Cargando…
Exploring the Paradox of Bone Mineral Density in Type 2 Diabetes: A Comparative Study Using Opportunistic Chest CT Texture Analysis and DXA
Background: This study aimed to validate the application of CT texture analysis in estimating Bone Mineral Density (BMD) in patients with Type 2 Diabetes (T2D) and comparing it with the results of dual-energy X-ray absorptiometry (DXA) in a normative cohort. Methods: We analyzed a total of 510 cases...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10486730/ https://www.ncbi.nlm.nih.gov/pubmed/37685322 http://dx.doi.org/10.3390/diagnostics13172784 |
_version_ | 1785103076234887168 |
---|---|
author | Kim, Min Woo Huh, Jung Wook Noh, Young Min Seo, Han Eol Lee, Dong Ha |
author_facet | Kim, Min Woo Huh, Jung Wook Noh, Young Min Seo, Han Eol Lee, Dong Ha |
author_sort | Kim, Min Woo |
collection | PubMed |
description | Background: This study aimed to validate the application of CT texture analysis in estimating Bone Mineral Density (BMD) in patients with Type 2 Diabetes (T2D) and comparing it with the results of dual-energy X-ray absorptiometry (DXA) in a normative cohort. Methods: We analyzed a total of 510 cases (145 T2D patients and 365 normal patients) from a single institution. DXA-derived BMD and CT texture analysis-estimated BMD were compared for each participant. Additionally, we investigated the correlation among 45 different texture features within each group. Results: The correlation between CT texture analysis-estimated BMD and DXA-derived BMD in T2D patients was consistently high (0.94 or above), whether measured at L1 BMD, L1 BMC, total hip BMD, or total hip BMC. In contrast, the normative cohort showed a modest correlation, ranging from 0.66 to 0.75. Among the 45 texture features, significant differences were found in the Contrast V 64 and Contrast V 128 features in the normal group. Conclusion: In essence, our study emphasizes that the clinical assessment of bone health, particularly in T2D patients, should not merely rely on traditional measures, such as DXA BMD. Rather, it may be beneficial to incorporate other diagnostic tools, such as CT texture analysis, to better comprehend the complex interplay between various factors impacting bone health. |
format | Online Article Text |
id | pubmed-10486730 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-104867302023-09-09 Exploring the Paradox of Bone Mineral Density in Type 2 Diabetes: A Comparative Study Using Opportunistic Chest CT Texture Analysis and DXA Kim, Min Woo Huh, Jung Wook Noh, Young Min Seo, Han Eol Lee, Dong Ha Diagnostics (Basel) Article Background: This study aimed to validate the application of CT texture analysis in estimating Bone Mineral Density (BMD) in patients with Type 2 Diabetes (T2D) and comparing it with the results of dual-energy X-ray absorptiometry (DXA) in a normative cohort. Methods: We analyzed a total of 510 cases (145 T2D patients and 365 normal patients) from a single institution. DXA-derived BMD and CT texture analysis-estimated BMD were compared for each participant. Additionally, we investigated the correlation among 45 different texture features within each group. Results: The correlation between CT texture analysis-estimated BMD and DXA-derived BMD in T2D patients was consistently high (0.94 or above), whether measured at L1 BMD, L1 BMC, total hip BMD, or total hip BMC. In contrast, the normative cohort showed a modest correlation, ranging from 0.66 to 0.75. Among the 45 texture features, significant differences were found in the Contrast V 64 and Contrast V 128 features in the normal group. Conclusion: In essence, our study emphasizes that the clinical assessment of bone health, particularly in T2D patients, should not merely rely on traditional measures, such as DXA BMD. Rather, it may be beneficial to incorporate other diagnostic tools, such as CT texture analysis, to better comprehend the complex interplay between various factors impacting bone health. MDPI 2023-08-28 /pmc/articles/PMC10486730/ /pubmed/37685322 http://dx.doi.org/10.3390/diagnostics13172784 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kim, Min Woo Huh, Jung Wook Noh, Young Min Seo, Han Eol Lee, Dong Ha Exploring the Paradox of Bone Mineral Density in Type 2 Diabetes: A Comparative Study Using Opportunistic Chest CT Texture Analysis and DXA |
title | Exploring the Paradox of Bone Mineral Density in Type 2 Diabetes: A Comparative Study Using Opportunistic Chest CT Texture Analysis and DXA |
title_full | Exploring the Paradox of Bone Mineral Density in Type 2 Diabetes: A Comparative Study Using Opportunistic Chest CT Texture Analysis and DXA |
title_fullStr | Exploring the Paradox of Bone Mineral Density in Type 2 Diabetes: A Comparative Study Using Opportunistic Chest CT Texture Analysis and DXA |
title_full_unstemmed | Exploring the Paradox of Bone Mineral Density in Type 2 Diabetes: A Comparative Study Using Opportunistic Chest CT Texture Analysis and DXA |
title_short | Exploring the Paradox of Bone Mineral Density in Type 2 Diabetes: A Comparative Study Using Opportunistic Chest CT Texture Analysis and DXA |
title_sort | exploring the paradox of bone mineral density in type 2 diabetes: a comparative study using opportunistic chest ct texture analysis and dxa |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10486730/ https://www.ncbi.nlm.nih.gov/pubmed/37685322 http://dx.doi.org/10.3390/diagnostics13172784 |
work_keys_str_mv | AT kimminwoo exploringtheparadoxofbonemineraldensityintype2diabetesacomparativestudyusingopportunisticchestcttextureanalysisanddxa AT huhjungwook exploringtheparadoxofbonemineraldensityintype2diabetesacomparativestudyusingopportunisticchestcttextureanalysisanddxa AT nohyoungmin exploringtheparadoxofbonemineraldensityintype2diabetesacomparativestudyusingopportunisticchestcttextureanalysisanddxa AT seohaneol exploringtheparadoxofbonemineraldensityintype2diabetesacomparativestudyusingopportunisticchestcttextureanalysisanddxa AT leedongha exploringtheparadoxofbonemineraldensityintype2diabetesacomparativestudyusingopportunisticchestcttextureanalysisanddxa |