Study of Risk Factors and Prediction of Blood Clots After Lung Cancer Surgery
Prospective Cohort Study on Risk Factors and Machine Learning-Based Prediction of Postoperative Venous Thromboembolism in Patients Undergoing Lung Cancer Surgery
1 other identifier
observational
900
1 country
1
Brief Summary
The goal of this observational study is to learn about the risk factors and prediction of postoperative venous thromboembolism (VTE) in patients undergoing lung cancer surgery. The main question it aims to answer is: Which clinical, surgical, and laboratory factors are associated with the development of postoperative deep vein thrombosis (DVT) in lung cancer surgery patients, and can machine learning models accurately predict individual risk? Participants undergoing lung cancer surgery will be prospectively followed for 30 days after surgery. Perioperative clinical data, laboratory results, and imaging findings will be collected to identify VTE risk factors and to develop a predictive model.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Nov 2024
Longer than P75 for all trials
1 active site
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
Study Start
First participant enrolled
November 1, 2024
CompletedFirst Submitted
Initial submission to the registry
February 23, 2026
CompletedFirst Posted
Study publicly available on registry
February 27, 2026
CompletedPrimary Completion
Last participant's last visit for primary outcome
November 1, 2029
ExpectedStudy Completion
Last participant's last visit for all outcomes
November 30, 2029
February 27, 2026
November 1, 2025
5 years
February 23, 2026
February 23, 2026
Conditions
Outcome Measures
Primary Outcomes (1)
Incidence of postoperative deep vein thrombosis (DVT) in lung cancer surgery patients
The primary outcome is the occurrence of postoperative deep vein thrombosis (DVT) within 30 days after lung cancer surgery, confirmed by Doppler ultrasound of the lower extremities. Perioperative clinical, laboratory, and imaging variables will be collected prospectively and analyzed to identify risk factors and develop machine learning-based predictive models for individual DVT risk.
From the day of lung cancer surgery to 30 days postoperatively
Secondary Outcomes (1)
Identification of perioperative risk factors for postoperative deep vein thrombosis (DVT) in lung cancer surgery patients
From the day of surgery to 30 days postoperatively
Study Arms (2)
VTE Group
Adult patients undergoing lung cancer surgery who develop postoperative deep vein thrombosis (DVT) within 30 days. Perioperative clinical, laboratory, and imaging data will be collected to identify risk factors and build predictive models.
Non-VTE Group
Adult patients undergoing lung cancer surgery who do not develop postoperative DVT within 30 days. Perioperative clinical, laboratory, and imaging data will be collected for comparison with the VTE group.
Interventions
The intervention involves the prospective collection of perioperative clinical, laboratory, and imaging data from adult patients undergoing lung cancer surgery. No therapeutic or diagnostic procedures beyond standard care are applied. Collected data will be used to identify risk factors for postoperative deep vein thrombosis (DVT) and to develop machine learning-based predictive models.
Eligibility Criteria
The study population consists of adult patients undergoing surgical resection for lung cancer at the Department of Thoracic Surgery, First Hospital of Jilin University. Participants will be prospectively followed for 30 days postoperatively to assess the occurrence of deep vein thrombosis (DVT) and to identify perioperative risk factors. All patients meeting inclusion criteria and without exclusion criteria will be eligible.
You may qualify if:
- Age ≥ 18 years
- Patients undergoing surgical resection for lung cancer
- Postoperative hospital stay ≥ 48 hours
- Availability of perioperative clinical, laboratory, and imaging data
- Willingness to provide informed consent and participate in 30-day follow-up
You may not qualify if:
- Pre-existing deep vein thrombosis (DVT) or pulmonary embolism (PE) before surgery
- Preoperative or ongoing anticoagulation therapy for ≥ 2 weeks
- Severe coagulation disorders or bleeding diseases
- Severe hepatic, renal, or hematologic dysfunction, or uncontrolled systemic infection
- Concurrent major organ surgery (e.g., cardiac, liver surgery)
- Pregnancy or lactation
- Incomplete postoperative follow-up data
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
The First Hospital of Jilin University, Department of Thoracic Surgery
Changchun, Jilin, 130021, China
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Target Duration
- 30 Days
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
February 23, 2026
First Posted
February 27, 2026
Study Start
November 1, 2024
Primary Completion (Estimated)
November 1, 2029
Study Completion (Estimated)
November 30, 2029
Last Updated
February 27, 2026
Record last verified: 2025-11
Data Sharing
- IPD Sharing
- Will not share