum K. Estimation of Thickness and Speed of Sound in Cortical Bone Using Multifocus Pulse-Echo Ultrasound. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2020; 67:568-579. [PMID: 31647428 DOI: 10.1109/tuffc.2019.2948896] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Most bone loss during the development of osteoporosis occurs in cortical bone at the peripheral skeleton. Decreased cortical thickness (Ct.Th) and the prevalence of large pores at the tibia are associated with reduced bone strength at the hip. Ct.Th and cortical sound velocity, i.e., a surrogate marker for changes of cortical porosity (Ct.Po), are key biomarkers for the identification of patients at high fracture risk. In this study, we have developed a method using a conventional ultrasound array transducer to determine thickness (Ct.Th) and the compressional sound velocity propagating in the radial bone direction (Ct. ν11 ) using a refraction-corrected multifocus imaging approach. The method was validated in-silico on porous bone plate models using a 2-D finite-difference time-domain method and ex vivo on plate-shaped plastic reference materials and on plate-shaped cortical bovine tibia samples. Plane-wave pulse-echo measurements provided reference values to assess precision and accuracy of our method. In-silico results revealed the necessity to account for inclination-dependent transmission losses at the bone surface. Moreover, the dependence of Ct. ν11 on both porosity and pore density was observed. Ct.Th and Ct. ν11 obtained ex vivo showed a high correlation ) with reference values. The ex-vivo accuracy and precision for Ct. ν11 were 29.9 m/s and 0.94%, respectively, and those for Ct.Th were 0.04 mm and 1.09%, respectively. In conclusion, this numerical and experimental study demonstrates an accurate and precise estimation of Ct.Th and Ct. ν11 . The developed multifocus technique may have high clinical potential to improve fracture risk prediction using noninvasive and nonionizing conventional ultrasound technology with image guidance.
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20
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Makarov SN, Noetscher GM, Arum S, Rabiner R, Nazarian A. Concept of a Radiofrequency Device for Osteopenia/Osteoporosis Screening. Sci Rep 2020; 10:3540. [PMID: 32103042 PMCID: PMC7044313 DOI: 10.1038/s41598-020-60173-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2019] [Accepted: 02/06/2020] [Indexed: 01/19/2023] Open
Abstract
Osteoporosis represents a major health problem, resulting in substantial increases in health care costs. There is an unmet need for a cost-effective technique that can measure bone properties without the use of ionizing radiation. The present study reports design, construction, and testing of a safe, and easy to use radiofrequency device to detect osteoporotic bone conditions. The device uses novel on-body antennas contacting the human wrist under an applied, operator-controlled pressure. For the dichotomous diagnostic test, we selected 60 study participants (23-94 years old, 48 female, 12 male) who could be positively differentiated between healthy and osteopenic/osteoporotic states. The band-limited integral of the transmission coefficient averaged for both wrists, multiplied by age, and divided by BMI has been used as an index. For a 100 MHz frequency band centered about 890-920 MHz, the maximum Youden's J index is 81.5%. Both the sensitivity and specificity simultaneously reach 87% given the calibration device threshold tolerance of ±3%. Our approach correlates well with the available DXA measurements and has the potential for screening patients at risk for fragility fractures, given the ease of implementation and low costs associated with both the technique and the equipment. The inclusion of radiofrequency transmission data does add supplementary useful information to the available clinical risk factors.
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Affiliation(s)
- Sergey N Makarov
- ECE Dept., Worcester Polytechnic Institute, Worcester, MA, 01609, USA.
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA.
- Neva Electromagnetics, LLC., Yarmouth Port, MA, 02675, USA.
| | - Gregory M Noetscher
- ECE Dept., Worcester Polytechnic Institute, Worcester, MA, 01609, USA
- Neva Electromagnetics, LLC., Yarmouth Port, MA, 02675, USA
| | - Seth Arum
- Alnylam Pharmaceuticals, Cambridge, MA, 02412, USA
| | | | - Ara Nazarian
- Center for Advanced Orthopaedic Studies, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, 02215, USA
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21
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Liu C, Li B, Li Y, Mao W, Chen C, Zhang R, Ta D. Ultrasonic Backscatter Difference Measurement of Bone Health in Preterm and Term Newborns. ULTRASOUND IN MEDICINE & BIOLOGY 2020; 46:305-314. [PMID: 31791554 DOI: 10.1016/j.ultrasmedbio.2019.10.021] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Revised: 10/24/2019] [Accepted: 10/26/2019] [Indexed: 06/10/2023]
Abstract
Metabolic bone disease of prematurity remains a significant problem for preterm infants. Quantitative ultrasound (QUS) has potential as a non-invasive tool for assessing bone health of newborns. The aim of this study was to assess bone health in preterm and term newborns using ultrasonic backscatter difference measurement. This study analyzed a total of 493 neonates, including 239 full-term infants (gestational age [GA] >37 wk), 201 preterm I infants (GA: 32-37 wk) and 53 extreme preterm II infants (GA <32 wk). Ultrasonic backscatter measurements were performed on the calcaneus of infants at birth, and the normalized mean of the backscatter difference spectrum (nMBD) was calculated as an ultrasonic index of neonatal bone status. Simple and multiple linear regressions were performed to determine the association of ultrasonic nMBD with GA, anthropometric characteristics and biochemical markers. Statistically significant differences in GA, anthropometric characteristics (birth weight, birth length [BL], birth head circumference and body mass index [BMI]) and biochemical markers (alkaline phosphatase, serum calcium and serum phosphate) were observed among preterm and term infants. The nMBD for term infants (median = 3.72 dB/μs, interquartile range [IR] = 1.95 dB/μs) was significantly higher than that for preterm I infants (median = 1.95 dB/μs, IR = 3.12 dB/μs), which was, in turn, significantly higher than that for preterm II infants (median = 0.19 dB/μs, IR = 3.50 dB/μs). The nMBD yielded moderate correlations (ρ = 0.57-0.62, p < 0.001) with GA and anthropometric characteristics and weak correlations (|ρ| = 0.08-0.21, p < 0.001 or not significant) with biochemical markers. Multivariate regressions revealed that only BL (p = 0.002) and BMI (p = 0.032) yielded significantly independent contributions to the nMBD measurement, and combinations of BL and BMI could explain up to 42% of the variation of nMBD in newborn infants. This study found that ultrasonic backscatter difference measurement might be helpful in bone health evaluation in preterm and term newborns. The utility of ultrasonic backscatter measurement in diagnosis of metabolic bone disease in infants should be investigated further.
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Affiliation(s)
- Chengcheng Liu
- Institute of Acoustics, School of Physics Science and Engineering, Tongji University, Shanghai, China
| | - Boyi Li
- Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Ying Li
- Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Weiying Mao
- Department of Neonatology, Children's Hospital of Fudan University, Shanghai, China
| | - Chao Chen
- Department of Neonatology, Children's Hospital of Fudan University, Shanghai, China
| | - Rong Zhang
- Department of Neonatology, Children's Hospital of Fudan University, Shanghai, China.
| | - Dean Ta
- Department of Electronic Engineering, Fudan University, Shanghai, China; Academy for Engineering & Technology, Fudan University, Shanghai, China
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22
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Rodriguez-Sendra J, Jimenez N, Pico R, Faus J, Camarena F. Monitoring the Setting of Calcium Sulfate Bone-Graft Substitute Using Ultrasonic Backscattering. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2019; 66:1658-1666. [PMID: 31283503 DOI: 10.1109/tuffc.2019.2926827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
We report a method to monitor the setting process of bone-graft substitutes (calcium sulfate) using ultrasonic backscattering techniques. Analyzing the backscattered fields using a pulse-echo technique, we show that it is possible to dynamically describe the acoustic properties of the material which are linked to its setting state. Several experiments were performed to control the setting process of calcium sulfate using a 3.5-MHz transducer. The variation of the apparent integrated backscatter (AIB) with time during the setting process is analyzed and compared with measurements of the speed of sound (SOS) and temperature of the sample. The correlation of SOS and AIB allows us to clearly identify two different states of the samples, liquid and solid, in addition to the transition period. Results show that using backscattering analysis, the setting state of the material can be estimated with a threshold of 15 dB. This ultrasonic technique is indeed the first step to develop real-time monitoring systems for time-varying complex media as those present in bone regeneration for dental implantology applications.
