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Active, not recruitingNCT04878783Updated May 9, 2024

Radiomics and Molecular Expression Predictive Model for Esophago-Gastric Junction and Gastric Cancer TRG

An observational study in Gastric Cancer and Adenocarcinoma of the Stomach, sponsored by University of Roma La Sapienza. Active, not recruiting at 5 sites in 2 countries. Open to participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2024-05-09.

Sponsored by University of Roma La Sapienza · Observational

From the registry’s dates

  • Primary completion was expected by Oct 2024, 2 years ago, but the record still lists the study as active, not recruiting.
Study type
Observational
Model
Case-only
Time perspective
Retrospective
Enrollment
138
Ages
18 Years and older
Sex
All
01

Study summary

The aim of this study is to develop a CT scan-based radiomics predictive model about tumor regression grade (TRG) in patients with esophago-gastric junction (EGJ) ang gastric cancer undergoing perioperative chemotherapy. The molecular expression of the neoplasms will be evaluated to assess its association with the TRG and the radiomic features.

Read the detailed description
  • To compare the radiomic features of the CT scans at the time of diagnosis (T0) and at the end of the preoperative chemotherapy (T1) in order to predict the TRG with the texture analysis on the first CT scan.

A non-good response (non-GR) has shown to be predictable with texture analysis on the pre-treatment CT scan.

Therefore, we hypothesize that texture analysis could let to identify the good response patients.

  • To find correlation between the molecular expression of the tumor and the radiomics features.

Texture analysis on the pre-chemotherapy CT scan founded that entropy and compactness were higher and uniformity lower in responders. Nonetheless the association between radiomics features and molecular expression has not been investigated yet.

Therefore, we hypothesize to add some others radiomics signatures to the analysis and to find an association with the molecular expression.

  • To find correlation between the molecular expression of the tumor and the TRG.

MSI gastric cancer has been shown to be less responsive to preoperative chemotherapy.

Therefore, we hypothesize to confirm this result.

02

Conditions studied

  • Gastric Cancer
  • Adenocarcinoma of the Stomach

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Keywords

  • radiomics
  • molecular expression
  • perioperative chemotherapy
  • FLOT
  • gastric cancer
  • esophago-gastric junction cancer
03

In context

Stomach Neoplasms

2,851 studies on the registry are indexed under Stomach Neoplasms; 864 are open to participants now.

This study's enrollment of 138 is below the median of 274 across 670 observational studies indexed under Stomach Neoplasms.

Browse Stomach Neoplasms studies →

Lead sponsor

University of Roma La Sapienza is the lead sponsor of 388 studies on the registry; 55 are open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years and older
Sexes eligible
All
Sampling method
Non-probability sample

Study population

Patients with cT2-T4a, cN0-N3, M0 gastric or EGJ cancer who undergo FLOT perioperative chemotherapy followed by radical surgical resection.

Inclusion criteria

  • Patients with histologically proven adenocarcinoma of the EGJ (Siewert II-III) or stomach.
  • Preoperative staging: cT2-T4a, cN0-N3, M0.
  • Patients >18 years old.
  • Patients undergoing perioperative chemotherapy with Docetaxel, oxaliplatin, leucovorin, and 5-fluorouracil (FLOT).

Exclusion criteria

Exclusion Criteria:

  • Siewert I EGJ tumor
  • Patients undergoing preoperative radiotherapy.
  • Absence of both pre and post-chemotherapy CT-scan.
  • Patients with tumor progression during preoperative chemotherapy.
  • Patients undergoing other neoadjuvant chemotherapy regimen different from FLOT
  • Exploratory laparoscopy with positive cytology on the peritoneal lavage or evidence of peritoneal carcinosis
05

Study design

Observational model
Case-only
Time perspective
Retrospective
Enrollment
138 participants (actual)
Patient registry
No
Biospecimen retention
Samples with dna

Interventions

  • Diagnostic testCT scan

    Patients undergoing CT scan staging for gastric and EJ junction cancer + perioperative chemotherapy (FLOT regimen) , CT scan re-staging and radical gastrectomy or esophagogastrectomy will be enrolled in the study

    Also known as: FLOT chemotherapy, Radical Gastrectomy with D2 Lymphadenectomy, Radical Esophagogastrectomy with D2 Lymphadenectomy

06

What researchers measure

Primary outcomes

  1. Predictive performance of radiomics analysis on the pre-treatment CT scan.

    Comparing the radiomic features of the CT scans at the time of diagnosis (T0) and at the end of the preoperative chemotherapy (T1) in order to predict the TRG with the texture analysis on the first CT scan.

    Time frame: 2 months

Secondary outcomes

  1. Association of the radiomics features with the molecular expression of the tumor.

    Texture analysis on the pre-chemotherapy CT scan founded that entropy and compactness were higher and uniformity lower in responders. Nonetheless the association between radiomics features and molecular expression has not been investigated yet. Therefore, we hypothesize to add some others radiomics signatures to the analysis and to find an association with the molecular expression.

    Time frame: 2 months

  2. Evaluation of the association between TRG and the molecular expression of the tumor.

    Investigate if the molecular expression of the tumor can influence the TRG

    Time frame: 2 months

  3. Association between radiomics and molecular expression in regards to long-term outcomes

    Analysis of the 3 and 5y DFS and OS of patients with the radiomics and molecular expression profile

    Time frame: 5 years

07

Study locations

5 sites
  • University of Padova
    Padova, 35128, Italy
  • Link Campus University
    Roma, 00165, Italy
  • Giovanni Maria Garbarino
    Roma, 00189, Italy
  • University of Verona
    Verona, Italy
  • Amsterdam UMC location University of Amsterdam
    Amsterdam, Nord-Holland 1081 HV, Netherlands
08

References and documents

Individual participant data

Plan to share: Undecided

No publications or documents are linked to this record.

09

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on May 9, 2024, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
10

Registry details

Key details

Study ID
NCT04878783
Lead sponsor
University of Roma La Sapienza
Collaborators
Andrea Laghi
Responsible party
Giovanni Maria Garbarino (M.D., University of Roma La Sapienza) — Principal investigator
First posted
May 7, 2021
Start date
Dec 20, 2019
Primary completion
Oct 1, 2024 (estimated)
Completion
Oct 30, 2027 (estimated)
Last update
May 9, 2024

Oversight

FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

Not currently enrolling

This study is active, not recruiting, as verified in May 2024. You cannot join it, but the record below documents what was studied.

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