Clinical trial Recruiting at 1 site Phase 2 Interventional Ages 21 to 99

AI tool for personalized treatment in patients with advanced solid tumors

Official title: A Phase II Trial of Neural Network-based Treatment Decision Support Tool in Patients With Refractory Solid Organ Malignancies

Run by National University Hospital, Singapore · NCT05719428 · Data updated 2026-11-12

This study is testing a new tool that uses genetic information to suggest personalized treatments for patients with advanced solid tumors who have already tried several therapies.

Quick facts

PhasePhase 2
Study typeInterventional
Ages21 Years to 99 Years
SexAll
Enrollment37 (estimated)
SponsorNational University Hospital, Singapore
Academic / other
Drugs / interventionschemotherapy, immunotherapy
Locations1 site (Singapore)
StatusRecruiting
StartedAugust 28, 2023
Main results expectedDecember 31, 2025
Study endsJune 30, 2026
Registry record updatedJuly 25, 2025
Trial IDNCT05719428 on ClinicalTrials.gov

Is this trial a fit for you?

Likely a good fit

Ideal candidates include adults aged 21 and older with refractory solid organ malignancies and available NGS testing results.

Probably not a fit

Patients who have not received prior systemic therapy or those with non-solid organ malignancies may not benefit from this study.

A plain-English reading of the study's rules. Only the study team can confirm whether you qualify.

What this trial studies

This clinical trial evaluates the DRUID treatment decision support tool, which utilizes predictive models and public databases to recommend personalized drug therapies based on patients' genomic profiles. The study focuses on patients with refractory solid organ malignancies who lack targetable mutations and have previously undergone multiple lines of therapy. By analyzing somatic mutational profiles from next-generation sequencing (NGS), the trial aims to determine if DRUID-guided therapy can lead to objective responses and improve clinical outcomes. The primary objective is to assess the objective response rate, while secondary objectives include evaluating clinical benefit rates and survival outcomes.

Why it matters

Potential benefit: If successful, this approach could provide personalized treatment options for patients with advanced cancers that currently have limited therapeutic options.

How similar studies have gone: Other studies utilizing genomic profiling and AI-driven treatment recommendations have shown promise, indicating potential for success in this novel approach.

Who can join: the full rules

Show full inclusion / exclusion criteria
Inclusion Criteria:

Patients may be included in the study only if they meet all of the following criteria:

* Age ≥ 21 years.
* Histological or cytological diagnosis solid organ malignancy
* Available results of comprehensive NGS panel testing performed on either tumour tissue or blood-based assay. If results are from blood-based assay, test must have been performed in the metastatic setting.
* ECOG 0-2.
* At least 1 measurable tumour lesions based on RECIST 1.1 criteria
* Estimated life expectancy of at least 12 weeks.
* Has documented progressive disease from last line of therapy.
* Has received at least 2 lines of palliative systemic therapy with no available standard therapy:
* Adequate organ function including the following:

  * Bone marrow:

    * Absolute neutrophil (segmented and bands) count (ANC) ≥ 1.5 x 109/L
    * Platelets ≥ 100 x 109/L
    * Haemoglobin ≥ 8 x 109/L
  * Hepatic:

    * Bilirubin ≤ 1.5 x upper limit of normal (ULN),
    * ALT or AST ≤ 2.5x ULN, (or ≤ 5 X with liver metastases)
  * Renal:

    * Creatinine ≤ 1.5x ULN
    * Signed informed consent from patient or legal representative.
* Able to comply with study-related procedures.

Exclusion Criteria:

* Treatment within the last 30 days with any investigational drug.
* Concurrent administration of any other tumour therapy, including cytotoxic chemotherapy, hormonal therapy, and immunotherapy.
* Major surgery within 28 days of study drug administration.
* Active infection that in the opinion of the investigator would compromise the patient's ability to tolerate therapy.
* Pregnancy.
* Breast feeding.
* Serious concomitant disorders that would compromise the safety of the patient or compromise the patient's ability to complete the study, at the discretion of the investigator.
* Active bleeding disorder or bleeding site.
* Non-healing wound.
* Second primary malignancy that is clinically detectable at the time of consideration for study enrolment.
* Symptomatic brain metastasis.

Where it's running

  • Department of Hematology-Oncology, National University Hospital
    Singapore, Singapore
    Recruiting

Study contacts

  • Principal investigator: Robert John Walsh — National University Hospital, Singapore
  • Study coordinator: Robert John Walsh
  • Email: robert_walsh@nuhs.edu.sg
  • Phone: 69082222

Similar studies

Other studies for the same condition or treatment. Recruiting studies are listed first.

How to take part

  1. Review the eligibility criteria above with your treating physician.
  2. Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
  3. Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.
Last reviewed 2026-11-14 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.