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23
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Li Y, Li B, Li Y, Liu C, Xu F, Zhang R, Ta D, Wang W. The Ability of Ultrasonic Backscatter Parametric Imaging to Characterize Bovine Trabecular Bone. ULTRASONIC IMAGING 2019; 41:271-289. [PMID: 31307317 DOI: 10.1177/0161734619862190] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
The ultrasonic backscatter technique holds the promise of characterizing bone density and microstructure. This paper conducts ultrasonic backscatter parametric imaging based on measurements of apparent integrated backscatter (AIB), spectral centroid shift (SCS), frequency slope of apparent backscatter (FSAB), and frequency intercept of apparent backscatter (FIAB) for representing trabecular bone mass and microstructure. We scanned 33 bovine trabecular bone samples using a 7.5 MHz focused transducer in a 20 mm × 20 mm region of interest (ROI) with a step interval of 0.05 mm. Images based on the ultrasonic backscatter parameters (i.e., AIB, SCS, FSAB, and FIAB) were constructed to compare with photographic images of the specimens as well as two-dimensional (2D) μ-CT images from approximately the same depth and location of the specimen. Similar structures and trabecular alignments can be observed among these images. Statistical analyses demonstrated that the means and standard deviations of the ultrasonic backscatter parameters exhibited significant correlations with bone density (|R| = 0.45-0.78, p < 0.01) and bone microstructure (|R| = 0.44-0.87, p < 0.001). Some bovine trabecular bone microstructure parameters were independently associated with the ultrasonic backscatter parameters (ΔR2 = 4.18%-44.45%, p < 0.05) after adjustment for bone apparent density (BAD). The results show that ultrasonic backscatter parametric imaging can provide a direct view of the trabecular microstructure and can reflect information about the density and microstructure of trabecular bone.
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Affiliation(s)
- Ying Li
- 1 Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Boyi Li
- 1 Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Yifang Li
- 1 Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Chengcheng Liu
- 2 Institute of Acoustics, Tongji University, Shanghai, China
| | - Feng Xu
- 1 Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Rong Zhang
- 3 Department of Neonatology, Children's Hospital of Fudan University, Shanghai, China
| | - Dean Ta
- 1 Department of Electronic Engineering, Fudan University, Shanghai, China
- 4 Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention (MICCAI) of Shanghai, Shanghai, China
- 5 Human Phenome Institute, Fudan University, Shanghai, China
| | - Weiqi Wang
- 1 Department of Electronic Engineering, Fudan University, Shanghai, China
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Väänänen SP, Grassi L, Venäläinen MS, Matikka H, Zheng Y, Jurvelin JS, Isaksson H. Automated segmentation of cortical and trabecular bone to generate finite element models for femoral bone mechanics. Med Eng Phys 2019; 70:19-28. [PMID: 31280927 DOI: 10.1016/j.medengphy.2019.06.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2018] [Revised: 05/16/2019] [Accepted: 06/23/2019] [Indexed: 02/02/2023]
Abstract
Finite element (FE) models based on quantitative computed tomography (CT) images are better predictors of bone strength than conventional areal bone mineral density measurements. However, FE models require manual segmentation of the femur, which is not clinically applicable. This study developed a method for automated FE analyses from clinical CT images. Clinical in-vivo CT images of 13 elderly female subjects were collected to evaluate the method. Secondly, proximal cadaver femurs were harvested and imaged with clinical CT (N = 17). Of these femurs, 14 were imaged with µCT and three had earlier been tested experimentally in stance-loading, while collecting surface deformations with digital image correlation. Femurs were segmented from clinical CT images using an automated method, based on the segmentation tool Stradwin. The method automatically distinguishes trabecular and cortical bone, corrects partial volume effect and generates input for FE analysis. The manual and automatic segmentations agreed within about one voxel for in-vivo subjects (0.99 ± 0.23 mm) and cadaver femurs (0.21 ± 0.07 mm). The strains from the FE predictions closely matched with the experimentally measured strains (R2 = 0.89). The method can automatically generate meshes suitable for FE analysis. The method may bring us one step closer to enable clinical usage of patient-specific FE analyses.
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Affiliation(s)
- Sami P Väänänen
- Department of Applied Physics, University of Eastern Finland, POB 1627, FIN-70211 Kuopio, Finland; Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, POB 100, 70029 Kuopio, Finland; Department of Orthopaedics, Traumatology and Hand Surgery, Kuopio University Hospital, POB 100, FIN-70029 Kuopio, Finland; Department of Medical Physics, Central Finland Central Hospital, Keskussairaalantie 19, FIN-40620 Jyväskylä, Finland.
| | - Lorenzo Grassi
- Department of Biomedical Engineering, Lund University, BMC D13, 221 84 Lund, Sweden.
| | - Mikko S Venäläinen
- Department of Applied Physics, University of Eastern Finland, POB 1627, FIN-70211 Kuopio, Finland; Turku Bioscience Centre, University of Turku and Åbo Akademi University, Tykistökatu 6, FIN-20520 Turku, Finland.
| | - Hanna Matikka
- Department of Clinical Radiology, Diagnostic Imaging Center, Kuopio University Hospital, POB 100, 70029 Kuopio, Finland.
| | - Yi Zheng
- Department of Physics, Technical University of Denmark, Fysikvej, building 311, 2800 Kgs. Lyngby, Denmark.
| | - Jukka S Jurvelin
- Department of Applied Physics, University of Eastern Finland, POB 1627, FIN-70211 Kuopio, Finland.
| | - Hanna Isaksson
- Department of Biomedical Engineering, Lund University, BMC D13, 221 84 Lund, Sweden.
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25
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Dovjak P. [Diagnostics and treatment of osteoporosis in patients over 65 years old : Current status and future perspectives]. Z Gerontol Geriatr 2019; 52:421-427. [PMID: 31087159 DOI: 10.1007/s00391-019-01548-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2018] [Revised: 02/20/2019] [Accepted: 04/04/2019] [Indexed: 12/31/2022]
Abstract
Only one third of all women with osteoporosis over the age of 65 years are adequately treated; therefore, many experience fractures. For men the data are insufficient. Using a newly developed algorithm and based on the current guidelines, the diagnosis and specific treatment of osteoporosis can be easily set up. The differential treatment should be selected in an individualized approach based on the side effect profile of the specific medication. No statistically significant differences were found between most specific osteoporotic drugs in head-to-head comparisons. This article presents an overview of the currently available pharmaceutical and non-pharmaceutical forms of treatment as well as approaches with novel medications and interventions for a better control of osteoporosis.
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Affiliation(s)
- Peter Dovjak
- Akutgeriatrie, Salzkammergutklinikum Gmunden, Miller-von-Aichholzstr. 49, 4810, Gmunden, Österreich.
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26
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Tasinkevych Y, Falińska K, Lewin PA, Litniewski J. Improving broadband ultrasound attenuation assessment in cancellous bone by mitigating the influence of cortical bone: Phantom and in-vitro study. ULTRASONICS 2019; 94:382-390. [PMID: 30001852 DOI: 10.1016/j.ultras.2018.06.018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2018] [Revised: 06/28/2018] [Accepted: 06/30/2018] [Indexed: 06/08/2023]
Abstract
The purpose of this work was to present a new approach that allows the influence of cortical bone on noninvasive measurement of broadband ultrasound attenuation (BUA) to be corrected. The method, implemented here at 1 MHz makes use of backscattered signal and once refined and clinically confirmed, it would offer an alternative to ionizing radiation based methods, such as DEXA (Dual-energy X-ray absorptiometry), quantitative computed tomography (QCT), radiographic absorptiometry (RA) or single X-ray absorptiometry (SXA), which are clinically approved for assessment of progress of osteoporosis. In addition, as the method employs reflected waves, it might substantially enhance the applicability of BUA - from being suitable to peripheral bones only it would extend this applicability to include such embedded bones as hip and femoral neck. The proposed approach allows the cortical layer parameters used for correction and the corrected value and parameter of the cancellous bone (BUA) to be determined simultaneously from the single (pulse-echo) bone backscattered wave; to the best of the authors' knowledge such approach was not previously reported. The validity of the method was tested using acoustic data obtained from a custom-designed bone-mimicking phantom and a calf femur. The relative error of the attenuation coefficient assessment was determined to be 3.9% and 4.7% for the bone phantom and calf bone specimens, respectively. When the cortical shell influence was not taken into account the corresponding errors were considerably higher 8.3% (artificial bone) and 9.2% (calf femur). As indicated above, once clinically proven, the use of this BUA measurement technique in reflection mode would augment diagnostic power of the attending physician by permitting to include bones, which are not accessible for transmission mode evaluation, e.g. hip, spine, humerus and femoral neck.
