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1.
J Bone Miner Res ; 38(9): 1234-1244, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37132542

RESUMO

Most fracture risk assessment tools use clinical risk factors combined with bone mineral density (BMD) to improve assessment of osteoporosis; however, stratifying fracture risk remains challenging. This study developed a fracture risk assessment tool that uses information about volumetric bone density and three-dimensional structure, obtained using high-resolution peripheral quantitative compute tomography (HR-pQCT), to provide an alternative approach for patient-specific assessment of fracture risk. Using an international prospective cohort of older adults (n = 6802) we developed a tool to predict osteoporotic fracture risk, called µFRAC. The model was constructed using random survival forests, and input predictors included HR-pQCT parameters summarizing BMD and microarchitecture alongside clinical risk factors (sex, age, height, weight, and prior adulthood fracture) and femoral neck areal BMD (FN aBMD). The performance of µFRAC was compared to the Fracture Risk Assessment Tool (FRAX) and a reference model built using FN aBMD and clinical covariates. µFRAC was predictive of osteoporotic fracture (c-index = 0.673, p < 0.001), modestly outperforming FRAX and FN aBMD models (c-index = 0.617 and 0.636, respectively). Removal of FN aBMD and all clinical risk factors, except age, from µFRAC did not significantly impact its performance when estimating 5-year and 10-year fracture risk. The performance of µFRAC improved when only major osteoporotic fractures were considered (c-index = 0.733, p < 0.001). We developed a personalized fracture risk assessment tool based on HR-pQCT that may provide an alternative approach to current clinical methods by leveraging direct measures of bone density and structure. © 2023 The Authors. Journal of Bone and Mineral Research published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research (ASBMR).


Assuntos
Fraturas por Osteoporose , Humanos , Idoso , Adulto , Fraturas por Osteoporose/diagnóstico por imagem , Estudos Prospectivos , Tomografia Computadorizada por Raios X , Densidade Óssea , Medição de Risco
2.
Arthritis Res Ther ; 23(1): 208, 2021 08 06.
Artigo em Inglês | MEDLINE | ID: mdl-34362427

RESUMO

BACKGROUND: Trabecular bone texture analysis (TBTA) has been identified as an imaging biomarker that provides information on trabecular bone changes due to knee osteoarthritis (KOA). Consequently, it is important to conduct a comprehensive review that would permit a better understanding of this unfamiliar image analysis technique in the area of KOA research. We examined how TBTA, conducted on knee radiographs, is associated to (i) KOA incidence and progression, (ii) total knee arthroplasty, and (iii) KOA treatment responses. The primary aims of this study are twofold: to provide (i) a narrative review of the studies conducted on radiographic KOA using TBTA, and (ii) a viewpoint on future research priorities. METHOD: Literature searches were performed in the PubMed electronic database. Studies published between June 1991 and March 2020 and related to traditional and fractal image analysis of trabecular bone texture (TBT) on knee radiographs were identified. RESULTS: The search resulted in 219 papers. After title and abstract scanning, 39 studies were found eligible and then classified in accordance to six criteria: cross-sectional evaluation of osteoarthritis and non-osteoarthritis knees, understanding of bone microarchitecture, prediction of KOA progression, KOA incidence, and total knee arthroplasty and association with treatment response. Numerous studies have reported the relevance of TBTA as a potential bioimaging marker in the prediction of KOA incidence and progression. However, only a few studies have focused on the association of TBTA with both OA treatment responses and the prediction of knee joint replacement. CONCLUSION: Clear evidence of biological plausibility for TBTA in KOA is already established. The review confirms the consistent association between TBT and important KOA endpoints such as KOA radiographic incidence and progression. TBTA could provide markers for enrichment of clinical trials enhancing the screening of KOA progressors. Major advances were made towards a fully automated assessment of KOA.


Assuntos
Osteoartrite do Joelho , Osso Esponjoso , Estudos Transversais , Progressão da Doença , Humanos , Osteoartrite do Joelho/diagnóstico por imagem , Tíbia
3.
Bone ; 142: 115682, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-33039577

