overall survival
Overall Survival
Overview
Overall survival (OS) is a primary clinical endpoint used to measure the time from a defined starting point (such as diagnosis, treatment initiation, or randomization in a clinical trial) to death from any cause. In oncology and other serious medical conditions, OS represents one of the most clinically meaningful and objective measures of treatment efficacy, as it directly reflects patient lifespan rather than surrogate endpoints. OS is distinct from disease-specific metrics such as progression-free survival (PFS) and disease-free survival (DFS), which measure time to disease progression or recurrence, and is considered the gold standard endpoint in phase III randomized controlled trials. The robustness of OS as an outcome measure stems from its unambiguous definition and measurement—either a patient is alive or deceased at a given timepoint—making it less subject to interpretation bias than subjective clinical assessments. OS is frequently analyzed using statistical methods such as the Kaplan-Meier method to estimate survival curves and Cox proportional hazards models to calculate hazard ratios, which quantify the relative treatment effect between comparison groups.
Recent Publications Summary
Recent clinical studies across multiple cancer types have established OS as the critical efficacy measure in modern therapeutic trials. In soft-tissue sarcoma management, a 10-year analysis at a certified sarcoma centre investigated the impact of radiotherapy timing on local control and OS outcomes 42527052Jul. For extensive-stage small cell lung cancer, researchers developed a prognostic nomogram using real-world data to identify key clinical characteristics influencing OS in patients receiving serplulimab-based immunochemotherapy, integrating demographic and disease factors to predict individual patient survival 42533271Jul. In metastatic prostate cancer, a randomized trial examining PARP inhibition combined with androgen-signaling inhibition plus androgen deprivation therapy designated OS as a key secondary endpoint 42223064Jun. A phase 2 randomized trial in recurrent/metastatic head and neck squamous cell carcinoma established OS as the primary endpoint when comparing lenvatinib-pembrolizumab combination therapy against standard of care 42241967Jun. OS has also served as a critical secondary outcome in immunotherapy studies examining immune-related adverse events; research in mismatch repair-deficient and microsatellite instability-high digestive Cancers demonstrated correlations between severe immunotherapy-related adverse events and OS outcomes 42498483Jul. In elderly lung adenocarcinoma patients with brain metastases treated in the immunotherapy era, analyses specifically evaluated chemotherapy's effect on OS, examining whether conventional cytotoxic agents retain benefit 42481787Jul. Machine learning approaches, including deep hypergraph neural networks integrating clinical data and CT radiomics features, have been trained on progression-free survival and validated on OS prediction in non-small cell lung cancer to develop clinician-deployable prognostic tools 42008547Apr. Meta-analyses evaluating immune checkpoint inhibitors in metastatic castration-resistant prostate cancer designated OS and radiographic progression-free survival as primary outcomes, alongside objective response rate as a secondary measure 41672480Feb. In surgical oncology, robotic-assisted radical prostatectomy studies tracked OS alongside cancer-specific survival (CSS) and perioperative outcomes to comprehensively evaluate long-term oncologic benefit 42474561Jul. Across these diverse malignancies and treatment modalities, OS remains the definitive measure of therapeutic value, with confidence intervals and hazard ratios calculated to quantify treatment effects and establish clinical significance of new therapeutic approaches.
overall survival
Background Contexts
In the literature, the biological baseline, pathological conditions, or disease models commonly surrounding overall survival are described as follows:
- checkpoint inhibitor (Therapy) — 12 papers: PMIDs 42527077, 42527050, 42526918, 42495897, etc.
- acute myeloid leukemia (Disease) — 9 papers: PMIDs 42525505, 42429294, 42166362, 42085603, etc.
- hepatocellular carcinoma (Disease) — 8 papers: PMIDs 42527069, 42505057, 42486514, 42478167, etc.
- Non-small cell lung cancer (Disease) — 8 papers: PMIDs 42532630, 42527067, 42507245, 42481787, etc.
- colorectal cancer (Disease) — 6 papers: PMIDs 42527097, 42527091, 42493490, 42487021, etc.
- Cancer (Disease) — 5 papers: PMIDs 42530715, 42498483, 42495897, 42486514, etc.
- Brain metastases (Disease) — 4 papers: PMIDs 42484747, 42481787, 42479288, 42479234
- cholangiocarcinoma (Other) — 4 papers: PMIDs 42527634, 42494243, 42049706, 41020779
- head and neck squamous cell carcinoma (Disease) — 4 papers: PMIDs 42532979, 42241967, 42028751, 41780293
- metastatic non-small cell lung cancer (Disease) — 4 papers: PMIDs 42509512, 42008547, 41946650, 41200891
- advanced solid tumors (Disease) — 3 papers: PMIDs 42527050, 42499043, 42476725
- breast cancer (Disease) — 3 papers: PMIDs 42508432, 42489642, 42288056
Methodologies & Technologies Used
Researchers utilize the following experimental methods, imaging platforms, computational models, or biological reagents to study overall survival:
- Cox proportional hazards model (Technology) — 14 papers: PMIDs 42530715, 42527418, 42527295, 42527097, etc.
- immunohistochemistry (Technology) — 11 papers: PMIDs 42527418, 42527091, 42527075, 42527062, etc.
- patients (Organism) — 10 papers: PMIDs 42533271, 42530715, 42530487, 42504027, etc.
- Kaplan-Meier method (Technology) — 9 papers: PMIDs 42532066, 42530487, 42527067, 42527056, etc.
- progression-free survival (Clinical Metric) — 9 papers: PMIDs 42532066, 42521925, 42494243, 42489814, etc.