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Affiliation(s)
- Yuriy Tasinkevych
- Department of Ultrasound, Institute of Fundamental Technological Research of the Polish Academy of Sciences, Warsaw, Poland.
| | - Katarzyna Falińska
- Department of Ultrasound, Institute of Fundamental Technological Research of the Polish Academy of Sciences, Warsaw, Poland
| | | | - Jerzy Litniewski
- Department of Ultrasound, Institute of Fundamental Technological Research of the Polish Academy of Sciences, Warsaw, Poland
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27
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Di Paola M, Gatti D, Viapiana O, Cianferotti L, Cavalli L, Caffarelli C, Conversano F, Quarta E, Pisani P, Girasole G, Giusti A, Manfredini M, Arioli G, Matucci-Cerinic M, Bianchi G, Nuti R, Gonnelli S, Brandi ML, Muratore M, Rossini M. Radiofrequency echographic multispectrometry compared with dual X-ray absorptiometry for osteoporosis diagnosis on lumbar spine and femoral neck. Osteoporos Int 2019; 30:391-402. [PMID: 30178159 DOI: 10.1007/s00198-018-4686-3] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Accepted: 08/21/2018] [Indexed: 01/22/2023]
Abstract
UNLABELLED An innovative, non-ionizing technique to diagnose osteoporosis on lumbar spine and femoral neck was evaluated through a multicenter study involving 1914 women. The proposed method showed significant agreement with reference gold standard method and, therefore, a potential for early osteoporosis diagnoses and possibly improved patient management. INTRODUCTION To assess precision (i.e., short term intra-operator precision) and diagnostic accuracy of an innovative non-ionizing technique, REMS (Radiofrequency Echographic Multi Spectrometry), in comparison with the clinical gold standard reference DXA (dual X-ray absorptiometry), through an observational multicenter clinical study. METHODS In a multicenter cross-sectional observational study, a total of 1914 postmenopausal women (51-70 years) underwent spinal (n = 1553) and/or femoral (n = 1637) DXA, according to their medical prescription, and echographic scan of the same anatomical sites performed with the REMS approach. All the medical reports (DXA and REMS) were carefully checked to identify possible errors that could have caused inaccurate measurements: erroneous REMS reports were excluded, whereas erroneous DXA reports were re-analyzed where possible and otherwise excluded before assessing REMS accuracy. REMS precision was independently assessed. RESULTS In the spinal group, quality assessment on medical reports produced the exclusion of 280 patients because of REMS errors and 78 patients because of DXA errors, whereas 296 DXA reports were re-analyzed and corrected. Analogously, in the femoral group there were 205 exclusions for REMS errors, 59 exclusions for DXA errors, and 217 re-analyzed DXA reports. In the resulting dataset (n = 1195 for spine, n = 1373 for femur) REMS outcome showed a good agreement with DXA: the average difference in bone mineral density (BMD, bias ± 2SD) was -0.004 ± 0.088 g/cm2 for spine and - 0.006 ± 0.076 g/cm2 for femur. Linear regression showed also that the two methods were well correlated: standard error of the estimate (SEE) was 5.3% for spine and 5.8% for femur. REMS precision, expressed as RMS-CV, was 0.38% for spine and 0.32% for femur. CONCLUSIONS The REMS approach can be used for non-ionizing osteoporosis diagnosis directly on lumbar spine and femoral neck with a good level of accuracy and precision. However, a more rigorous operator training is needed to limit the erroneous acquisitions and to ensure the full clinical practicability.
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Affiliation(s)
- M Di Paola
- National Research Council, Institute of Clinical Physiology, Lecce, Italy.
- Consiglio Nazionale delle Ricerche, Istituto di Fisiologia Clinica (CNR-IFC), Campus Ecotekne (Ed. A7), via per Monteroni, 73100, Lecce, Italy.
| | - D Gatti
- Rheumatology Unit, Department of Medicine, University of Verona, Verona, Italy
| | - O Viapiana
- Rheumatology Unit, Department of Medicine, University of Verona, Verona, Italy
| | - L Cianferotti
- Department of Surgery and Translational Medicine, University of Florence, Metabolic Bone Diseases Unit, University Hospital of Florence, Florence, Italy
| | - L Cavalli
- Department of Surgery and Translational Medicine, University of Florence, Metabolic Bone Diseases Unit, University Hospital of Florence, Florence, Italy
| | - C Caffarelli
- Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - F Conversano
- National Research Council, Institute of Clinical Physiology, Lecce, Italy
| | - E Quarta
- O.U. of Rheumatology, "Galateo" Hospital, San Cesario di Lecce ASL-LE, Lecce, Italy
| | - P Pisani
- National Research Council, Institute of Clinical Physiology, Lecce, Italy
| | - G Girasole
- SC Rheumatology, ASL 3 Genovese, Genoa, Italy
| | - A Giusti
- SC Rheumatology, ASL 3 Genovese, Genoa, Italy
| | - M Manfredini
- Department of Neurosciences and Rehabilitation, "Carlo Poma" Hospital, ASST-Mantova, Mantova, Italy
| | - G Arioli
- Department of Neurosciences and Rehabilitation, "Carlo Poma" Hospital, ASST-Mantova, Mantova, Italy
| | - M Matucci-Cerinic
- Department of Experimental and Clinical Medicine, University of Florence & SOD Rheumatology AOUC, Florence, Italy
| | - G Bianchi
- SC Rheumatology, ASL 3 Genovese, Genoa, Italy
| | - R Nuti
- Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - S Gonnelli
- Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - M L Brandi
- Department of Surgery and Translational Medicine, University of Florence, Metabolic Bone Diseases Unit, University Hospital of Florence, Florence, Italy
| | - M Muratore
- O.U. of Rheumatology, "Galateo" Hospital, San Cesario di Lecce ASL-LE, Lecce, Italy
| | - M Rossini
- Rheumatology Unit, Department of Medicine, University of Verona, Verona, Italy
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Grimal Q, Laugier P. Quantitative Ultrasound Assessment of Cortical Bone Properties Beyond Bone Mineral Density. Ing Rech Biomed 2019. [DOI: 10.1016/j.irbm.2018.10.006] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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Liu C, Li B, Diwu Q, Li Y, Zhang R, Ta D, Wang W. Relationships of Ultrasonic Backscatter With Bone Densities and Microstructure in Bovine Cancellous Bone. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2018; 65:2311-2321. [PMID: 30575524 DOI: 10.1109/tuffc.2018.2872084] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
This study was designed to investigate the associations among ultrasonic backscatter, bone densities, and microstructure in bovine cancellous bone. Ultrasonic backscatter measurements were performed on 33 bovine cancellous bone specimens with a 2.25-MHz transducer. Ultrasonic apparent backscatter parameters ("apparent" means not compensating for ultrasonic attenuation and diffraction) were calculated with optimal signals of interest. The results showed that ultrasonic backscatter was significantly related to bone densities and microstructure ( R2 = 0.17 -0.88 and ). After adjusting the correlations by bone mineral density (BMD), the bone apparent density (BAD) and some trabecular structural features still contributed significantly to the adjusted correlations, with moderate additional variance explained ( ∆R2 = 9.7 % at best). Multiple linear regressions revealed that both BAD and trabecular structure contributed significantly and independently to the prediction of ultrasound backscatter (adjusted R2 = 0.75 -0.89 and ), explaining an additional 14% of the variance at most, compared with that of BMD measurements alone. The results proved that ultrasonic backscatter was primarily determined by BAD, not BMD, but the combination of bone structure and densities could achieve encouragingly better performances (89% of the variance explained at best) in predicting backscatter properties. This study demonstrated that ultrasonic apparent backscatter might provide additional density and structural features unrelated to current BMD measurement. Therefore, we suggest that ultrasonic backscatter measurement could play a more important role in cancellous bone evaluation.
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Hoffmeister BK, Viano AM, Huang J, Fairbanks LC, Ebron SC, Moore JT, Ankersen JP, Huber MT, Diaz AA. Ultrasonic backscatter difference measurements of cancellous bone from the human femur: Relation to bone mineral density and microstructure. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2018; 143:3642. [PMID: 29960442 PMCID: PMC6014850 DOI: 10.1121/1.5043385] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Revised: 05/21/2018] [Accepted: 06/02/2018] [Indexed: 05/26/2023]
Abstract
Ultrasonic backscatter techniques are being developed to detect changes in cancellous bone caused by osteoporosis. One technique, called the backscatter difference technique, measures the power difference between two portions of a backscatter signal. The goal of the present study is to investigate how bone mineral density (BMD) and the microstructure of human cancellous bone influence four backscatter difference parameters: the normalized mean of the backscatter difference (nMBD) spectrum, the normalized slope of the backscatter difference spectrum, the normalized intercept of the backscatter difference spectrum, and the normalized backscatter amplitude ratio (nBAR). Ultrasonic measurements were performed with a 3.5 MHz broadband transducer on 54 specimens of human cancellous bone from the proximal femur. Volumetric BMD and the microstructural characteristics of the specimens were measured using x-ray micro-computed tomography. Of the four ultrasonic parameters studied, nMBD and nBAR demonstrated the strongest univariate correlations with density and microstructure. Multivariate analyses indicated that nMBD and nBAR depended on trabecular separation and possibly other microstructural characteristics of the specimens independently of BMD. These findings suggest that nMBD and nBAR may be sensitive to changes in the density and microstructure of bone caused by osteoporosis.
