Using MRI to predict tumor infiltration in soft tissue and bone cancers

Development of a Radiomics Model With 3T Multiparametric MR to Predict the Occurence of a Perilesional Infiltration of Muscoskeletal Tumor During the Pre- Surgery Planning

Observational IRCCS Azienda Ospedaliero-Universitaria di Bologna · NCT06774729

This study is testing if special MRI scans can help doctors better identify tumor spread in patients suspected of having soft tissue sarcoma or bone cancer.

Quick facts

Study typeObservational
Enrollment122 (estimated)
Ages18 Years and up
SexAll
SponsorIRCCS Azienda Ospedaliero-Universitaria di Bologna Academic / other
Locations1 site (Bologna)
Trial IDNCT06774729 on ClinicalTrials.gov

What this trial studies

This observational study aims to evaluate the feasibility and clinical utility of radiomics in diagnosing peri-lesion tumor infiltration in patients suspected of having soft tissue sarcoma or bone cancer. Participants will undergo MRI scans as part of their routine medical care, with their data being recorded and analyzed anonymously. The study seeks to determine the accuracy of radiomics in identifying true positive and negative diagnoses among participants. By leveraging advanced imaging techniques, the study hopes to enhance diagnostic capabilities for these serious conditions.

Who should consider this trial

Good fit: Ideal candidates are adults over 18 years old who are suspected of having soft tissue sarcoma or bone cancer and are indicated for surgical treatment.

Not a fit: Patients with a history of cancer in the last 5 years or those with serious conditions that contraindicate MRI will not benefit from this study.

Why it matters

Potential benefit: If successful, this study could improve the accuracy of diagnosing tumor infiltration, leading to better treatment planning for patients with soft tissue sarcoma and bone cancer.

How similar studies have performed: While the use of radiomics in oncology is an emerging field, similar studies have shown promising results in enhancing diagnostic accuracy for various cancers.

Eligibility criteria

Show full inclusion / exclusion criteria
Inclusion Criteria:

* Age over 18
* suspect of soft tissue sarcoma with a indication for surgical treatment
* suspect of bone cancer tumor with a indication for surgical treatment
* To give informed consent

Exclusion Criteria:

* simultaneous cancer or history of cancer in the last 5 years
* acute or chronic serious conditions that could
* contraindication to conduct a Contrast-enhanced magnetic resonance imaging (MRI) such as:

  * renal failure without dialysis
  * history of allergy to a paramagnetic contrast agent
  * claustrophobia
  * symptomatic epilepsy or history of epilepsy
  * cardiac pacemaker
  * infusion pump, prosthesis or any implant not compatible with MRI
  * pregnancy

Where this trial is running

Bologna

Study contacts

How to participate

  1. Review the eligibility criteria above with your treating physician.
  2. Visit the official trial page on ClinicalTrials.gov for the most current contact information and recruitment status.
  3. Contact the listed study coordinator or principal investigator to request pre-screening. Pre-screening is free and never obligates you to enroll.
Conditions Soft Tissue SarcomaBone Cancer Tumor
Last reviewed 2026-06-13 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.