Twelve-Month Metastatic State as a Landmark-Based Prognostic Stratifier in Metastatic Sarcoma

Background: Prognostic assessment in metastatic sarcoma remains challenging, and baseline variables may not adequately reflect outcome after metastatic onset. We investigated whether the 12-month landmark provides clinically relevant prognostic stratification for post-metastasis survival, while institution was examined as a contextual and adjustment variable rather than as the primary analytic focus. Methods: This retrospective observational study was based on prospectively collected real-world-time clinical data from two sarcoma centers. Overall survival (OS) and post-metastasis survival (PMS) were first analyzed descriptively across the two contributing centers using Kaplan–Meier methods. The principal analysis was a landmark-based prognostic stratification of PMS from 12 months after first metastatic documentation, with patients classified at the landmark as oligometastatic or polymetastatic. Univariable and multivariable Cox regression models were used to assess prognostic associations. Results: A total of 236 patients were included (135 at Institution A and 101 at Institution B). Crude OS was broadly comparable between institutions, whereas PMS showed a numerical separation. In the landmark analysis, metastatic state at 12 months clearly stratified subsequent PMS, with persistent oligometastatic disease associated with more favorable outcome than polymetastatic disease. In the reduced multivariable landmark model, polymetastatic state at 12 months remained the strongest independent predictor of inferior PMS (HR 3.09, 95% CI 1.87–5.09; p = 0.00001). High histologic grade also retained independent adverse prognostic significance (G3 vs. G1: HR 5.16, 95% CI 1.59–16.79; p = 0.006), whereas institution showed only a non-significant trend after adjustment (HR 0.67, 95% CI 0.42–1.07; p = 0.094). Conclusions: In metastatic sarcoma, realized metastatic state at 12 months provides stronger landmark-based prognostic stratification for post-metastasis survival than crude institutional comparison. These findings support a longitudinal state-based prognostic framework in which survival after metastatic onset is more informatively stratified by disease state at the 12-month landmark than by crude center attribution.

Authors

Institutions

Publication Details

Journal
Cancers
Published
2026-05-17
DOI
https://doi.org/10.3390/cancers18101622
Primary Topic
Sarcoma Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Twelve-Month Metastatic State as a Landmark-Based Prognostic Stratifier in Metastatic Sarcoma

Georg Schelling, Theodoros Loupasis, Gabriela Studer, Bettina Vogel et al.
Cancers
Sarcoma Diagnosis and Treatment
article

Twelve-Month Metastatic State as a Landmark-Based Prognostic Stratifier in Metastatic Sarcoma

Georg Schelling, Theodoros Loupasis, Gabriela Studer, Bettina Vogel, Markus Schärer, on behalf of the Swiss Sarcoma Network, Bruno Fuchs, Philip Heesen, Janet Ruthenberg
article en

Abstract

Background: Prognostic assessment in metastatic sarcoma remains challenging, and baseline variables may not adequately reflect outcome after metastatic onset. We investigated whether the 12-month landmark provides clinically relevant prognostic stratification for post-metastasis survival, while institution was examined as a contextual and adjustment variable rather than as the primary analytic focus. Methods: This retrospective observational study was based on prospectively collected real-world-time clinical data from two sarcoma centers. Overall survival (OS) and post-metastasis survival (PMS) were first analyzed descriptively across the two contributing centers using Kaplan–Meier methods. The principal analysis was a landmark-based prognostic stratification of PMS from 12 months after first metastatic documentation, with patients classified at the landmark as oligometastatic or polymetastatic. Univariable and multivariable Cox regression models were used to assess prognostic associations. Results: A total of 236 patients were included (135 at Institution A and 101 at Institution B). Crude OS was broadly comparable between institutions, whereas PMS showed a numerical separation. In the landmark analysis, metastatic state at 12 months clearly stratified subsequent PMS, with persistent oligometastatic disease associated with more favorable outcome than polymetastatic disease. In the reduced multivariable landmark model, polymetastatic state at 12 months remained the strongest independent predictor of inferior PMS (HR 3.09, 95% CI 1.87–5.09; p = 0.00001). High histologic grade also retained independent adverse prognostic significance (G3 vs. G1: HR 5.16, 95% CI 1.59–16.79; p = 0.006), whereas institution showed only a non-significant trend after adjustment (HR 0.67, 95% CI 0.42–1.07; p = 0.094). Conclusions: In metastatic sarcoma, realized metastatic state at 12 months provides stronger landmark-based prognostic stratification for post-metastasis survival than crude institutional comparison. These findings support a longitudinal state-based prognostic framework in which survival after metastatic onset is more informatively stratified by disease state at the 12-month landmark than by crude center attribution.

CancersVol. 18(10)
University of Lucerne (CH), University of Zurich (CH), Kantonsspital Winterthur (CH), Schulthess-Klinik (CH), Luzerner Kantonsspital (CH)
Openalex Percentile: Top 10%
Sarcoma Diagnosis and Treatment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.