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Affiliation(s)
| | - Ann M Viano
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
| | - Jinsong Huang
- College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee 38163, USA
| | - Luke C Fairbanks
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
| | - Sheldon C Ebron
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
| | - Joshua T Moore
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
| | - Jordan P Ankersen
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
| | - Matthew T Huber
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
| | - Abel A Diaz
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
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Soini E, Riekkinen O, Kröger H, Mankinen P, Hallinen T, Karjalainen JP. Cost-effectiveness of pulse-echo ultrasonometry in osteoporosis management. CLINICOECONOMICS AND OUTCOMES RESEARCH 2018; 10:279-292. [PMID: 29881300 PMCID: PMC5985766 DOI: 10.2147/ceor.s163237] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Purpose Osteoporosis is asymptomatic morbidity of the elderly which develops slowly over several years. Osteoporosis diagnosis has typically involved Fracture Risk Assessment (FRAX) followed by dual energy X-ray absorptiometry (DXA) in specialist care. Point-of-care pulse-echo ultrasound (PEUS) was developed to overcome DXA-related access issues and to enable faster fracture prevention treatment (FPT) initiation. The objective of this study was to evaluate the cost-effectiveness of two proposed osteoporosis management (POMs: FRAX→PEUS-if-needed→DXA-if-needed→FPT-if-needed) pathways including PEUS compared with the current osteoporosis management (FRAX→DXA-if-needed→FPT-if-needed). Materials and methods Event-based probabilistic cost–utility model with 10-year duration for osteoporosis management was developed. The model consists of a decision tree for the screening, testing, and diagnosis phase and is followed by a Markov model for the estimation of incidence of four fracture types and mortality. Five clinically relevant patient cohorts (potential primary FPT in women aged 75 or 85 years, secondary FPT in women aged 65, 75, or 85 years) were modeled in the Finnish setting. Generic alendronate FPT was used for those diagnosed with osteoporosis, including persistence overtime. Discounted (3%/year) incremental cost-effectiveness ratio was the primary outcome. Discounted quality-adjusted life-years (QALYs), payer costs (year 2016 value) at per patient and population level, and cost-effectiveness acceptability frontiers were modeled as secondary outcomes. Results POMs were cost-effective in all patient subgroups with noteworthy mean per patient cost savings of €121/76 (ranges €107–132/52–96) depending on the scope of PEUS result interpretation (test and diagnose/test only, respectively) and negligible differences in QALYs gained in comparison with current osteoporosis management. In the cost-effectiveness acceptability frontiers, POMs had 95%–100% probability of cost-effectiveness with willingness to pay €24,406/QALY gained. The results were robust in sensitivity analyses. Even when assuming a high cost of PEUS (up to €110/test), POMs were cost-effective in all cohorts. Conclusion The inclusion of PEUS to osteoporosis management pathway was cost-effective.
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Affiliation(s)
| | | | - Heikki Kröger
- Kuopio Musculoskeletal Research Unit, University of Eastern Finland, Kuopio, Finland.,Department of Orthopedics, Traumatology and Hand Surgery, Kuopio University Hospital, Kuopio, Finland
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Karjalainen JP, Riekkinen O, Kröger H. Pulse-echo ultrasound method for detection of post-menopausal women with osteoporotic BMD. Osteoporos Int 2018; 29:1193-1199. [PMID: 29460101 DOI: 10.1007/s00198-018-4408-x] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Accepted: 01/24/2018] [Indexed: 11/28/2022]
Abstract
UNLABELLED We lack effective diagnostics of osteoporosis at the primary health care level. An ultrasound device was used to identify subjects in the osteoporotic range as defined by DXA. A case finding strategy combining ultrasound results with DXA measurements for patients with intermediate ultrasound results is presented. INTRODUCTION We lack effective screening and diagnostics of osteoporosis at primary health care. In this study, a pulse-echo ultrasound (US) method is investigated for osteoporosis screening. METHODS A total of 1091 Caucasian women (aged 50-80 years) were recruited for the study and measured with US in the tibia and radius. This method measures cortical thickness and provides an estimate of bone mineral density (BMD) and density index (DI). BMD assessment of the hip was available for 988 women. A total of 888 women had one or more risk factors for osteoporosis (OP susp ), and 100 women were classified healthy. Previously determined thresholds for the DI were evaluated for assessment of efficacy of the technique to detect hip BMD at osteoporotic range (T-score at or below - 2.5). RESULTS In the OP susp group, the application of thresholds for the DI showed that approximately 32% of the subjects would require an additional DXA measurement. The multi-site ultrasound (US) measurement-based DI showed 93.7% sensitivity and 81.6% specificity, whereas the corresponding values for single-site US measurement-based DI were 84.7 and 82.0%, respectively. The ultrasound measurements showed a high negative predictive value 97.7 to 99.2% in every age decade examined (ages 50-59, 60-69, 70-79 years). CONCLUSIONS The study data demonstrate that a strategy of combining ultrasound measurement with added DXA measurements in cases with intermediate ultrasound results (about 30%) can be useful for identifying subjects at risk for a low bone mineral density in the osteoporotic range.
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Affiliation(s)
| | | | - H Kröger
- Department of Orthopaedics, Traumatology and Hand Surgery, Kuopio University Hospital, Kuopio, Finland
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Hoffmeister BK, Huber MT, Viano AM, Huang J. Characterization of a polymer, open-cell rigid foam that simulates the ultrasonic properties of cancellous bone. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2018; 143:911. [PMID: 29495707 PMCID: PMC5812744 DOI: 10.1121/1.5023219] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 01/12/2018] [Accepted: 01/16/2018] [Indexed: 05/28/2023]
Abstract
Materials that simulate the ultrasonic properties of tissues are used widely for clinical and research purposes. However, relatively few materials are known to simulate the ultrasonic properties of cancellous bone. The goal of the present study was to investigate the suitability of using a polymer, open-cell rigid foam (OCRF) produced by Sawbones®. Measurements were performed on OCRF specimens with four different densities. Ultrasonic speed of sound and normalized broadband ultrasonic attenuation were measured with a 0.5 MHz transducer. Three backscatter parameters were measured with a 5 MHz transducer: apparent integrated backscatter, frequency slope of apparent backscatter, and normalized mean of the backscatter difference. X-ray micro-computed tomography was used to measure the microstructural characteristics of the OCRF specimens. The trabecular thickness and relative bone volume of the OCRF specimens were similar to those of human cancellous bone, but the trabecular separation was greater. In most cases, the ultrasonic properties of the OCRF specimens were similar to values reported in the literature for cancellous bone, including dependence on density. In addition, the OCRF specimens exhibited an ultrasonic anisotropy similar to that reported for cancellous bone.
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Affiliation(s)
| | - Matthew T Huber
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
| | - Ann M Viano
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
| | - Jinsong Huang
- College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee 38163, USA
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Hoffmeister BK, Viano AM, Fairbanks LC, Ebron SC, McPherson JA, Huber MT. Effect of gate choice on backscatter difference measurements of cancellous bone. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2017; 142:540. [PMID: 28863582 PMCID: PMC5552398 DOI: 10.1121/1.4996140] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2016] [Revised: 06/27/2017] [Accepted: 07/12/2017] [Indexed: 05/28/2023]
Abstract
A variety of ultrasonic techniques have been developed to detect changes in bone caused by osteoporosis. One approach, called the backscatter difference technique, analyzes the power difference between two different portions of a backscatter signal. Analysis gates with a certain delay τd, width τw, and separation τs are used to define portions of the backscatter signal for analysis. The goal of the present study was to investigate how different choices of τd, τw, and τs affect four backscatter difference parameters: the normalized mean of the backscatter difference (nMBD), the normalized slope of the backscatter difference (nSBD), the normalized intercept of the backscatter difference (nIBD), and the normalized backscatter amplitude ratio (nBAR). Backscatter measurements were performed on 54 cube shaped specimens of human cancellous bone. nMBD, nSBD, nIBD, and nBAR were determined for 34 different combinations of τd, τw, and τs for each specimen. nMBD and nBAR demonstrated the strongest correlations with apparent bone density (0.48 ≤ Rs ≤ 0.90). Generally, the correlations were found to improve as τw + τs was increased and as τd was decreased. Among the four backscatter difference parameters, the measured values of nMBD were least sensitive to gate choice (<16%).
