AI-Assisted Patient Support in mHSPC
LUMINOUS
Effects of Large LangUage Model-Based AI Agent-Assisted Patient-Centered Support on ANxiety, Illness PerceptiOn, and Sleep QUality in Patients With Newly Diagnosed Metastatic Hormone-Sensitive Prostate Cancer: A Multicenter, Open-Label, Randomized Controlled Trial
1 other identifier
interventional
160
1 country
4
Brief Summary
The purpose of this multicenter, open-label, randomized controlled trial is to evaluate whether patient-centered support delivered through a large language model (LLM)-based artificial intelligence (AI) agent reduces anxiety in patients with newly diagnosed metastatic hormone-sensitive prostate cancer (mHSPC). Participants access the AI agent through a WeChat Mini Program-based platform. The study will also assess the effects of this intervention on illness perception, sleep quality, and patient satisfaction. Participants will be randomly assigned in a 1:1 ratio to either the intervention group or the control group. Participants in the intervention group will have access to the AI agent-enabled patient support platform throughout the 4-week study period. Participants in the control group will use the same platform without access to the AI agent during the first 2 weeks and will then receive access to the AI agent for the subsequent 2 weeks. Both groups will receive standard-of-care medical treatment throughout the study. The primary objective is to compare changes from baseline in anxiety at 2 weeks between the two groups. Anxiety will be assessed using the Generalized Anxiety Disorder-7 (GAD-7) scale. Secondary outcomes include illness perception, sleep quality, and patient satisfaction. Exploratory outcomes include the change from baseline in the GAD-7 total score at 4 weeks and the accuracy of responses generated by the AI agent to participants' questions.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable
Started Sep 2026
Shorter than P25 for not_applicable
4 active sites
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
September 1, 2026
CompletedStudy Start
First participant enrolled
September 1, 2026
CompletedFirst Posted
Study publicly available on registry
September 4, 2026
CompletedPrimary Completion
Last participant's last visit for primary outcome
February 1, 2027
ExpectedStudy Completion
Last participant's last visit for all outcomes
March 1, 2027
September 4, 2026
September 1, 2026
5 months
September 1, 2026
September 1, 2026
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Between-Group Difference in Change from Baseline in GAD-7 Total Score at 2 Weeks
The Generalized Anxiety Disorder-7 (GAD-7) scale assesses anxiety symptoms using 7 items, each scored from 0 to 3. The total score ranges from 0 to 21, with higher scores indicating greater anxiety severity. Change from baseline is calculated as the score at 2 weeks minus the baseline score, with a negative change indicating improvement. The mean change from baseline will be compared between the two groups.
At baseline and 2 weeks after randomization.
Secondary Outcomes (4)
Between-Group Difference in Disease Knowledge Test Total Score at 2 Weeks
At 2 weeks after randomization.
Between-Group Difference in Change from Baseline in the Brief Illness Perception Questionnaire (B-IPQ) Total Score at 2 Weeks
At baseline and 2 weeks after randomization.
Between-Group Difference in Change from Baseline in the Insomnia Severity Index (ISI) Total Score at 2 Weeks
At baseline and 2 weeks after randomization.
Between-Group Difference in Change from Baseline in the Patient Satisfaction Questionnaire-18 (PSQ-18) Score at 2 Weeks
At baseline and 2 weeks after randomization.
Other Outcomes (2)
Between-Group Difference in Change from Baseline in GAD-7 Total Score at 4 Weeks
At baseline and 4 weeks after randomization.
Accuracy of LLM-Generated Answers to Participant Questions
During the 4-week study period.
Study Arms (2)
Immediate AI Agent Access
EXPERIMENTALParticipants will receive immediate access to the AI Agent for 4 weeks after randomization, in addition to standard-of-care medical treatment.
Delayed AI Agent Access
ACTIVE COMPARATORParticipants will use the same platform without access to the AI agent during the first 2 weeks after randomization, in addition to standard-of-care medical treatment. After completing the 2-week assessments, participants will receive access to the AI agent for the remaining 2 weeks.
Interventions
Participants access the AI agent through a WeChat Mini Program. It provides clinician-reviewed educational materials on prostate cancer and disease management. A large language model-based AI agent provides real-time, multi-turn, personalized responses to participants' questions. Retrieval-augmented generation based on a curated clinical knowledge base is used to improve the accuracy and clinical relevance of the responses. The AI agent will not replace physician assessment, diagnosis, or treatment decision-making.
Participants will receive access of AI agent after completing the 2-week assessments. The AI agent is accessible through a WeChat Mini Program. It provides clinician-reviewed educational materials on prostate cancer and disease management. A large language model-based AI agent provides real-time, multi-turn, personalized responses to participants' questions. Retrieval-augmented generation based on a curated clinical knowledge base is used to improve the accuracy and clinical relevance of the responses. The AI agent will not replace physician assessment, diagnosis, or treatment decision-making.
Participants will continue to receive standard-of-care medical treatment for mHSPC throughout the study. Treatment may include androgen deprivation therapy (ADT) in combination with an androgen receptor pathway inhibitor (ARPi), and bone-protective agents may also be administered, as determined by the treating physician according to clinical guidelines and individual patient needs. However, radiotherapy, surgery, or chemotherapy in any form is not permitted during the study period. Non-antineoplastic medications taken prior to enrollment may be continued during the study.
The basic platform supports study registration, assessments, and usage tracking but does not provide AI agent function during the first 2 weeks.
Eligibility Criteria
You may qualify if:
- Newly diagnosed prostate adenocarcinoma confirmed by histopathology or cytopathology;
- Metastatic disease confirmed by imaging or pathology;
- Diagnosis of metastatic prostate cancer within 2 weeks before enrollment;
- Aged 18-80 years;
- A GAD-7 score of 5 or higher at screening;
- Adequate cognitive ability to understand and participate in the study;
- Adequate language comprehension and ability to complete the study questionnaires independently;
- Access to a smartphone and an internet connection required to use the study platform;
- Provision of written informed consent.
You may not qualify if:
- An acute or unstable psychiatric disorder, such as severe depressive or anxiety disorder, or severe insomnia requiring urgent specialist care;
- History of or current cognitive impairment, such as intellectual disability or Alzheimer's disease;
- A requirement for emergency surgery within 72 hours after enrollment;
- Planned prostate cancer-directed radiotherapy, surgery, or chemotherapy during the study period;
- Current participation in another interventional clinical trial;
- A request from the participant's family to withhold the diagnosis or disease-related information from the participant.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Fudan Universitylead
Study Sites (4)
Fujian Cancer Hospital
Fuzhou, Fujian, 350011, China
Fudan University Shanghai Cancer Center
Shanghai, Shanghai Municipality, 200032, China
Yunnan Cancer Hospital
Kunming, Yunnan, China
The First Affiliated Hospital of Wenzhou Medical University
Wenzhou, Zhejiang, 325000, China
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- NONE
- Purpose
- SUPPORTIVE CARE
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Professor
Study Record Dates
First Submitted
September 1, 2026
First Posted
September 4, 2026
Study Start
September 1, 2026
Primary Completion (Estimated)
February 1, 2027
Study Completion (Estimated)
March 1, 2027
Last Updated
September 4, 2026
Record last verified: 2026-09
Data Sharing
- IPD Sharing
- Will not share