- Age (Other) — 7 papers: PMIDs 42527295, 42527085, 42527057, 42525505, etc.
- Cox regression (Other) — 6 papers: PMIDs 42535760, 42532979, 42521925, 42496741, etc.
- Log-rank test (Technology) — 6 papers: PMIDs 42530487, 42527097, 42527056, 42527051, etc.
- chemotherapy (Therapy) — 5 papers: PMIDs 42532630, 42527052, 42504027, 42364736, etc.
- Kaplan–Meier estimate (Other) — 5 papers: PMIDs 42527097, 42496741, 42489791, 42385878, etc.
- Next generation sequencing (Technology) — 5 papers: PMIDs 42527050, 42494243, 42489814, 42298055, etc.
- propensity score matching (Technology) — 5 papers: PMIDs 42533764, 42527069, 42481787, 42478167, etc.
Molecular Interventions & Targets
The primary molecular pathways, regulatory genes, enzymes, or therapeutic agents actively targeted and manipulated in relation to overall survival include:
- atezolizumab (Therapy) — 6 papers: PMIDs 42489799, 42477572, 42262196, 42062227, etc.
- progression-free survival (Clinical Metric) — 6 papers: PMIDs 42527074, 42527052, 42498484, 42498483, etc.
- bevacizumab (Therapy) — 5 papers: PMIDs 42505057, 42499069, 42477572, 42298055, etc.
- chemotherapy (Therapy) — 5 papers: PMIDs 42501213, 42498484, 42481787, 42474828, etc.
- lenvatinib (Therapy) — 5 papers: PMIDs 42527085, 42527074, 42284972, 42262196, etc.
- pembrolizumab (Therapy) — 5 papers: PMIDs 42527074, 42527056, 42507245, 42485627, etc.
- checkpoint inhibitor (Therapy) — 4 papers: PMIDs 42218102, 42031430, 42029729, 41892875
- Allogeneic hematopoietic stem cell transplantation (Therapy) — 3 papers: PMIDs 42336251, 41738671, 41628318
- durvalumab (Therapy) — 3 papers: PMIDs 42526918, 42361644, 41678313
- nivolumab (Therapy) — 3 papers: PMIDs 42284972, 42235464, 41606118
- venetoclax (Therapy) — 3 papers: PMIDs 42525505, 41978941, 41685656
- acalabrutinib (Therapy) — 2 papers: PMIDs 41985004, 41978941
Observed Outcomes & Phenotypes
The phenotypic changes, physiological endpoints, or clinical metrics observed and measured in connection with overall survival include:
- progression-free survival (Clinical Metric) — 54 papers: PMIDs 42538597, 42532066, 42530653, 42530487, etc.
- hazard ratio (Clinical Metric) — 26 papers: PMIDs 42532066, 42527097, 42527091, 42527057, etc.
- objective response rate (Clinical Metric) — 21 papers: PMIDs 42527085, 42527074, 42527056, 42524843, etc.
- Adverse Events (Other) — 11 papers: PMIDs 42527634, 42527074, 42527050, 42509512, etc.
- Disease Control Rate (Clinical Metric) — 11 papers: PMIDs 42527085, 42527077, 42527074, 42527056, etc.
- disease-free survival (Clinical Metric) — 11 papers: PMIDs 42530724, 42527097, 42524843, 42498875, etc.
- median survival (Clinical Metric) — 11 papers: PMIDs 42533764, 42532979, 42504027, 42496741, etc.
- Age (Other) — 10 papers: PMIDs 42530715, 42527067, 42527062, 42493784, etc.
- confidence interval (Other) — 9 papers: PMIDs 42527295, 42527097, 42527057, 42527051, etc.
- Follow-up (Clinical Metric) — 8 papers: PMIDs 42530724, 42527052, 42489393, 42478167, etc.
- Area Under the Curve (Clinical Metric) — 7 papers: PMIDs 42538597, 42533271, 42532979, 42524843, etc.
- disease progression (Biological Process) — 7 papers: PMIDs 42533764, 42498484, 42477572, 42364736, etc.
General Takeaways & Clinical Potentials
The high-level concepts, clinical translations, and overarching conclusions proposed in the research surrounding overall survival are summarized below:
- radiographic progression-free survival (Clinical Metric) — 5 papers: PMIDs 41975476, 41949430, 41946650, 41490516, etc.
- biomarker (Other) — 4 papers: PMIDs 42498484, 42493517, 42493498, 42493213
- checkpoint inhibitor (Therapy) — 4 papers: PMIDs 42498483, 42495897, 42029729, 41942521
- prognosis (Clinical Metric) — 4 papers: PMIDs 42527082, 42489965, 42288056, 42262689
- progression-free survival (Clinical Metric) — 4 papers: PMIDs 42223072, 41892875, 41521447, 41346230
- safety profile (Clinical Metric) — 4 papers: PMIDs 42527634, 42521925, 42361644, 42227656
- survival outcomes (Clinical Metric) — 4 papers: PMIDs 42530487, 42521925, 42501213, 42218102
- tumor progression (Biological Process) — 4 papers: PMIDs 42527091, 42495754, 42487021, 42463443
- chemotherapy (Therapy) — 3 papers: PMIDs 42499069, 42481787, 42477829
- prognostic biomarker (Other) — 3 papers: PMIDs 42527057, 42495754, 42049711
- acute myeloid leukemia (Disease) — 2 papers: PMIDs 42166362, 41980027
- advanced disease (Other) — 2 papers: PMIDs 42493784, 41978941