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Affiliation(s)
| | - Ann M Viano
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
| | - Luke C Fairbanks
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
| | - Sheldon C Ebron
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
| | | | - Matthew T Huber
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
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Potsika VT, Protopappas VC, Grivas KN, Gortsas TV, Raum K, Polyzos DK, Fotiadis DI. Numerical evaluation of the backward propagating acoustic field in healing long bones. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2017; 142:962. [PMID: 28863592 DOI: 10.1121/1.4998722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
The propagation of ultrasound in healing long bones induces complex scattering phenomena due to the interaction of an ultrasonic wave with the composite nature of callus and osseous tissues. This work presents numerical simulations of ultrasonic propagation in healing long bones using the boundary element method aiming to provide insight into the complex scattering mechanisms and better comprehend the state of bone regeneration. Numerical models of healing long bones are established based on scanning acoustic microscopy images from successive postoperative weeks considering the effect of the nonhomogeneous callus structure. More specifically, the scattering amplitude and the acoustic pressure variation are calculated in the backward direction to investigate their potential to serve as quantitative and qualitative indicators for the monitoring of the bone healing process. The role of the excitation frequency is also examined considering frequencies in the range 0.2-1 MHz. The results indicate that the scattering amplitude decreases at later stages of healing compared to earlier stages of healing. Also, the acoustic pressure could provide supplementary qualitative information on the interaction of the scattered energy with bone and callus.
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Affiliation(s)
- Vassiliki T Potsika
- Unit of Medical Technology and Intelligent Information Systems, Department of Materials Science and Engineering, University of Ioannina, GR 45110 Ioannina, Greece
| | - Vasilios C Protopappas
- Unit of Medical Technology and Intelligent Information Systems, Department of Materials Science and Engineering, University of Ioannina, GR 45110 Ioannina, Greece
| | - Konstantinos N Grivas
- Department of Mechanical Engineering and Aeronautics, University of Patras, GR 26500 Patras, Greece
| | - Theodoros V Gortsas
- Department of Mechanical Engineering and Aeronautics, University of Patras, GR 26500 Patras, Greece
| | - Kay Raum
- Berlin-Brandenburg School for Regenerative Therapies, Charité-Universitätsmedizin Berlin, AugustenburgerPlatz 1, 13353 Berlin, Germany
| | - Demosthenes K Polyzos
- Department of Mechanical Engineering and Aeronautics, University of Patras, GR 26500 Patras, Greece
| | - Dimitrios I Fotiadis
- Unit of Medical Technology and Intelligent Information Systems, Department of Materials Science and Engineering, University of Ioannina, GR 45110 Ioannina, Greece
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Potsika VT, Grivas KN, Gortsas TV, Protopappas VC, Polyzos DK, Fotiadis DI. Evaluation of ultrasonic scattering for different cortical bone porosities and excitation frequencies: A numerical study. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2017; 2017:4211-4214. [PMID: 29060826 DOI: 10.1109/embc.2017.8037785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Quantitative ultrasound is a promising and relative recent method for the assessment of bone. In this work, the interaction of ultrasound with the porosity of cortical bone is investigated for different frequencies. Emphasis is given on the study of complex scattering effects induced by the propagation of an ultrasonic wave in osseous tissues. Numerical models of cortical bone are established with a porosity of 0, 5 and 10% corresponding to healthy homogeneous bone, healthy inhomogeneous bone and normal ageing, respectively. Different excitation frequencies are applied in the range 0.2-1 MHz. The scattering amplitude and the acoustic pressure are calculated for multiple angles and receiving positions focusing on the backward direction. The results indicate that the application of higher frequencies can better distinguish changes in the energy distribution in the backward direction due to alterations of the cortical porosity.
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Eneh CTM, Malo MKH, Karjalainen JP, Liukkonen J, Töyräs J, Jurvelin JS. Effect of porosity, tissue density, and mechanical properties on radial sound speed in human cortical bone. Med Phys 2017; 43:2030. [PMID: 27147315 DOI: 10.1118/1.4942808] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
PURPOSE The purpose of this study was to investigate the effect of simultaneous changes in cortical porosity, tissue mineral density, and elastic properties on radial speed of sound (SOS) in cortical bone. The authors applied quantitative pulse-echo (PE) ultrasound techniques that hold much potential especially for screening of osteoporosis at primary healthcare facilities. Currently, most PE measurements of cortical thickness, a well-known indicator of fracture risk, use a predefined estimate for SOS in bone to calculate thickness. Due to variation of cortical bone porosity, the use of a constant SOS value propagates to an unknown error in cortical thickness assessment by PE ultrasound. METHODS The authors conducted 2.25 and 5.00 MHz focused PE ultrasound time of flight measurements on femoral diaphyses of 18 cadavers in vitro. Cortical porosities of the samples were determined using microcomputed tomography and related to SOS in the samples. Additionally, the effect of cortical bone porosity and mechanical properties of the calcified matrix on SOS was investigated using numerical finite difference time domain simulations. RESULTS Both experimental measurements and simulations demonstrated significant negative correlation between radial SOS and cortical porosity (R(2) ≥ 0.493, p < 0.01 and R(2) ≥ 0.989, p < 0.01, respectively). When a constant SOS was assumed for cortical bone, the error due to variation of cortical bone porosity (4.9%-16.4%) was about 6% in the cortical thickness assessment in vitro. CONCLUSIONS Use of a predefined, constant value for radial SOS in cortical bone, i.e., neglecting the effect of measured variation in cortical porosity, propagated to an error of 6% in cortical thickness. This error can be critical as characteristic cortical thinning of 1.10% ± 1.06% per yr decreases bending strength of the distal radius and results in increased fragility in postmenopausal women. Provided that the cortical porosity can be estimated in vivo, the relationship between radial SOS and cortical porosity can be utilized and a porosity based radial SOS estimate could be implemented to determine cortical thickness. This would constitute a step toward individualized quantitative ultrasound diagnostics of osteoporosis.
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Affiliation(s)
- C T M Eneh
- Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, Kuopio FI-70211, Finland and Diagnostic Imaging Center, Kuopio University Hospital, P.O. Box 100, Kuopio FI-70029, Finland
| | - M K H Malo
- Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, Kuopio FI-70211, Finland
| | - J P Karjalainen
- Bone Index Finland Ltd., P.O. Box 1188, Kuopio FI-70211, Finland
| | - J Liukkonen
- Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, Kuopio FI-70211, Finland
| | - J Töyräs
- Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, Kuopio FI-70211, Finland and Diagnostic Imaging Center, Kuopio University Hospital, P.O. Box 100, Kuopio FI-70029, Finland
| | - J S Jurvelin
- Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, Kuopio FI-70211, Finland and Diagnostic Imaging Center, Kuopio University Hospital, P.O. Box 100, Kuopio FI-70029, Finland
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Abstract
PURPOSE OF REVIEW This paper seeks to evaluate and compare recent advances in the clinical assessment of the changes in bone mechanical properties that take place as a result of osteoporosis and other metabolic bone diseases and their treatments. RECENT FINDINGS In addition to the standard of DXA-based areal bone mineral density (aBMD), a variety of methods, including imaging-based structural measurements, finite element analysis (FEA)-based techniques, and alternate methods including ultrasound, bone biopsy, reference point indentation, and statistical shape and density modeling, have been developed which allow for reliable prediction of bone strength and fracture risk. These methods have also shown promise in the evaluation of treatment-induced changes in bone mechanical properties. Continued technological advances allowing for increasingly high-resolution imaging with low radiation dose, together with the expanding adoption of DXA-based predictions of bone structure and mechanics, as well as the increasing awareness of the importance of bone material properties in determining whole-bone mechanics, lead us to anticipate substantial future advances in this field.
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Affiliation(s)
- Chantal M J de Bakker
- McKay Orthopaedic Research Laboratory, Department of Orthopaedic Surgery, Perelman School of Medicine, University of Pennsylvania, 426C Stemmler Hall, 36th Street and Hamilton Walk, Philadelphia, PA, 19104, USA
| | - Wei-Ju Tseng
- McKay Orthopaedic Research Laboratory, Department of Orthopaedic Surgery, Perelman School of Medicine, University of Pennsylvania, 426C Stemmler Hall, 36th Street and Hamilton Walk, Philadelphia, PA, 19104, USA
| | - Yihan Li
- McKay Orthopaedic Research Laboratory, Department of Orthopaedic Surgery, Perelman School of Medicine, University of Pennsylvania, 426C Stemmler Hall, 36th Street and Hamilton Walk, Philadelphia, PA, 19104, USA
| | - Hongbo Zhao
- McKay Orthopaedic Research Laboratory, Department of Orthopaedic Surgery, Perelman School of Medicine, University of Pennsylvania, 426C Stemmler Hall, 36th Street and Hamilton Walk, Philadelphia, PA, 19104, USA
| | - X Sherry Liu
- McKay Orthopaedic Research Laboratory, Department of Orthopaedic Surgery, Perelman School of Medicine, University of Pennsylvania, 426C Stemmler Hall, 36th Street and Hamilton Walk, Philadelphia, PA, 19104, USA.
