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AI could predict multiple myeloma outcomes using existing patient data

NCT ID NCT07283224

Knowledge-focused Sponsor: IRCCS Azienda Ospedaliero-Universitaria di Bologna Source: ClinicalTrials.gov ↗

What the study statuses mean

This study's is highlighted.

Recruitment status, easiest to join first

Recruiting now This study
This trial is taking on new participants right now.
Not yet recruiting
Registered, but not yet taking participants.
By invitation only
Not open to general applications. Only people the study team invites can take part.
Paused
Paused for now. It may or may not start again.
Ongoing
Running, but no longer taking on new participants.
Completed
The trial has finished. Results may not be published yet.
Stopped early
Stopped early, before it reached the end. That can be for many reasons, including safety.
Cancelled
Cancelled before anyone took part.

Expanded access (not trials)

Expanded access
Not a trial. This treatment can be requested outside a study, case by case, for people who qualify.
Expanded access (paused)
Not a trial. The treatment can normally be requested outside a study, but is unavailable right now.
Expanded access (ended)
Not a trial. The treatment could once be requested outside a study, but no longer can.
Approved
The treatment has been approved, so it is available normally rather than through this programme.

When the status isn't known

Details not published
The full record has not been published yet, so there is little to show here.
Status unknown
This status has not been confirmed recently, so it may be out of date.

First seen Jun 27, 2026 · Last updated Jun 27, 2026

Summary

This study looks at data already collected from 600 multiple myeloma patients to find patterns linking genetics, imaging, and clinical outcomes. Researchers will use artificial intelligence to build models that might predict disease progression and treatment response. No new tests or visits are needed—only existing information is analyzed. The goal is to improve future care without any extra burden on patients.

What this could mean

Our plain-language read of the trial. This is informational only, not medical advice or a prediction.

What this could lead to
If successful, this could lead to better ways to predict how multiple myeloma will progress and how patients will respond to treatment, helping doctors personalize care.
What could go wrong
This is an early-stage data analysis study, not a treatment trial. The AI models may not prove accurate enough for real-world use, and results may not apply to all patients.

This is an AI summary of the original study and may miss details. Read our disclaimer.

Study facts

What this study's own registry entry says, in plain language.

Participants

About 600 people

The number the study aims to enrol. It can still change while the study runs.

Started

Jun 2025

Expected to finish

Jan 2028

An estimate. End dates often move.

Lead sponsor

Other sponsor

The registry's catch-all category, for sponsors it does not file as a company, a government agency, or a research network.

Who can take part

This study's own entry requirements. Only the study team can say for certain whether you qualify.

Who is studied

Existent pseudonymized data have been collected from adult patients (i.e., aged ≥18 years) with a confirmed diagnosis of active MM, according to the International Myeloma Working Group (IMWG) criteria. All patients whose data will be anonymized have previously been enrolled in spontaneous trials conducted from 2021 at the UOC Ematologia, IRCCS AOUBO. No further data collection is required other than data already collected both at diagnosis and after treatment in the context of previous studies, upon anonymization.

Ages

18 years and older

Sex

Anyone

Healthy volunteers

Not accepted

This study is not open to healthy volunteers. The entry requirements below say who it is open to.

Show the full entry requirements

Copied word for word from the study's registry entry, so the wording is the study team's rather than ours.

Inclusion Criteria: * Age ≥18 years * Signed Informed Consent * Patients with confirmed diagnosis of MM, previously enrolled in spontaneous trial conducted at the UOC Ematologia, IRCCS AOU di Bologna, from 2021, for whom pseudonymized datasets are already available at the start of this study. Exclusion Criteria: * None

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Conditions

The condition(s) this trial relates to.

plasma cell myeloma

As listed by the trial registrant

The condition terms exactly as the trial's registrant entered them.

Myeloma multiple

How to take part

Only the study team decides who joins. These are the ways to reach them.

  1. The places running it

    1 site. The list below names each one and where it is.

  2. The official record

    ClinicalTrials.gov lists the study team's own contact details, including names and phone numbers. We don't republish those.

    Open the record ↗

  3. A doctor treating you

    A doctor who knows your case can contact a study site on your behalf, and can tell you whether this study is worth pursuing at all.

Contacts and locations

Locations

  • IRCCS AOU Policlinico Sant'Orsola

    RECRUITING

    Bologna, Bo, 40138, Italy

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