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 …

[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 …

[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 …

[HTML][HTML] Differential gene expression profile by RNA sequencing study of elderly osteoporotic hip fracture patients with sarcopenia

YJ Kang, JI Yoo, KW Baek - Journal of Orthopaedic Translation, 2021 - Elsevier
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 …

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 …

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 …

Integrating genome-wide association and transcriptome prediction model identifies novel target genes for osteoporosis

M Zhu, P Yin, F Hu, J Jiang, L Yin, Y Li… - Osteoporosis International, 2021 - Springer
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 …

[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 …

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 …

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 …