ClinicalTrials.gg
CompletedNCT07827482Updated Sep 18, 2026

Pretreatment 18F-FDG PET/CT Radiomics for Predicting Response to First-Line Targeted Therapy Plus Immunotherapy in Metastatic Renal Cell Carcinoma

An observational study in Metastatic Renal Cell Carcinoma, sponsored by First Affiliated Hospital of Fujian Medical University. Completed at 1 site in China. Open to participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2026-09-18.

Sponsored by First Affiliated Hospital of Fujian Medical University · Observational

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Study type
Observational
Model
Cohort
Time perspective
Retrospective
Enrollment
228
Ages
18 Years and older
Sex
All
01

Where this study stands

Counted across the records on this site · 2026-11-14

Among 234 studies in Carcinoma, Renal Cell with a site in China — 111 open to participants now, 142 under way, 10 of them phase 3. Carcinoma, Renal Cell · China.

Enrollment
32nd of 45
228 · median 300
Started
2019
with 5 others
Observational
45 of 234
25 open now
Registered
226th of 234
by date

Among the 234 studies in Carcinoma, Renal Cell with a site in China, this one is the 32nd largest by enrollment of the 45 observational ones that give a count, is one of 6 that started in 2019, is one of 45 observational ones, and was the 226th registered.

Carcinoma, Renal Cell

2,038 studies on the registry are indexed under Carcinoma, Renal Cell; 395 are open to participants now.

Browse Carcinoma, Renal Cell studies →

Open to participants now

111 of the 234 studies in Carcinoma, Renal Cell with a site in China are open now. Recruiting first, the newest first:

106 more — sign in →

All 111 open studies →

A study can be open while its sites in China have not opened yet or have stopped. Only those recruiting at a site in China →

Who these studies take

Of the 307 Carcinoma, Renal Cell studies recruiting now, 254 (83%) set no upper age limit and 18 (6%) stop at 75 or younger; 20 take children under 18; 19 take healthy volunteers.

This study: 18 Years and older · all sexes · no healthy volunteers.

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02

Study summary

This single-center retrospective observational study evaluates whether quantitative imaging features from pretreatment 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) can help predict response to first-line tyrosine kinase inhibitor (TKI) plus immune checkpoint inhibitor (ICI) therapy in patients with metastatic renal cell carcinoma.

The study reviews existing medical records and imaging data from 228 patients treated at the First Affiliated Hospital of Fujian Medical University between January 2019 and December 2025. Treatment was selected as part of routine clinical care and was not assigned by the study. Imaging features are extracted separately from the primary kidney tumor and metastatic lesions and are then combined to develop a patient-level multi-lesion radiomics model.

Treatment response is assessed according to Response Evaluation Criteria in Solid Tumors version 1.1 approximately 12 weeks after treatment initiation. Complete response or partial response is classified as response, whereas stable disease or progressive disease is classified as non-response. The study compares imaging-based, clinical, and combined prediction models and also evaluates their association with progression-free survival.

Read the detailed description

Patients with metastatic renal cell carcinoma may have different responses to first-line treatment combining a tyrosine kinase inhibitor with an immune checkpoint inhibitor. Differences may also occur among the primary renal tumor and metastatic lesions within the same patient. Pretreatment 18F-FDG PET/CT provides whole-body information about tumor glucose metabolism, while radiomics can extract quantitative imaging features that may reflect tumor heterogeneity.

This is a single-center retrospective observational cohort study using existing clinical, pathological, treatment, follow-up, and pretreatment 18F-FDG PET/CT data. Eligible patients had pathologically confirmed metastatic renal cell carcinoma, underwent 18F-FDG PET/CT before starting first-line TKI plus ICI therapy, had at least one measurable lesion according to RECIST version 1.1, and had adequate treatment-response and follow-up information. The study did not assign treatment or alter routine clinical care.

Primary renal tumors and eligible metastatic lesions are segmented separately on pretreatment PET/CT images. Conventional metabolic parameters and radiomic features are extracted from each lesion. For patients with multiple metastatic lesions, lesion-level features are aggregated to generate patient-level variables. Primary-tumor, metastatic-lesion, and combined multi-lesion radiomics models are developed. Clinical and metabolic variables are also evaluated, and a combined prediction model is constructed. Patients are divided into training and internal validation cohorts for model development and evaluation.