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Schousboe JT, Riekkinen O, Karjalainen J. Prediction of hip osteoporosis by DXA using a novel pulse-echo ultrasound device. Osteoporos Int 2017; 28:85-93. [PMID: 27492435 DOI: 10.1007/s00198-016-3722-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2016] [Accepted: 07/25/2016] [Indexed: 12/22/2022]
Abstract
UNLABELLED Pulse-echo ultrasonometry can be used as a pre-screen for hip osteoporosis before dual-energy x-ray absorptiometry (DXA), potentially allowing DXA to be avoided for the majority of post-menopausal women. Pulse-echo ultrasound measures of tibia cortical thickness are also associated with radiographically confirmed prior fractures, independent of femoral neck bone mineral density. INTRODUCTION To estimate how well a pulse-echo ultrasound device discriminates those who have from those who do not have hip osteoporosis (femoral neck bone mineral density [BMD] or total hip BMD T-score ≤ -2.5), and to estimate the association of pulse-echo ultrasound measures with prevalent (radiographically confirmed) clinical fractures. METHODS Five hundred fifty-five post-menopausal women age 50 to 89 had femoral neck and total hip BMD measured by dual-energy x-ray absorptiometry (DXA), and pulse-echo ultrasound measures of distal radius, proximal tibia, distal tibia cortical thickness, and multi- and single-site density indices (DI). Using previously published threshold ultrasound values, we estimated the proportion of women who would avoid a follow-up DXA after pulse-echo ultrasonometry, and the sensitivity and specificity of this for the detection of hip osteoporosis. Logistic regression models were used to estimate the associations of pulse-echo ultrasound measures with radiographically confirmed clinical fractures within the prior 5 years. RESULTS Using multi-site and single-site DI measures, follow-up DXA could be avoided for 73 and 69 % of individuals, respectively, while detecting hip osteoporosis with 80-82 % sensitivity and 81 % specificity. Radiographically confirmed prior fracture was associated with ultrasound measures of single-site DI (odds ratio (OR) 1.55, 95 % confidence interval (CI). 1.06 to 2.26) and proximal tibia cortical thickness (OR 1.47, 95 % CI 1.10 to 1.96), adjusted for age, body mass index, and femoral neck BMD. CONCLUSIONS Pulse-echo ultrasonometry can be used as an initial screening test for hip osteoporosis. Prospective studies of how well pulse-echo ultrasound measures predict subsequent clinical fractures are warranted.
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Affiliation(s)
- J T Schousboe
- HealthPartners Institute and Park Nicollet Clinic, 3800 Park Nicollet Blvd, Minneapolis, MN, 55416, USA.
- Division of Health Policy and Management, University of Minnesota, Minneapolis, USA.
| | | | - J Karjalainen
- Department of Applied Physics, University of Eastern Finland, Joensuu, Finland
- Bone Index Finland, Ltd, Kuopio, Finland
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Eneh CTM, Afara IO, Malo MKH, Jurvelin JS, Töyräs J. Porosity predicted from ultrasound backscatter using multivariate analysis can improve accuracy of cortical bone thickness assessment. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2017; 141:575. [PMID: 28147588 DOI: 10.1121/1.4973572] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
A rapidly growing area of interest in quantitative ultrasound assessment of bone is to determine cortical bone porosity from ultrasound backscatter. Current backscatter analyses are based on numerical simulations, while there are no published reports of successful experimental measurements. In this study, multivariate analysis is applied to ultrasound reflections and backscatter to predict cortical bone porosity. The porosity is then applied to estimate cortical bone radial speed of sound (SOS) and thickness using ultrasound backscatter signals obtained at 2.25 and 5 MHz center frequencies from cortical bone samples (n = 43) extracted from femoral diaphyses. The study shows that the partial least squares regression technique could be employed to successfully predict (R2 = 0.71-0.73) cortical porosity. It is found that this multivariate approach can reduce uncertainty in pulse-echo assessment of cortical bone thickness from 0.220 to 0.045 mm when porosity based radial SOS was applied, instead of a constant value from literature. Upon further validation, accurate estimation of cortical bone porosity and thickness may be applied as a financially viable option for fracture risk assessment of individuals.
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Affiliation(s)
- Chibuzor T M Eneh
- Diagnostic Imaging Center, Kuopio University Hospital, P.O. Box 100, FI-70029, Kuopio, Finland
| | - Isaac O Afara
- Diagnostic Imaging Center, Kuopio University Hospital, P.O. Box 100, FI-70029, Kuopio, Finland
| | - Markus K H Malo
- Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland
| | - Jukka S Jurvelin
- Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland
| | - Juha Töyräs
- Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland
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41
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Liu C, Xu F, Ta D, Tang T, Jiang Y, Dong J, Wang WP, Liu X, Wang Y, Wang WQ. Measurement of the Human Calcaneus In Vivo Using Ultrasonic Backscatter Spectral Centroid Shift. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2016; 35:2197-2208. [PMID: 27562978 DOI: 10.7863/ultra.15.03030] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2015] [Accepted: 01/05/2016] [Indexed: 06/06/2023]
Abstract
OBJECTIVES The aim of this study was to determine the relationship between the backscattered spectral centroid shift and the bone mineral density (BMD) in vivo and investigate the feasibility of using the backscattered spectral centroid shift to characterize the cancellous bone status. METHODS Ultrasonic backscatter measurements were performed in vivo on 1216 participants at the right calcaneus using an ultrasonic backscattered bone diagnostic system, and the backscattered spectral centroid shift was calculated at central frequencies of 3.5 and 5.0 MHz. The BMD values were measured at the sites of the lumbar spine and left hip by dual energy x-ray absorptiometry. RESULTS The study population included 592 male and 624 female participants aged 20 to 89 years. The correlations between the backscattered spectral centroid shift in the calcaneus and the spine and hip BMD were found to be statistically significant in both the male and female groups (P < .0001). Linear regression showed that the spectral centroid shift at 3.5 MHz had negative correlations with the spine BMD (R = -0.65 for male participants; R = -0.67 for female participants) and hip BMD (R = -0.64 for male participants; R = -0.64 for female participants). The spectral centroid shift at 5.0 MHz was also found to be closely related to the spine BMD (R = -0.68 for male participants; R = -0.68 for female participants) and hip BMD (R = -0.66 for male participants; R = -0.64 for female participants). CONCLUSIONS The moderate correlations observed between the spectral centroid shift and the spine and hip BMD demonstrate that the ultrasonic backscattered spectral centroid shift may be a useful measurement for assessment of the cancellous bone status.
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Affiliation(s)
- Chengcheng Liu
- Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Feng Xu
- Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Dean Ta
- Department of Electronic Engineering, Fudan University, Shanghai, China, Key Laboratory of Medical Imaging Computing and Computer-Assisted Intervention, Shanghai, China
| | - Tao Tang
- Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Yunqi Jiang
- Department of Orthopedic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jian Dong
- Department of Orthopedic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Wen-Ping Wang
- Department of Ultrasonography, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xindang Liu
- Department of Nuclear Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Yi Wang
- Department of Ultrasonography, Huashan Hospital, Fudan University, Shanghai, China
| | - Wei-Qi Wang
- Department of Electronic Engineering, Fudan University, Shanghai, China
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Casciaro S, Peccarisi M, Pisani P, Franchini R, Greco A, De Marco T, Grimaldi A, Quarta L, Quarta E, Muratore M, Conversano F. An Advanced Quantitative Echosound Methodology for Femoral Neck Densitometry. ULTRASOUND IN MEDICINE & BIOLOGY 2016; 42:1337-1356. [PMID: 27033331 DOI: 10.1016/j.ultrasmedbio.2016.01.024] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2015] [Revised: 01/26/2016] [Accepted: 01/27/2016] [Indexed: 06/05/2023]
Abstract
The aim of this paper was to investigate the clinical feasibility and the accuracy in femoral neck densitometry of the Osteoporosis Score (O.S.), an ultrasound (US) parameter for osteoporosis diagnosis that has been recently introduced for lumbar spine applications. A total of 377 female patients (aged 61-70 y) underwent both a femoral dual X-ray absorptiometry (DXA) and an echographic scan of the proximal femur. Recruited patients were sub-divided into a reference database used for ultrasound spectral model construction and a study population for repeatability assessments and accuracy evaluations. Echographic images and radiofrequency signals were analyzed through a fully automatic algorithm that performed a series of combined spectral and statistical analyses, providing as a final output the O.S. value of the femoral neck. Assuming DXA as a gold standard reference, the accuracy of O.S.-based diagnoses resulted 94.7%, with k = 0.898 (p < 0.0001). Significant correlations were also found between O.S.-estimated bone mineral density and corresponding DXA values, with r(2) up to 0.79 and root mean square error = 5.9-7.4%. The reported accuracy levels, combined with the proven ease of use and very good measurement repeatability, provide the adopted method with a potential for clinical routine application in osteoporosis diagnosis.
