Evidence map›Paper›PMID 39841338›Full record

ArticleAnnals of surgical oncology2025

Patterns of Preoperative Tumor Markers Can Predict Resectability and Prognosis of Peritoneal Metastases: A Clustering Analysis.

Malin Enblad, Peter Cashin, Lana Ghanipour, Wilhelm Graf

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Article in Annals of surgical oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

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0cells of the map it votes in
5citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

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5 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Malin EnbladDepartment of Surgical Sciences, Colorectal Surgery, Uppsala University, Uppsala, Sweden. malin.enblad@surgsci.uu.se.ORCID http://orcid.org/0000-0001-5900-0900
Peter CashinDepartment of Surgical Sciences, Colorectal Surgery, Uppsala University, Uppsala, Sweden.
Lana GhanipourDepartment of Surgical Sciences, Colorectal Surgery, Uppsala University, Uppsala, Sweden.
Wilhelm GrafDepartment of Surgical Sciences, Colorectal Surgery, Uppsala University, Uppsala, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPrediction of open-close and long-term outcome is challenging in patients undergoing cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC). Prognostic scores often include factors not known at baseline. Therefore, we aimed to analyze whether patterns of preoperative tumor markers could aid in prediction of open-close surgery and outcome in patients with pseudomyxoma peritonei (PMP) or colorectal peritoneal metastases (PM). PATIENTS AND

methodsAll patients accepted for CRS and HIPEC for PMP or colorectal PM at Uppsala University Hospital in 2013-2021 were included. The tumor markers CEA, CA19-9, CA125, CA72-4, and CA15-3 were clustered using the k-means algorithm; the average silhouette width determined the optimal numbers of clusters.

resultsClustering of patients with PMP (n = 138) and colorectal PM (n = 213) resulted in two clusters each. PMPCluster-1 (n = 124) had a 5-year overall survival (OS) of 77% (95% CI 69-85%), 11 (9%) open-close surgeries, and a median peritoneal cancer index (PCI) of 17. PMPCluster-2 (n = 14) patients had poorer prognosis (36%, 95% CI 15-85%, p = 0.003), more often open-close (n = 6, 43%, p = 0.002), and higher PCI (median 36, p < 0.001). ColorectalCluster-1 (n = 191) had a 5-year OS of 28% (95% CI 21-37%), median PCI of 11, and 38 (20%) open-close surgeries. ColorectalCluster-2 (n = 22) had poorer prognosis (10%, 95% CI 3-36%, p = 0.02), higher PCI (median 26, p < 0.001), higher completeness of cytoreduction score (p = 0.005), but no difference in open-close surgery (n = 6, 27%, p = 0.411). PMPCluster-2 and ColorectalCluster-2 were characterized by markedly elevated tumor markers. Open-close surgery was unusual in cases of normal CA72-4.

conclusionsElevation of several preoperative tumor markers is associated with poor prognosis and increased risk of open-close. CA72-4 deserves increased attention.

Indexed as

Biomarkers, TumorColorectal NeoplasmsCytoreduction Surgical ProceduresHyperthermic Intraperitoneal ChemotherapyPeritoneal NeoplasmsPseudomyxoma PeritoneiAdultAgedCluster AnalysisFemaleFollow-Up StudiesHumansMaleMiddle AgedPrognosisRetrospective StudiesBiomarkers, TumorClustering analysisCytoreductive surgeryHIPECPeritoneal metastasesTumor markers

Identifiers

PMID39841338
PMCPMC11976843

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.