The primary outcome is treatment response assessed approximately 12 weeks after treatment initiation according to RECIST version 1.1. Complete response and partial response are classified as responder status, while stable disease and progressive disease are classified as non-responder status. Progression-free survival is also evaluated to explore whether the prediction model is associated with longer-term treatment benefit.

03

Conditions studied

  • Metastatic Renal Cell Carcinoma

Keywords

  • 18F-FDG PET/CT
  • Radiomics
  • Multi-lesion Radiomics
  • Tyrosine Kinase Inhibitor
  • Immune Checkpoint Inhibitor
  • Treatment Response
  • Progression-Free Survival
  • Axitinib
  • Pembrolizumab
  • Toripalimab
04

Who can participate

Ages eligible
18 Years and older
Sexes eligible
All
Accepts healthy volunteers
No
Sampling method
Non-probability sample

Study population

The study population consists of adult patients with pathologically confirmed metastatic renal cell carcinoma who underwent pretreatment 18F-FDG PET/CT and received first-line axitinib plus pembrolizumab or toripalimab at the First Affiliated Hospital of Fujian Medical University. Eligible patients were identified retrospectively from institutional medical and imaging records. The study included patients with adequate clinical, pathological, imaging, treatment response, and follow-up data.

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  1. confirmed renal cell carcinoma.
  2. Pretreatment 18F-FDG PET/CT performed before initiation of systemic therapy.
  3. Receipt of first-line tyrosine kinase inhibitor plus combination therapy.
  4. At least one according to version 1.1.
  5. Available clinicopathological, imaging, treatment response, and follow-up data.

Exclusion criteria

Exclusion Criteria:

  1. Receipt of systemic anticancer therapy before the pretreatment 18F-FDG PET/CT examination.
  2. An interval of more than 1 month between pretreatment PET/CT and initiation of systemic therapy.
  3. Unavailable treatment response assessment or follow-up data.
  4. Incomplete key clinicopathological or imaging information.
  5. PET/CT image quality inadequate for lesion segmentation or radiomics analysis.
Terms in these criteria, in plain language(6)

Underlined terms in the criteria open these too. Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.

Histologically or cytologically confirmed

The diagnosis was confirmed by looking at a sample under a microscope: tissue from a biopsy or surgery (histology), or cells from a fluid or needle sample (cytology).

Your pathology report is the document that shows this.

Metastases

Cancer that has spread from where it began to other parts of the body. “Metastatic” cancer is cancer that has spread this way.

Line of therapy

A line of therapy is one course of treatment, which may combine several drugs. First-line is the first course given; second-line follows when that stops working or is not tolerated.

“Two prior lines” means two courses that count separately under the study’s rules — not simply two drugs. Ask the study team if you are unsure how yours are counted.

PD-1, PD-L1 and checkpoint inhibitors

PD-1, PD-L1 and CTLA-4 are proteins that act as brakes on the immune system. Checkpoint inhibitors, such as pembrolizumab or nivolumab, block them so the immune system can attack a cancer.

PD-L1 can also be measured in a tumour sample. Some scores count stained tumour cells only (TPS); others also count certain immune cells (CPS). The study names the score and the minimum it uses.

Measurable disease

The amount of disease can be tracked with a defined measurement, so the study can see whether it shrinks or grows. It might be a tumour measured on a scan or, in some blood cancers such as myeloma, a marker measured in blood or urine.

The criteria or the study team say which measurement counts — having no tumour visible on a scan does not by itself rule you out.

RECIST

The standard rules for measuring tumours on CT or MRI scans, to tell whether a cancer is shrinking, stable or growing during treatment.

“Measurable disease per RECIST 1.1” usually means at least one tumour 10 mm or more at its longest on a CT scan, or a lymph node 15 mm or more across its short axis.

05

Study design

Observational model
Cohort
Time perspective
Retrospective
Enrollment
228 participants (actual)
Patient registry
No

Groups and cohorts

  • Metastatic Renal Cell Carcinoma Cohort

    Patients with pathologically confirmed metastatic renal cell carcinoma who underwent pretreatment 18F-FDG PET/CT and received first-line axitinib plus either pembrolizumab or toripalimab as part of routine clinical care. Clinical, pathological, imaging, treatment response, and follow-up data were retrospectively collected. Treatment was not assigned by the study.

