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RecruitingNCT06241092Updated Feb 5, 2024

AI-Based Multimodal Multi-tasks Analysis Reveals Tumor Molecular Heterogeneity, Predicts Preoperative Lymph Node Metastasis and Prognosis in Papillary Thyroid Carcinoma

An observational study in Papillary Thyroid Carcinoma; Molecular Heterogeneity; Multi-model Analysis; Artificial Intelligence; Lymph Node Metastases; Disease-free Survival, sponsored by Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University. Recruiting at 1 site in China. Per ClinicalTrials.gov, last updated 2024-02-05.

Sponsored by Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University · Observational

From the registry’s dates

  • Primary completion was expected by Sep 2024, 2 years ago, but the record still lists the study as recruiting.
Study type
Observational
Model
Cohort
Time perspective
Cross-sectional
Enrollment
256
Sex
All
01

Study summary

This study involved a comprehensive analysis of 256 PTC patients from Sun Yat-sen Memorial Hospital of Sun Yat-sen University (SYSMH) and 499 patients from The Cancer Genome Atlas. DNA-based next-generation sequencing (NGS) and single-cell RNA sequencing (scRNA-seq) were employed to capture genetic alterations and TME heterogeneity. A deep learning multimodal model was developed by incorporating matched histopathology slide images, genomic, transcriptomic, immune cells data to predict LNM and disease-free survival (DFS).

02

Conditions studied

  • Papillary Thyroid Carcinoma; Molecular Heterogeneity; Multi-model Analysis; Artificial Intelligence; Lymph Node Metastases; Disease-free Survival
03

In context

Carcinoma

6,741 studies on the registry are indexed under Carcinoma; 1,161 are open to participants now.

This study's planned enrollment of 256 is above the median of 149 across 1,175 observational studies indexed under Carcinoma.

Browse Carcinoma studies →

Lead sponsor

Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University is the lead sponsor of 466 studies on the registry; 271 are open to participants now.

Counted across the registry records on this site, refreshed daily.

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Who can participate

Ages eligible
Child (0–17), Adult (18–64), Older adult (65+)
Sexes eligible
All
Accepts healthy volunteers
No
Sampling method
Non-probability sample

Inclusion criteria

≥ 18 years of age Diagnosis of Papillary thyroid carcinoma at least one months before trial Willing to return for required follow-up (posttest) visits

Exclusion criteria

Exclusion Criteria:

The patient requires valve or other likely surgery The patient is unable to carry out any physical activity without discomfort The patient had thyroid ache within three months prior to enrollment The patient refuses to give informed consent The patient is a candidate for coronary bypass surgery or something similar

05

Study design

Observational model
Cohort
Time perspective
Cross-sectional
Enrollment
256 participants (estimated)
Target follow-up
2 Years
Patient registry
Yes

Groups and cohorts

  • TCGA
  • SYSMH
06

What researchers measure

Primary outcomes

  1. Lymph node metastasis

    Lymph node metastasis is frequently influenced by a myriad of factors, and tumor heterogeneity stands out as a significant contributing element.

    Time frame: 2021.10.1

Secondary outcomes

  1. Disease-free survival

    Disease-free survival is defined as the time from randomization to the first occurrence of a relapse, progression, or death from any cause, commonly used in clinical trials of adjuvant therapy after curative surgery or radiation therapy. It is also used as a primary endpoint in studies of neoadjuvant therapy and a useful endpoint for evaluating the efficacy of treatments that aim to prevent cancer recurrence research

    Time frame: 2021.10.1

07

Study locations

1 of 1 sites recruiting
  • Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University
    Guangzhou, Guangdong 510000, China
    Recruiting
08

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Feb 5, 2024, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
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Registry details

Key details

Study ID
NCT06241092
Lead sponsor
Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University
Responsible party
Yunfang Yu (Dr., Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University) — Principal investigator
First posted
Feb 5, 2024
Start date
Apr 1, 2024 (estimated)
Primary completion
Sep 20, 2024 (estimated)
Completion
Jan 20, 2025 (estimated)
Last update
Feb 5, 2024

Oversight

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

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