Identification of shared gene signatures and pathways for diagnosing osteoporosis with sarcopenia through integrated bioinformatics analysis and machine learning
X Zhou, L Zhao, Z Zhang, Y Chen, G Chen… - BMC Musculoskeletal …, 2024 - Springer
Background Prior studies have suggested a potential relationship between osteoporosis
and sarcopenia, both of which can present symptoms of compromised mobility. Additionally …
and sarcopenia, both of which can present symptoms of compromised mobility. Additionally …
[HTML][HTML] Integrating transcriptomic and proteomic data for a comprehensive molecular perspective on the association between sarcopenia and osteoporosis
J Chen, J Xu, L Gou, Y Zhu, W Zhong, H Guo… - Archives of Gerontology …, 2024 - Elsevier
Background Osteoporosis and sarcopenia are common age-related conditions
characterized by the progressive loss of bone density and muscle mass, respectively. Their …
characterized by the progressive loss of bone density and muscle mass, respectively. Their …
[PDF][PDF] Integrative Analyses of Biomarkers and Pathways for Osteosarcopenia
Y Li, J Sun, G Wang - 2021 - pdfs.semanticscholar.org
Osteosarcopenia is a geriatric syndrome coexistence of osteoporosis and sarcopenia.
However, the molecular mechanism underlying osteosarcopenia have not been fully …
However, the molecular mechanism underlying osteosarcopenia have not been fully …
[HTML][HTML] Differential gene expression profile by RNA sequencing study of elderly osteoporotic hip fracture patients with sarcopenia
Background The purpose of this study was to report the RNA sequencing profile according
to the presence or absence of sarcopenia in elderly patients with osteoporotic hip fracture …
to the presence or absence of sarcopenia in elderly patients with osteoporotic hip fracture …
Screening and Analysis of Core Genes for Osteoporosis Based on Bioinformatics Analysis and Machine Learning Algorithms
Y Lu, W Wang, B Yang, G Cao, Y Du, JY Liu - Indian Journal of …, 2024 - Springer
Objective This study aimed to identify osteoporosis-related core genes using bioinformatics
analysis and machine learning algorithms. Methods mRNA expression profiles of …
analysis and machine learning algorithms. Methods mRNA expression profiles of …
Machine learning analysis of gene expression profile reveals a novel diagnostic signature for osteoporosis
X Chen, G Liu, S Wang, H Zhang, P Xue - Journal of Orthopaedic Surgery …, 2021 - Springer
Background Osteoporosis (OP) is increasingly prevalent with the aging of the world
population. It is urgent to identify efficient diagnostic signatures for the clinical application …
population. It is urgent to identify efficient diagnostic signatures for the clinical application …
Integrating genome-wide association and transcriptome prediction model identifies novel target genes for osteoporosis
In this study, we integrated large-scale GWAS summary data and used the predicted
transcriptome-wide association study method to discover novel genes associated with …
transcriptome-wide association study method to discover novel genes associated with …
[HTML][HTML] Identifying a possible new target for diagnosis and treatment of postmenopausal osteoporosis through bioinformatics and clinical sample analysis
T Liu, J Huang, D Xu, Y Li - Annals of translational medicine, 2021 - ncbi.nlm.nih.gov
Background Postmenopausal osteoporosis, a common yet chronic systemic metabolic
disease, has become a major public health problem due to life expectancy increasing …
disease, has become a major public health problem due to life expectancy increasing …
Identification of the molecular link: STAT3 is a shared key gene linking postmenopausal osteoporosis and sarcopenia
D Liu, K Wang, J Wang, F Cao, L Tao - Bone & Joint Research, 2024 - boneandjoint.org.uk
Aims This study explored the shared genetic traits and molecular interactions between
postmenopausal osteoporosis (POMP) and sarcopenia, both of which substantially degrade …
postmenopausal osteoporosis (POMP) and sarcopenia, both of which substantially degrade …
Construction of a 5-feature gene model by support vector machine for classifying osteoporosis samples
M Hu, L Zou, J Lu, Z Yang, Y Chen, Y Xu, C Sun - Bioengineered, 2021 - Taylor & Francis
Osteoporosis is a progressive bone disease in the elderly and lacks an effective
classification method of patients. This study constructed a gene signature for an accurate …
classification method of patients. This study constructed a gene signature for an accurate …