Prognosis of stage IV bone cancer based on pattern of metastasis: a retrospective survival analysis of patients from the Surveillance, Epidemiology, and End Results (SEER) database
Ayaz, T.; Panchbhavi, M. A.; Kashif, M. T.; Abdullah, M. S.; Akhtar, Z.
Show abstract
BackgroundPrognosis in bone cancer patients with metastatic disease is believed to vary based on site/pattern of spread. In 2003, the American Joint Committee on Cancer (AJCC) incorporated this observation into the TNM Staging System by subclassifying metastatic disease into M1a or M1b. We conducted a retrospective survival analysis of patients with primary bone cancer to characterize prognosis and assess outcomes in M1a versus M1b disease. MethodsThe Surveillance, Epidemiology and End Results (SEER) database was searched for cases of primary bone cancer presenting with metastasis from 2010 to 2015. Cases were grouped using AJCC metastatic staging as metastasis to the lung only (M1a) or other pattern of metastasis (M1b). Overall survival and cause-specific survival were assessed using Kaplan-Meier analysis and multivariate cox regression models. Multivariate models adjusted for multiple demographic, tumor characteristic, and treatment covariates. ResultsFive hundred and twenty-six cases met the inclusion criteria for this study. Two hundred and forty-eight were staged as M1a, and 278 were staged as M1b. Mean follow-up time for the cohort was 18.21 months (SD = 16.76). Fifty percent (124 of 248) of M1a and 59.4% (165 of 278) of M1b patients had died by the end of the study. Overall (P = .003) and cause-specific survival (P = .010) times were significantly lower for M1b patients via log-rank test. Adjusted analysis showed that M1b patients had poorer overall survival (HR, 1.505; 95% CI, 1.138-1.989; P = .004) and cause-specific survival (HR, 1.446; 95% CI, 1.091-1.918; P = .010) compared to M1a patients. ConclusionMetastasis pattern is an independent predictor of survival. M1a metastatic disease tends to have a better prognosis compared to M1b. This study supports the decision of the AJCC to subclassify metastatic disease for the purposes of staging and highlights the differences in prognosis between these two patterns of disease.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Immunohistochemical Study of Histone Protein 3 Modification in Pediatric Osteosarcoma Identifies Reduced H3K27me3 as a Marker of Poor Treatment Response 95%
- Nationwide incidence of sarcomas and connective tissue tumors of intermediate malignancy over four years using an expert pathology review network. 93%
- PD-L1 expression in 522 selected sarcomas with subset analysis of recurrent or metastatic matched samples and association with tumour-infiltrating lymphocytes 92%
Similar papers in this journal
- Image matters: Development of a novel staining method, the RGB-trichrome, as a reliable tool for the study of the musculoskeletal system 92%
- Comparison of Radiomic Feature Aggregation Methods for Patients with Multiple Tumors 92%
- Evaluation of longitudinal time-lapsed in vivo micro-CT for monitoring fracture healing in mouse femur defect models 91%
Similar papers in this journal
- Cytokine Profiling of Children, Adolescents, and Young Adults Newly Diagnosed with Sarcomas Demonstrates a Role for IL-1β in Osteosarcoma Metastasis 92%
- NDRG1 expression is an independent prognostic factor in inflammatory breast cancer 91%
- The Extracellular Matrix Regulates Invasion in Fusion-Negative Rhabdomyosarcoma via YAP-PIEZO1 Signaling Axis 90%
Similar papers in this journal
- Establishment and validation of pre-therapy cervical vertebrae muscle quantification as a prognostic marker of sarcopenia in head and neck patients receiving definitive cancer surgery 91%
- Distinct metastatic organotropism shapes prognosis in lung adenocarcinoma with brain metastasis 89%
- Factors affecting COVID-19 outcomes in cancer patients - A first report from Guys Cancer Centre in London 89%
Similar papers in this journal
- Retrospective study on the clinicogenomic characteristics of EGFR mutant and wildtype NSCLC 90%
- The Impact of Fasting the Holy Month of Ramadan on Colorectal Cancer Patients and Two Tumor Biomarkers: A Tertiary-Care Hospital Experience 89%
- SARS-CoV-2 antibody seroprevalence in cancer patients on systemic antineoplastic treatment in the first wave of the COVID-19 pandemic in Portugal 89%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.