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Affiliation(s)
- Sergio Casciaro
- National Research Council, Institute of Clinical Physiology, Lecce, Italy.
| | | | - Paola Pisani
- National Research Council, Institute of Clinical Physiology, Lecce, Italy
| | - Roberto Franchini
- National Research Council, Institute of Clinical Physiology, Lecce, Italy
| | | | | | - Antonella Grimaldi
- Operative Unit of Rheumatology, Galateo Hospital, San Cesario di Lecce, Lecce, Italy
| | - Laura Quarta
- Operative Unit of Rheumatology, Galateo Hospital, San Cesario di Lecce, Lecce, Italy
| | - Eugenio Quarta
- Operative Unit of Rheumatology, Galateo Hospital, San Cesario di Lecce, Lecce, Italy
| | - Maruizio Muratore
- Operative Unit of Rheumatology, Galateo Hospital, San Cesario di Lecce, Lecce, Italy
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Karjalainen JP, Riekkinen O, Töyräs J, Jurvelin JS, Kröger H. New method for point-of-care osteoporosis screening and diagnostics. Osteoporos Int 2016; 27:971-977. [PMID: 26556741 DOI: 10.1007/s00198-015-3387-4] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2015] [Accepted: 10/23/2015] [Indexed: 10/22/2022]
Abstract
SUMMARY Due to the lack of diagnostics in primary health care, over 75% of osteoporotic patients are not diagnosed. A new ultrasound method for primary health care is proposed. Results suggest applicability of ultrasound method for osteoporosis diagnostics at primary health care. INTRODUCTION We lack effective screening and diagnostics of osteoporosis at primary health care. In this study, a new ultrasound (US) method is proposed for osteoporosis diagnostics. METHODS A total of 572 Caucasian women (age 20 to 91 years) were examined using pulse-echo US measurements in the tibia and radius. This method provides an estimate of bone mineral density (BMD), i.e. density index (DI). Areal BMD measurements at the femoral neck (BMD(neck)) and total hip (BMD(total)) were determined by using axial dual-energy X-ray absorptiometry (DXA) for women older than 50 years of age (n = 445, age = 68.8 ± 8.5 years). The osteoporosis thresholds for the DI were determined according to the International Society for Clinical Densitometry (ISCD). Finally, the FRAX questionnaire was completed by 425 participants. RESULTS Osteoporosis was diagnosed in individuals with a T-score -2.5 or less in the total hip or femoral neck (n = 75). By using the ISCD approach for the DI, only 28.7% of the subjects were found to require an additional DXA measurement. Our results suggest that combination of US measurement and FRAX in osteoporosis management pathways would decrease the number of DXA measurements to 16% and the same treatment decisions would be reached at 85.4% sensitivity and 78.5% specificity levels. CONCLUSIONS The present results demonstrate a significant correlation between the ultrasound and DXA measurements at the proximal femur. The thresholds presented here with the application to current osteoporosis management pathways show promise for the technique to significantly decrease the amount of DXA referrals and increase diagnostic coverage; however, these results need to be confirmed in future studies.
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Affiliation(s)
- J P Karjalainen
- Department of Applied Physics, University of Eastern Finland, FI-70210, Kuopio, Finland.
| | - O Riekkinen
- Department of Applied Physics, University of Eastern Finland, FI-70210, Kuopio, Finland
| | - J Töyräs
- Department of Applied Physics, University of Eastern Finland, FI-70210, Kuopio, Finland
- Diagnostic Imaging Centre, Kuopio University Hospital, Kuopio, Finland
| | - J S Jurvelin
- Department of Applied Physics, University of Eastern Finland, FI-70210, Kuopio, Finland
| | - H Kröger
- Department of Orthopaedics, Traumatology and Hand Surgery, Kuopio University Hospital, Kuopio, Finland
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Hoffmeister BK, Mcpherson JA, Smathers MR, Spinolo PL, Sellers ME. Ultrasonic backscatter from cancellous bone: the apparent backscatter transfer function. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2015; 62:2115-25. [PMID: 26683412 DOI: 10.1109/tuffc.2015.007299] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Ultrasonic backscatter techniques are being developed to detect changes in cancellous bone caused by osteoporosis. Many techniques are based on measurements of the apparent backscatter transfer function (ABTF), which represents the backscattered power from bone corrected for the frequency response of the measurement system. The ABTF is determined from a portion of the backscatter signal selected by an analysis gate of width τw delayed by an amount τd from the start of the signal. The goal of this study was to characterize the ABTF for a wide range of gate delays (1 μs ≤ τd ≤ 6 μs) and gate widths (1 μs ≤ τw ≤ 6 μs). Measurements were performed on 29 specimens of human cancellous bone in the frequency range 1.5 to 6.0 MHz using a broadband 5-MHz transducer. The ABTF was found to be an approximately linear function of frequency for most choices of τd and τw. Changes in τd and τw caused the frequency-averaged ABTF [quantified by apparent integrated backscatter (AIB)] and the frequency dependence of the ABTF [quantified by frequency slope of apparent backscatter (FSAB)] to change by as much as 24.6 dB and 6.7 dB/MHz, respectively. τd strongly influenced the measured values of AIB and FSAB and the correlation of AIB with bone density (-0.95 ≤ R ≤ +0.68). The correlation of FSAB with bone density was influenced less strongly by τd (-0.97 ≤ R ≤ -0.87). τw had a weaker influence than τd on the measured values of AIB and FSAB and the correlation of these parameters with bone density.
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45
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Eneh CTM, Liukkonen J, Malo MKH, Jurvelin JS, Töyräs J. Inter-individual changes in cortical bone three-dimensional microstructure and elastic coefficient have opposite effects on radial sound speed. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2015; 138:3491-3499. [PMID: 26723306 DOI: 10.1121/1.4934276] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Knowledge about simultaneous contributions of tissue microstructure and elastic properties on ultrasound speed in cortical bone is limited. In a previous study, porosities and elastic coefficients of cortical bone in human femurs were shown to change with age. In the present study, influences of inter-individual and site-dependent variation in cortical bone microstructure and elastic properties on radial speed of sound (SOS; at 4, 6, and 8 MHz) were investigated using three-dimensional (3D) finite difference time domain modeling. Models with fixed (nominal model) and sample-specific (sample-specific model) values of radial elastic coefficients were compared. Elastic coefficients and microstructure for samples (n = 24) of human femoral shafts (n = 6) were derived using scanning acoustic microscopy and micro-computed tomography images, respectively. Porosity-related SOS varied more extensively in nominal models than in sample-specific models. Linear correlation between pore separation and SOS was similar (R = 0.8, p < 0.01, for 4 MHz) for both models. The determination coefficient (R(2)= 0.75, p < 0.05) between porosity and radial SOS, especially at 4 MHz, was highest in the posterior quadrant. The determination coefficient was lower for models with sample-specific values of radial elastic coefficient implemented (R(2) < 0.33, p < 0.05), than for nominal models (0.48 < R(2)< 0.63, p < 0.05). This information could be useful in in vivo pulse-echo cortical thickness measurements applying constant SOS.
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Affiliation(s)
- Chibuzor T M Eneh
- Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland
| | - Jukka Liukkonen
- Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland
| | - Markus K H Malo
- Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland
| | - Jukka S Jurvelin
- Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland
| | - Juha Töyräs
- Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland
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46
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Casciaro S, Conversano F, Pisani P, Muratore M. New perspectives in echographic diagnosis of osteoporosis on hip and spine. ACTA ACUST UNITED AC 2015; 12:142-50. [PMID: 26604940 DOI: 10.11138/ccmbm/2015.12.2.142] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Currently, the accepted "gold standard" method for bone mineral density (BMD) measurement and osteoporosis diagnosis is dual-energy X-ray absorptiometry (DXA). However, actual DXA effectiveness is limited by several factors, including intrinsic accuracy uncertainties and possible errors in patient positioning and/or post-acquisition data analysis. DXA employment is also restricted by the typical issues related to ionizing radiation employment (high costs, need of dedicated structures and certified operators, unsuitability for population screenings). The only commercially-available alternative to DXA is represented by "quantitative ultrasound" (QUS) approaches, which are radiation-free, cheaper and portable, but they cannot be applied on the reference anatomical sites (lumbar spine and proximal femur). Therefore, their documented clinical usefulness is restricted to calcaneal applications on elderly patients (aged over 65 y), in combination with clinical risk factors and only for the identification of healthy subjects at low fracture risk. Literature-reported studies performed some QUS measurements on proximal femur, but their clinical translation is mostly hindered by intrinsic factors (e.g., device bulkiness). An innovative ultrasound methodology has been recently introduced, which performs a combined analysis of B-mode images and corresponding "raw" radiofrequency signals acquired during an echographic scan of the target reference anatomical site, providing two novel parameters: Osteoporosis Score and Fragility Score, indicative of BMD level and bone strength, respectively. This article will provide a brief review of the available systems for osteoporosis diagnosis in clinical routine contexts, followed by a synthesis of the most promising research results on the latest ultrasound developments for early osteoporosis diagnosis and fracture prevention.
