A Global Study of the PETAL Consortium

Sponsor
Massachusetts General Hospital (Other)
Overall Status
Not yet recruiting
CT.gov ID
NCT06067347
Collaborator
(none)
1,200
48

Study Details

Study Description

Brief Summary

The goal of this observational study is to correlate molecular alterations with outcomes including overall survival (OS), progression-free survival (PFS) for patients with a new diagnosis, primary refractory or relapse, of mature T-cell and NK-cell neoplasms (TNKL). We hypothesize that machine learning will uncover distinct genetic vulnerabilties that underlie treatment response and resistance for patient with TNKL.

Condition or Disease Intervention/Treatment Phase

    Detailed Description

    This study is a prospective longitudinal observational study of newly diagnosed and relapsed/refractory patients with T-cell and NK -cell neoplasm at participating institutions. Patients will be enrolled in the study during the course of their first visit as a new patient at the participating institution and followed for up to 4 years through the course of their clinical management. Routine demographics, baseline clinical features, including pathology, molecular information related to the tumor, radiology, treatment characteristics and quality of life (QoL) related to their lymphoma care will be collected over the course of 4 years by clinical research teams at every participating institution. This data will be de-identified data and then shared through a secure and password protected REDCap with other participating institutions under data usage agreements of the consortium agreement. Next generation sequencing including but not limited to such as whole exome sequencing and bulk RNA-sequencing will be performed on archived lymphoma specimens and on mononuclear cells, cfDNA and saliva (when feasible) for detailed molecular characterization of the tumor. Molecular correlation with outcomes will be performed. Deep learning algorithms will be utilized to predict response and survival of lymphoma subtypes and in heterogeneous clinical scenarios and to various potential therapeutic approaches that the patient has not been exposed to.

    Study Design

    Study Type:
    Observational [Patient Registry]
    Anticipated Enrollment :
    1200 participants
    Observational Model:
    Cohort
    Time Perspective:
    Prospective
    Official Title:
    Integration of Machine Learning and Genomics to Predict Outcomes for Newly Diagnosed, Relapsed and Refractory Mature T-cell and NK/T-cell Lymphomas: a Global Study of the PETAL Consortium
    Anticipated Study Start Date :
    Jan 1, 2024
    Anticipated Primary Completion Date :
    Jan 1, 2028
    Anticipated Study Completion Date :
    Jan 1, 2028

    Arms and Interventions

    Arm Intervention/Treatment
    Massachusetts General Hospital, Boston, USA

    Participating investigators at various institutions will perform weekly review of their new patients with PTCL (newly diagnosed or relapsed/refractory) on the outpatient and inpatient clinical services with their clinical research teams to identify potential subjects for enrollment based on the above inclusion/exclusion criteria. Expected enrollment is anticipated to be up to 30 patients per site per year.

    Outcome Measures

    Primary Outcome Measures

    1. Overall Survival [Up to 4 Years]

      Difference in overall survival (OS) in subjects with primary refractory versus relapsed mature T-cell and NK-cell neoplasms at the completion of 4 years.

    2. Progression-free Survival [Up to 4 Years]

      Difference in progression-free survival (PFS) in subjects with primary refractory versus relapsed mature T-cell and NK-cell neoplasms at the completion of 4 years.

    3. Duration of Response [Up to 4 Years]

      Difference in duration of response in subjects with mature T-cell and NK-cell neoplasms treated with cytotoxic chemotherapy versus prespecified non-chemotherapeutic choice at the completion of 4 years.

    4. Time to progression [Up to 4 Years]

      Difference in time to progression in subjects with mature T-cell and NK-cell neoplasms treated with cytotoxic chemotherapy versus prespecified non-chemotherapeutic choice at the completion of 4 years.

    5. Number of subjects proceeding to stem cell transplantation [Up to 4 Years]

      Difference in number of subjects bridged to stem cell transplantation (allogeneic or autologous) with mature T-cell and NK-cell neoplasms treated with cytotoxic chemotherapy versus prespecified non-chemotherapeutic choice at the completion of 4 years.