RESUMO

OBJECTIVE: Treatment is usually withheld from women with osteopenia even though they are the source of over 70% of all women having fragility fractures. As microstructural deterioration increases fracture risk and zoledronate reduces it, we aimed to determine whether identifying and treating women with osteopenia and severe microstructural deterioration is cost-effective. We also compared the health economic outcomes of 'global' versus 'targeted' treatment using SFS of women aged ≥70 years with osteopenia. DESIGN: We assessed the cost-effectiveness from using a Markov model that simulated 10-year follow up of women with osteopenia. Decision analysis compared measurement of distal radial microstructure using high resolution peripheral computed tomography (at a cost of USD $210) to target women with severe microstructural deterioration for zoledronate treatment, compared to standard care defined as measurement of bone mineral density (BMD) with treatment recommended when femoral neck BMD T score is ≤-2.5 SD with or without a prevalent fracture. In the 'global' treatment approach, high resolution peripheral quantitative tomography (HRpQCT) was not undertaken. SETTING: US healthcare system. PARTICIPANTS: A hypothetical cohort of 1000 women aged ≥70 years with osteopenia and no previous fractures was studied. MEASURES: Fractures, deaths, years of life lived, quality-adjusted life years (QALYs) lived and costs. Data inputs were obtained from published sources. A 3% annual discount rate was applied to future health benefits and costs. RESULTS: Women in the standard care group incurred 327 fractures during 7341.0 years and 4914.2 QALYs lived. Women in the intervention group incurred 300 fractures (number needed to treat 37) during 7359.2 years and 4928.8 QALYs lived. Net costs were USD $4,862,669 and $4,952,004, respectively, equating to 18.1 years of life saved and 14.6 QALYs saved, and incremental cost-effectiveness ratios of $4992 per year of life saved and $6135 per QALY saved. These ratios are well within the threshold considered to be cost-effective. Sensitivity analyses indicated the results were robust. Relative to standard of care, 'global' and 'targeted' treatment respectively resulted in 0.0364 vs. 0.0181 years of life (YoLS) saved per person, and 0.0292 and 0.0146 QALYs saved per person. The net costs per person for the respective approaches were $US 359 and $US 89. The incremental cost-effectiveness ratios were $9864 per YoLS and $12,290 per QALY saved for the 'global' approach and $4992 per YoLS and $6135 per QALY saved for the 'targeted' approach. CONCLUSION: Identifying and treating women ≥70 years of age with osteopenia and microstructural deterioration with zoledronate cost-effectively reduces the morbidity and mortality imposed by fragility fractures. This 'targeted' approach is more cost-effective than a 'global' approach and incurs only 25% of total costs. IMPLICATION: Women with osteopenia with bone fragility due to microstructural deterioration should be identified and targeted for treatment. SUMMARY: Women with osteopenia have 70% of fractures. Treating those with microstructural deterioration conferred an incremental cost-effectiveness ratio of $4992/year of life saved and $6135 per QALY saved.


Assuntos
Conservadores da Densidade Óssea , Doenças Ósseas Metabólicas , Idoso , Idoso de 80 Anos ou mais , Densidade Óssea , Conservadores da Densidade Óssea/uso terapêutico , Doenças Ósseas Metabólicas/tratamento farmacológico , Análise Custo-Benefício , Feminino , Humanos , Cadeias de Markov , Anos de Vida Ajustados por Qualidade de Vida
4.
Joint Bone Spine ; 85(2): 211-217, 2018 03.
Artigo em Inglês | MEDLINE | ID: mdl-28363826

RESUMO

OBJECTIVES: To assess the precision and the sources of variation due to repositioning of the manual measurement of erosions located on the metacarpophalangeal joints (MCP) with High-Resolution peripheral Quantitative Computed Tomography (HRpQCT) in rheumatoid arthritis (RA). METHODS: RA patients with at least one erosion on the 2nd, 3rd or 4th MCP on conventional radiographs were included. Two scans were performed the same day with repositioning. The main outcome was to calculate the short-term precision of the width, depth, and volume of erosions. Secondary outcomes were intra-operator and inter-operator precision, the least significant change, and the sources of variability of the measurement. RESULTS: Twenty-nine patients were included, allowing analysis of 406 erosions from 0.9 to 3mm of diameter. Intraclass correlation coefficients (ICC) for the precision of the measurement of the axial width, axial depth, and volume after repositioning were 0.80, 0.96, and 0.99, respectively. RMS CV and RMS SD were 16%, 0.26mm; 17.5%, 0.32mm; and 19.7%, 0.93mm3, respectively. For intra-operator precision, ICCs were 0.92, 0.97, and 0.99 with RMS CV of 16%, 16.4%, and 18.7%, respectively. Inter-operator precision of the volume was 0.99 with RMS CV of 14%. Least significant change of width, depth, and volume were 0.3mm, 0.2mm, and 0.3mm3. There was no significant correlation with bone microarchitecture parameters. CONCLUSION: HRpQCT analysis is a reproducible method to characterize and measure erosions, without effect of the repositioning. However, we showed weak precision in manual measurement due to intra-operator variability.