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Affiliation(s)
- Sergio Casciaro
- National Research Council, Institute of Clinical Physiology, Lecce, Italy
| | | | - Paola Pisani
- National Research Council, Institute of Clinical Physiology, Lecce, Italy
| | - Maurizio Muratore
- OU of Rheumatology, "Galateo" Hospital, San Cesario di Lecce, ASL-LE, Lecce, Italy
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Hoffmeister BK, Spinolo PL, Sellers ME, Marshall PL, Viano AM, Lee SR. Effect of intervening tissues on ultrasonic backscatter measurements of bone: An in vitro study. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2015; 138:2449-57. [PMID: 26520327 PMCID: PMC4627934 DOI: 10.1121/1.4931906] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2015] [Revised: 09/07/2015] [Accepted: 09/12/2015] [Indexed: 05/28/2023]
Abstract
Ultrasonic backscatter techniques are being developed to diagnose osteoporosis. Tissues that lie between the transducer and the ultrasonically interrogated region of bone may produce errors in backscatter measurements. The goal of this study is to investigate the effects of intervening tissues on ultrasonic backscatter measurements of bone. Measurements were performed on 24 cube shaped specimens of human cancellous bone using a 5 MHz transducer. Measurements were repeated after adding a 1 mm thick plate of cortical bone to simulate the bone cortex and a 3 cm thick phantom to simulate soft tissue at the hip. Signals were analyzed to determine three apparent backscatter parameters (apparent integrated backscatter, frequency slope of apparent backscatter, and frequency intercept of apparent backscatter) and three backscatter difference parameters [normalized mean backscatter difference (nMBD), normalized slope of the backscatter difference, and normalized intercept of the backscatter difference]. The apparent backscatter parameters were impacted significantly by the presence of intervening tissues. In contrast, the backscatter difference parameters were not affected by intervening tissues. However, only one backscatter difference parameter, nMBD, demonstrated a strong correlation with bone mineral density. Thus, among the six parameters tested, nMBD may be the best choice for in vivo backscatter measurements of bone when intervening tissues are present.
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Affiliation(s)
| | - P Luke Spinolo
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
| | - Mark E Sellers
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
| | - Peyton L Marshall
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
| | - Ann M Viano
- Department of Physics, Rhodes College, Memphis, Tennessee 38112, USA
| | - Sang-Rok Lee
- Department of Kinesiology and Dance, New Mexico State University, Las Cruces, New Mexico 88003, USA
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48
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Liu C, Tang T, Xu F, Ta D, Matsukawa M, Hu B, Wang W. Signal of Interest Selection Standard for Ultrasonic Backscatter in Cancellous Bone Evaluation. ULTRASOUND IN MEDICINE & BIOLOGY 2015. [PMID: 26210784 DOI: 10.1016/j.ultrasmedbio.2015.06.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
The aim of this study was to examine the effect of the backscattered signal of interest (SOI) on ultrasonic cancellous bone evaluation. In vitro backscatter measurements were performed using 16 bovine cancellous bone specimens and six different transducers with central frequencies of 0.5, 1, 2.25, 3.5, 5 and 10 MHz. The SOI for signal analysis was selected by a rectangular window. The delay (T1) and duration (T2) of the time window were varied, and the apparent integrated backscatter (AIB) and its correlation to bone volume fraction (BV/TV) were calculated. The results indicate that in addition to affecting the measured value of AIB, the SOI influences the observed correlation between AIB and BV/TV. Strong positive correlations were observed for short T1 (0.5 MHz: ≤6 μs, 1 MHz: ≤3 μs, 2.25 and 3.5 MHz: ≤2 μs, 5 and 10 MHz: ≤1 μs). However, strong negative correlations were observed when T1 was long (0.5 MHz: >9 μs, 1 MHz: >7 μs, 2.25 and 3.5 MHz: >3 μs, 5 and 10 MHz: >2 μs). The T2 value, especially low values (≤3 μs), also influenced the correlation coefficients. Positive correlations were more commonly observed at lower frequencies (i.e., 0.5-1 MHz), whereas negative correlations were more common at higher frequencies (i.e., 2.25-10 MHz). An explicit standard for in vitro SOI selection and cancellous bone assessment was proposed for a broad frequency range (0.5-10 MHz). Current conflicting findings are explained, and constructive suggestions for ultrasonic backscatter cancellous bone evaluation are provided.
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Affiliation(s)
- Chengcheng Liu
- Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Tao Tang
- Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Feng Xu
- Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Dean Ta
- Department of Electronic Engineering, Fudan University, Shanghai, China; Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention (MICCAI) of Shanghai, Shanghai, China.
| | - Mami Matsukawa
- Lab of Ultrasonic Electronics, Doshisha University, Kyoto, Japan
| | - Bo Hu
- Department of Electronic Engineering, Fudan University, Shanghai, China
| | - Weiqi Wang
- Department of Electronic Engineering, Fudan University, Shanghai, China
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Generation of 3D shape, density, cortical thickness and finite element mesh of proximal femur from a DXA image. Med Image Anal 2015; 24:125-134. [DOI: 10.1016/j.media.2015.06.001] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2014] [Revised: 06/03/2015] [Accepted: 06/11/2015] [Indexed: 11/19/2022]
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50
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Conversano F, Franchini R, Greco A, Soloperto G, Chiriacò F, Casciaro E, Aventaggiato M, Renna MD, Pisani P, Di Paola M, Grimaldi A, Quarta L, Quarta E, Muratore M, Laugier P, Casciaro S. A novel ultrasound methodology for estimating spine mineral density. ULTRASOUND IN MEDICINE & BIOLOGY 2015; 41:281-300. [PMID: 25438845 DOI: 10.1016/j.ultrasmedbio.2014.08.017] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2014] [Revised: 08/14/2014] [Accepted: 08/20/2014] [Indexed: 05/10/2023]
Abstract
We investigated the possible clinical feasibility and accuracy of an innovative ultrasound (US) method for diagnosis of osteoporosis of the spine. A total of 342 female patients (aged 51-60 y) underwent spinal dual X-ray absorptiometry and abdominal echographic scanning of the lumbar spine. Recruited patients were subdivided into a reference database used for US spectral model construction and a study population for repeatability and accuracy evaluation. US images and radiofrequency signals were analyzed via a new fully automatic algorithm that performed a series of spectral and statistical analyses, providing a novel diagnostic parameter called the osteoporosis score (O.S.). If dual X-ray absorptiometry is assumed to be the gold standard reference, the accuracy of O.S.-based diagnoses was 91.1%, with k = 0.859 (p < 0.0001). Significant correlations were also found between O.S.-estimated bone mineral densities and corresponding dual X-ray absorptiometry values, with r(2) values up to 0.73 and a root mean square error of 6.3%-9.3%. The results obtained suggest that the proposed method has the potential for future routine application in US-based diagnosis of osteoporosis.
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Affiliation(s)
| | - Roberto Franchini
- National Research Council, Institute of Clinical Physiology, Lecce, Italy
| | | | - Giulia Soloperto
- National Research Council, Institute of Clinical Physiology, Lecce, Italy
| | - Fernanda Chiriacò
- National Research Council, Institute of Clinical Physiology, Lecce, Italy
| | - Ernesto Casciaro
- National Research Council, Institute of Clinical Physiology, Lecce, Italy
| | | | | | - Paola Pisani
- National Research Council, Institute of Clinical Physiology, Lecce, Italy
| | - Marco Di Paola
- National Research Council, Institute of Clinical Physiology, Lecce, Italy
| | - Antonella Grimaldi
- O.U. of Rheumatology, "Galateo" Hospital, San Cesario di Lecce, ASL-LE, Lecce, Italy
| | - Laura Quarta
- O.U. of Rheumatology, "Galateo" Hospital, San Cesario di Lecce, ASL-LE, Lecce, Italy
| | - Eugenio Quarta
- O.U. of Rheumatology, "Galateo" Hospital, San Cesario di Lecce, ASL-LE, Lecce, Italy
| | - Maurizio Muratore
- O.U. of Rheumatology, "Galateo" Hospital, San Cesario di Lecce, ASL-LE, Lecce, Italy
| | - Pascal Laugier
- Laboratoire d'Imagerie Biomédicale, Sorbonne Universités, UPMC 06, INSERM, CNRS, Paris, France
| | - Sergio Casciaro
- National Research Council, Institute of Clinical Physiology, Lecce, Italy.
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