    6. Association of tumor specific somatic variants with treatment response [Up to 4 Years]

      Determine whether tumor specific somatic variants identified at the time of diagnosis predicts response to treatment in subjects with mature T-cell and NK-cell neoplasms at the completion of 4 years in at least 50% of the patients.

    Secondary Outcome Measures

    1. Complete Response Rate [Up to 4 Years]

      Difference in complete response rate in subjects with mature T-cell and NK-cell neoplasms treated with cytotoxic chemotherapy versus prespecified non-chemotherapeutic choice.

    2. Overall Response Rate [Up to 4 Years]

      Difference in overall response rate in subjects with mature T-cell and NK-cell neoplasms treated with cytotoxic chemotherapy versus prespecified non-chemotherapeutic choice.

    3. Rate of Adverse Events [Up to 4 Years]

      Frequency of adverse events in subjects with mature T-cell and NK-cell neoplasms treated with cytotoxic chemotherapy versus prespecified non-chemotherapeutic choice using the Common Terminology Criteria for Adverse Events (CTCAE) version 5.0.

    Other Outcome Measures

    1. Estimation of overall survival [Up to 4 Years]

      Feasibility of Synthetic Intervention of estimating difference in overall survival as measured by the ability to predict overall survival in subjects with mature T-cell and NK-cell neoplasms treated with cytotoxic chemotherapy versus prespecified non-chemotherapeutic choice.

    2. FACT-Lym [Up to 4 Years]

      Define overall health-related quality of life as measured by the Functional Assessment of Cancer Therapy [FACT-Lym] in in subjects with mature T-cell and NK-cell neoplasms.

    3. FACIT-COST [Up to 4 Years]

      Characterize the association between health-related quality of life as measured by the Functional Assessment of Cancer Therapy [FACT-Lym] and poverty as measured by the Functional Assessment of Chronic Illness Therapy-Comprehensive Score for Financial Toxicity [FACIT-COST] and by the Health Leads Social Needs Screening Toolkit in subjects with mature T-cell and NK-cell neoplasms.

    4. HADS [Up to 4 Years]

      Describe the prevalence of psychological distress as measured by the Hospital Anxiety and Depression Scale [HADS] in subjects with mature T-cell and NK-cell neoplasms and examine whether psychological distress is associated with disease characteristics.

    5. IES-R [Up to 4 Years]

      Describe the prevalence of the Impact of Event Scale-Revised [IES-R] in subjects with mature T-cell and NK-cell neoplasms and examine whether psychological distress is associated with disease characteristics.

    Eligibility Criteria

    Criteria

    Ages Eligible for Study:
    18 Years and Older
    Sexes Eligible for Study:
    All
    Accepts Healthy Volunteers:
    Yes
    Inclusion Criteria:
    • Untreated, relapsed, or refractory histologically confirmed mature T-cell or NK-cell neoplasm.

    • All subtypes of PTCL are eligible except for T-cell large granular lymphocytic leukemia, cutaneous T-cell lymphoma such as but not limited to mycosis fungoides and transformation, Sézary syndrome, and primary cutaneous CD30+ disorders.

    Exclusion Criteria:
    • Precursor T/NK neoplasms, T-cell large granular lymphocytic leukemia, cutaneous T-cell lymphoma such as but not limited to mycosis fungoides and transformation, Sézary syndrome, and primary cutaneous CD30+ disorders.

    • Adults who are unable to consent, individuals who are not yet adults such as infants, children and teenagers, pregnant women, and prisoners.

    Contacts and Locations

    Locations

    No locations specified.

    Sponsors and Collaborators

    • Massachusetts General Hospital

    Investigators

    None specified.

    Study Documents (Full-Text)

    None provided.

    More Information

    Publications

    None provided.
    Responsible Party:
    Salvia Jain, MD, Principal Investigator, Massachusetts General Hospital
    ClinicalTrials.gov Identifier:
    NCT06067347
    Other Study ID Numbers:
    • 23-212
    First Posted:
    Oct 4, 2023
    Last Update Posted:
    Oct 4, 2023
    Last Verified:
    Sep 1, 2023
    Studies a U.S. FDA-regulated Drug Product:
    No
    Studies a U.S. FDA-regulated Device Product:
    No

    Study Results

    No Results Posted as of Oct 4, 2023