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Published on: September 27, 2014
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Liver Metastasis Risk and Timing in Pancreatic Cancer Patients Using Electronic Health Records
Nabasmita Talukdar1, Zeshui Yu2, Zheng Zeng3
1Department of Biostatistics and Epidemiology, Michigan State University, USA.
Medrxiv : the Preprint Server for Health Sciences
|November 24, 2025
Summary
This study identified key risk factors for liver metastasis in pancreatic cancer. Understanding these factors aids in earlier detection and personalized treatment for this deadly disease.
Area of Science:
- Oncology
- Gastroenterology
- Epidemiology
Background:
- Liver metastasis is a major cause of mortality in pancreatic cancer patients.
- Early detection and risk factor identification are crucial for improving patient outcomes.
- Understanding the timing of liver metastasis can enhance treatment strategies.
Purpose of the Study:
- To identify clinical and demographic risk factors for liver metastasis in pancreatic cancer.
- To analyze the timing of liver metastasis development in relation to pancreatic cancer diagnosis.
- To explore potential protective factors and high-risk indicators for liver metastasis.
Main Methods:
- Analysis of a large cohort of 12,955 incident pancreatic cancer patients from the Truveta platform.
- Logistic and Cox regression models were used to analyze risk factors and time to liver metastasis.
- Patients were categorized into baseline (≤30 days) and post-baseline (>30 days) metastasis groups.
Main Results:
- 37% of patients developed liver metastasis within one year; 70% had metastasis at baseline.
- Risk factors included male sex, older age, Type 2 diabetes, depression, obesity, anemia, abdominal pain, and prior distant metastasis.
- Black or African American and Hispanic or Latino patients had lower odds of liver metastasis. Surgery and radiotherapy were protective in subgroup analysis.
Conclusions:
- Key clinical and demographic risk factors for liver metastasis in pancreatic cancer were identified.
- Real-world data and analysis of disease progression timing are vital for pancreatic cancer research.
- Findings highlight opportunities for earlier intervention and personalized care in pancreatic cancer management.
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