    Diagnostic Test: Pretreatment 18F-FDG PET/CT · Drug: Axitinib Plus Pembrolizumab or Toripalimab

Interventions

  • Diagnostic testPretreatment 18F-FDG PET/CT

    Pretreatment 18F-fluorodeoxyglucose positron emission tomography/computed tomography was performed before initiation of first-line systemic therapy. Primary renal tumors and eligible metastatic lesions were evaluated for conventional metabolic parameters and radiomic features.

  • DrugAxitinib Plus Pembrolizumab or Toripalimab

    Patients received first-line axitinib 5 mg orally twice daily combined with either pembrolizumab 200 mg intravenously every 3 weeks or toripalimab 240 mg intravenously every 3 weeks as part of routine clinical care. Treatment was not assigned by the observational study.

This study also gives Pembrolizumab. No intervention listed here names it: that was found by reading the record.

06

What researchers measure

Primary outcomes

  1. Treatment Response According to RECIST Version 1.1

    Number and percentage of participants categorized as having complete response, partial response, stable disease, or progressive disease according to Response Evaluation Criteria in Solid Tumors version 1.1. Complete response and partial response are classified as responder status, while stable disease and progressive disease are classified as non-responder status.

    Time frame: At 12 weeks after initiation of first-line TKI plus ICI therapy

Secondary outcomes

  1. Progression-Free Survival

    Progression-free survival is defined as the time from initiation of first-line TKI plus ICI therapy to radiologically confirmed disease progression, death from any cause, or the last available follow-up, whichever occurs first. Participants without progression or death at the last follow-up are censored.

    Time frame: From treatment initiation to radiologically confirmed disease progression, death, or last follow-up, assessed up to 24 months

Other outcomes

  1. Predictive Performance of the Multi-Lesion Radiomics Model

    Discriminative performance of the pretreatment 18F-FDG PET/CT multi-lesion radiomics model for predicting responder status, evaluated using the area under the receiver operating characteristic curve in the training and internal validation cohorts.

    Time frame: At 12 weeks after initiation of first-line TKI plus ICI therapy

07

Study locations

1 site
  • First Affiliated Hospital of Fujian Medical University
    Fuzhou, Fujian 350005, China
08

References and documents

Individual participant data

Plan to share: No — Individual participant data will not be shared because the retrospective dataset contains sensitive clinical and imaging information and is subject to institutional privacy, data security, and ethics requirements.

No publications or documents are linked to this record.

09

Timeline

Tracking since Sep 25, 2026
ElapsedEstimatedEstimated, not yet reached

Ran from Jun 2019 to primary completion in Apr 2026, 82 months.

How these figures are worked out, and which studies are left out of them.

Registered
Sep 7, 2026
First posted
Sep 18, 2026
StartActual
Jun 1, 2019
Primary completionActual
Apr 10, 2026
CompletionActual
Jun 30, 2026
Last update
Sep 18, 2026
What these dates mean
Start.
When the first participant enrolled; while estimated, when the study expects to open to recruitment.
Primary completion.
When the last participant was examined or treated to collect data for the study's main question, its primary outcome. A study that stopped early gives the date its data collection stopped.
Completion.
When the last participant's last visit took place, for every outcome, secondary ones and side effects included: the end of the study. Often later than primary completion, sometimes the same day.
Actual and Est.
Actual means the registry says the date has happened. Est. (estimated) is a date the sponsor plans or expects. It can still move, and the sponsor is expected to change it to actual once it has passed.
No changes since tracking began. The registry record was last updated on Sep 18, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
10

Registry details

Key details

Study ID
NCT07827482
Lead sponsor
First Affiliated Hospital of Fujian Medical University
Responsible party
Ning Xu (Professor; Chief Physician, First Affiliated Hospital of Fujian Medical University) — Principal investigator
First posted
Sep 18, 2026
Start date
Jun 1, 2019
Primary completion
Apr 10, 2026
Completion
Jun 30, 2026
Last update
Sep 18, 2026

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

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This study is completed, as verified in Sep 2026. You cannot join it, but the record below documents what was studied.

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