PSMA PET/CT-Based Multimodal Model for Predicting Response to First-Line Therapy in mHSPC.
Study on the Efficacy Evaluation of First-line Standard Treatment for Metastatic Prostate Cancer Patients Using a Multimodal Prediction Model Based on PSMA-PET.
This multicenter retrospective study developed and validated a prediction model based on PSMA PET/CT and routine clinical information to estimate early treatment response in patients with metastatic hormone-sensitive prostate cancer (mHSPC) receiving first-line standard therapy. Existing PSMA PET/CT scans were used to quantify tumor burden, and imaging metrics were combined with baseline clinical factors, including laboratory results and disease characteristics, to build an interpretable model for predicting the likelihood and timing of achieving a deep PSA response (PSA ≤ 0.2 ng/mL) after initiation of first-line treatment.
All data were collected from medical records and imaging obtained as part of routine care; no additional tests or treatments were required. The objective was to improve risk stratification and support individualized follow-up and treatment planning for patients with mHSPC.
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Detailed Description
This multicenter retrospective cohort study was conducted across five tertiary hospitals in China. Patients diagnosed with metastatic hormone-sensitive prostate cancer (mHSPC) between September 2020 and May 2025 were identified from routine clinical practice. Distant metastasis was confirmed by conventional imaging and/or PSMA PET/CT. Treatment was not assigned by the study; all patients received first-line standard therapy as determined by their treating physicians.
Baseline PSMA PET/CT scans obtained before treatment initiation were analyzed to derive quantitative imaging features, including measures of whole-body tumor burden such as PSMA PET tumor volume and lesion activity-weighted metrics. These imaging variables were integrated with baseline clinical factors to develop and validate a multimodal prediction model. Model development was performed in one cohort and externally tested in an independent cohort to evaluate generalizability.
The primary endpoint was time to deep PSA response (PSA ≤ 0.2 ng/mL), defined as the time from initiation of first-line therapy to the first PSA measurement meeting this threshold. Participants without deep PSA response were censored at the date of the last available PSA measurement. Secondary endpoints included model discrimination and calibration metrics, such as time-dependent AUC and C-index, as well as model interpretability analyses.
Key eligibility criteria included confirmed mHSPC, availability of complete baseline PSMA PET/CT imaging and clinical data, and initiation of first-line standard therapy within 3 months of diagnosis. Exclusion criteria included other concurrent malignancies, receipt of other prostate cancer therapies around the time of diagnosis, non-adenocarcinoma histologies, and insufficient follow-up duration. The study used de-identified data extracted from existing records and did not require additional procedures beyond routine care.
Study Type
Study Type
Enrollment (Actual)
Enrollment
Contacts and Locations
Study Locations
-
-
Zhejiang
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Wenzhou, Zhejiang, China, 325000
- The First Affiliated Hospital of Wenzhou Medical University
-
-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
- Child
- Adult
- Older Adult
Accepts Healthy Volunteers
Sampling Method
Study Population
Description
Inclusion Criteria:
- Male patients diagnosed with metastatic hormone-sensitive prostate cancer (mHSPC).
Distant metastasis confirmed by conventional imaging and/or PSMA PET/CT.
Received first-line standard therapy based on androgen deprivation therapy (ADT) with an androgen receptor signaling inhibitor (ARSI), with or without docetaxel, as part of routine clinical care.
Baseline PSMA PET/CT performed prior to initiation of first-line therapy.
Availability of required baseline clinical data and PSA follow-up data.
Exclusion Criteria:
- History of or concurrent other primary malignancies.
Non-adenocarcinoma prostate cancer histology (e.g., neuroendocrine tumors).
Received prostate cancer therapies not consistent with the protocol-defined first-line setting around diagnosis (e.g., surgery, radiotherapy, chemotherapy other than protocol-defined docetaxel, targeted therapy, immunotherapy).
Follow-up duration < 3 months after treatment initiation.
Study Plan
How is the study designed?
Design Details
Number of groups / cohorts
Cohorts and Interventions
Group / CohortGroup / Cohort |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
ADT plus apalutamide
Combination regimen of androgen deprivation therapy (ADT) and apalutamide used as part of routine first-line standard therapy for mHSPC.
Treatment was not assigned by the study.
|
Androgen deprivation therapy used as part of routine first-line treatment for metastatic hormone-sensitive prostate cancer.
Treatment was not assigned by the study.
Apalutamide used as part of routine first-line treatment for metastatic hormone-sensitive prostate cancer.
Treatment was not assigned by the study.
|
|
ADT plus other ARSI
Combination regimen of ADT and an androgen receptor signaling inhibitor (ARSI) other than apalutamide (e.g., enzalutamide, darolutamide, or rezvilutamide) used as part of routine first-line standard therapy for mHSPC.
Treatment was not assigned by the study.
|
Androgen deprivation therapy used as part of routine first-line treatment for metastatic hormone-sensitive prostate cancer.
Treatment was not assigned by the study.
Enzalutamide used as part of routine first-line treatment for metastatic hormone-sensitive prostate cancer.
Treatment was not assigned by the study.
Darolutamide used as part of routine first-line treatment for metastatic hormone-sensitive prostate cancer.
Treatment was not assigned by the study.
Rezvilutamide used as part of routine first-line treatment for metastatic hormone-sensitive prostate cancer.
Treatment was not assigned by the study.
|
|
Triplet therapy (ADT + ARSI + docetaxel)
Triplet regimen consisting of androgen deprivation therapy (ADT), an androgen receptor signaling inhibitor (ARSI), and docetaxel used as part of routine first-line standard therapy for mHSPC.
Treatment was not assigned by the study.
|
Androgen deprivation therapy used as part of routine first-line treatment for metastatic hormone-sensitive prostate cancer.
Treatment was not assigned by the study.
Darolutamide used as part of routine first-line treatment for metastatic hormone-sensitive prostate cancer.
Treatment was not assigned by the study.
Docetaxel used as part of routine first-line treatment for metastatic hormone-sensitive prostate cancer.
Treatment was not assigned by the study.
|
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Time to deep PSA response (PSA ≤ 0.2 ng/mL)
Time Frame: From initiation of first-line therapy to the first PSA measurement ≤ 0.2 ng/mL, up to 36 months
|
Time from initiation of first-line therapy to the first prostate-specific antigen (PSA) value ≤ 0.2 ng/mL.
Participants who do not achieve PSA ≤ 0.2 ng/mL will be censored at the date of the last available PSA measurement.
|
From initiation of first-line therapy to the first PSA measurement ≤ 0.2 ng/mL, up to 36 months
|
Collaborators and Investigators
Sponsor
Sponsor
Collaborators
Collaborators
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
- Urogenital Diseases
- Genital Diseases
- Genital Neoplasms, Male
- Urogenital Neoplasms
- Neoplasms by Site
- Neoplasms
- Genital Diseases, Male
- Prostatic Diseases
- Male Urogenital Diseases
- Prostatic Neoplasms
- Physiological Effects of Drugs
- Hormones, Hormone Substitutes, and Hormone Antagonists
- Hormone Antagonists
- Organic Chemicals
- Pharmacologic Actions
- Chemical Actions and Uses
- Hydrocarbons
- Cycloparaffins
- Hydrocarbons, Alicyclic
- Hydrocarbons, Cyclic
- Terpenes
- Taxoids
- Cyclodecanes
- Diterpenes
- Docetaxel
- Androgen Antagonists
- darolutamide
- enzalutamide
- apalutamide
Other Study ID Numbers
Other Study ID Numbers
- KY2025-R087
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
IPD Plan Description
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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