Assuntos
Artrite Reumatoide/diagnóstico por imagem , Artrite Reumatoide/patologia , Interpretação de Imagem Assistida por Computador , Articulação Metacarpofalângica/diagnóstico por imagem , Medicina de Precisão/métodos , Tomografia Computadorizada por Raios X/métodos , Adulto , Fatores Etários , Idoso , Estudos de Coortes , Feminino , Humanos , Masculino , Articulação Metacarpofalângica/patologia , Pessoa de Meia-Idade , Controle de Qualidade , Medição de Risco , Índice de Gravidade de Doença , Fatores Sexuais
6.
Joint Bone Spine ; 79(4): 379-83, 2012 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-22088933

RESUMO

OBJECTIVES: Rheumatoid arthritis is characterized by an early inflammatory related periarticular osteopenia. A new high resolution direct digital X-ray device has been recently developed to provide bone texture analysis which is designed to assess changes in trabecular bone architecture. For the first time, we have evaluated trabecular bone texture impairment in rheumatoid arthritis patients compared to healthy controls. METHODS: In this cross-sectional study, the reproducibility was assessed by three separate digital X-rays of the right hand, with repositioning in 14 late rheumatoid arthritis patients and 14 healthy subjects. Then, trabecular bone texture of the MCP2 and MCP3 from patients enrolled in a prospective cohort of 78 rheumatoid arthritis patients was compared with that of 50 healthy subjects, using three texture parameters: Hmean, co-occurrence and run-length. RESULTS: The coefficients of variation of the high resolution direct digital X-ray measurements ranged from 0.5 to 1.8%. Only the Hmean parameter was significantly decreased in rheumatoid arthritis patients compared to healthy subjects at MCP2 (0.637±0.040 vs. 0.654±0.032, P<0.05) and at MCP3 (0.646±0.044 vs. 0.665±0.037, P<0.05). This reduction was significantly correlated to disease activity. CONCLUSIONS: This study demonstrated both the good reproducibility of the high resolution digital X-ray measurements and the trabecular bone texture impairment at MCP joints in rheumatoid arthritis patients. In addition to provide a high resolution hand radiograph, this technique may represent an interesting tool to easily quantify periarticular osteopenia with a low radiation dose.


Assuntos
Artrite Reumatoide/diagnóstico por imagem , Doenças Ósseas Metabólicas/diagnóstico por imagem , Ossos Metacarpais/diagnóstico por imagem , Adulto , Artrite Reumatoide/complicações , Doenças Ósseas Metabólicas/etiologia , Estudos de Casos e Controles , Estudos Transversais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Tomografia Computadorizada por Raios X , Adulto Jovem
7.
Calcif Tissue Int ; 87(5): 385-91, 2010 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-20711834

RESUMO

Bone microarchitecture can be studied noninvasively using high-resolution peripheral quantitative computed tomography (HR-pQCT). However, this technique is not widely available, so more simple techniques may be useful. BMA is a new 2D high-resolution digital X-ray device, allowing for bone texture analysis with a fractal parameter (H(mean)). The aims of this study were (1) to evaluate the reproducibility of BMA at two novel sites (radius and tibia) in addition to the conventional site (calcaneus), (2) to compare the results obtained with BMA at all of those sites, and (3) to study the relationship between H(mean) and trabecular microarchitecture measured with an in vivo 3D device (HR-pQCT) at the distal tibia and radius. BMA measurements were performed at three sites (calcaneus, distal tibia, and radius) in 14 healthy volunteers to measure the short-term reproducibility and in a group of 77 patients with chronic kidney disease to compare BMA results to HR-pQCT results. The coefficient of variation of H(mean) was 1.2, 2.1, and 4.7% at the calcaneus, radius, and tibia, respectively. We found significant associations between trabecular volumetric bone mineral density and microarchitectural variables measured by HR-pQCT and H(mean) at the three sites (e.g., Pearson correlation between radial trabecular number and radial H(mean) r = 0.472, P < 0.001). This study demonstrated a significant but moderate relationship between 2D bone texture and 3D trabecular microarchitecture. BMA is a new reproducible technique with few technical constraints. Thus, it may represent an interesting tool for evaluating bone structure, in association with biological parameters and DXA.


Assuntos
Falência Renal Crônica/complicações , Osteoporose/diagnóstico por imagem , Rádio (Anatomia)/diagnóstico por imagem , Tíbia/diagnóstico por imagem , Tomografia Computadorizada por Raios X/métodos , Absorciometria de Fóton/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Densidade Óssea/fisiologia , Calcâneo/diagnóstico por imagem , Calcâneo/patologia , Estudos Transversais , Feminino , Humanos , Falência Renal Crônica/diagnóstico por imagem , Falência Renal Crônica/patologia , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Osteoporose/patologia , Rádio (Anatomia)/patologia , Tíbia/patologia , Adulto Jovem
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