Related Experiment Video
Updated: Jan 7, 2026

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
Published on: August 16, 2020
Bone metastases from endocrine cancer: advances in diagnosis, treatment, and prevention
Shuzhou Huang1,2, Yue Shen2,3, Hanchen Li1
1Department of Orthopedics, Shandong Second Medical University, Weifang, Shandong, China.
Abstract:
Endocrine cancers, originating from hormone-producing organs, prefer to metastasize hematogenously to bone as a common site. Once considered rare, diagnosis rate of bone metastases presents a rising trend attribute to advanced imaging techniques and greater patient longevity. However, accurate diagnosis of bone metastases remains challenging. Diagnostic hurdles stem from heterogeneous metastatic mechanisms among cancer types and high rates of therapeutic resistance. Preventive measures remain sub-optimal, and clinical management pathways are often fragmented. Addressing these complexities requires a systematic research approach to enhance diagnostic accuracy and optimize therapeutic strategies. Present review synthesizes recent progress in the diagnosis, management, and prevention of bone metastases in endocrine tumors, emphasizing the imperative for an integrated diagnostic paradigm that leverages clinical assessment, advanced imaging, and molecular/genomic profiling to inform precision medicine. We also explore emerging hybrid predictive models that clarify the distinct biological mechanisms underpinning bone metastasis in various endocrine cancers. Ultimately, this review identifies pathways for improved therapies, refined clinical guidelines, and enhanced multidisciplinary collaboration, aiming to extend survival, improve quality of life, and ensure optimal healthcare resource utilization for patients with endocrine malignancies.
Related Concept Videos
Targeted Cancer Therapies
There are several types of targeted therapies against...
Metastasis
Epithelial-to-Mesenchymal Transition
The epithelial-to-mesenchymal transition or EMT is a developmental process commonly observed in wound healing, embryogenesis, and cancer metastasis. EMT is induced by transforming growth factor-beta (TGF-β) or receptor tyrosine kinase (RTK) ligands, which further...
Cancer Therapies
However, cancer treatments can pose several challenges, as therapies used to kill cancer cells are generally also toxic to normal cells. Moreover, cancer cells mutate rapidly and can develop resistance to chemical agents or radiation therapy. Besides, all types of cancer cells may not respond to the same therapy. Some cancer cells respond to one...
Combination Therapies and Personalized Medicine
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
Cancer Survival Analysis
Tumor Immunotherapy

