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Development and Validation of a PSN-AI Prediction Model

Development and Validation of a AI Prognostic Model Based on DNA Ploidy, Stroma, and Nucleotyping for Synchronous Peritoneal Metastasis From Colorectal Cancer

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ClinicalTrials.gov
Registry ID
NCT06231524
Acronym
PSN-AI
Enrollment
50
Registered
2024-01-30
Start date
2024-02-01
Completion date
2025-02-01
Last updated
2024-01-30

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Colorectal Cancer, Peritoneal Metastases

Keywords

Colorectal Cancer, Synchronous peritoneal metastasis, DNA ploidy, Stroma-tumor fraction, Nucleotyping

Brief summary

Heterogeneity concerning survival in synchronous peritoneal metastasis from patients with colorectal cancer exists, thereby further classification is urgently required. This study aimed to validate a PSN-AI model based on DNA ploidy, stroma-tumor fraction, and nucleotyping (PSN) for the prediction of survival of synchronous peritoneal metastasis from colorectal cancer.

Interventions

OTHERAnalyse pathologic slides

HE-stained whole slide images were used for the validation of the PSN-AI model.

Sponsors

Sixth Affiliated Hospital, Sun Yat-sen University
Lead SponsorOTHER

Study design

Observational model
COHORT
Time perspective
PROSPECTIVE

Eligibility

Sex/Gender
ALL
Age
18 Years to 80 Years

Inclusion criteria

* Histological proof of synchronous peritoneal metastases of a nonappendiceal colorectal adenocarcinoma. * Resectable disease determined by computed tomography (CT) and a peritoneal cancer index (PCI) of ≤20 at diagnostic laparoscopy or laparotomy; * No evidence of systemic (e.g. liver, lung) colorectal metastases within three months prior to enrolment; * Undergoing cytoreduction surgery for synchronous peritoneal metastasis from colorectal cancer.

Exclusion criteria

* Combined with other types of malignant tumors.

Design outcomes

Primary

MeasureTime frameDescription
Overall survivalAt least 1-year follow upThe time between the date of diagnosis and the date of death (due to any cause) or the date of last follow-up.

Secondary

MeasureTime frameDescription
Progression-free survivalAt least 1-year follow upThe time from diagnosis to the onset of disease progression.

Countries

China

Contacts

Primary ContactQiyuan Qin, PhD
qinqy3@mail.sysu.edu.cn+86-20-38254052

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026