Dermatomyositis with intrahepatic cholangiocarcinoma: a case report and data mining based on machine learning
1Ningxia Medical University, Yinchuan, China.
Frontiers in Oncology
|September 4, 2023
Summary
Dermatomyositis (DM) associated with intrahepatic cholangiocarcinoma (ICC) is rare. This study identified PARP12 and MT1M as potential biomarkers for predicting ICC in DM patients.
Area of Science:
- Oncology
- Rheumatology
- Genomics
Background:
- Paraneoplastic dermatomyositis (DM) links autoimmune disease with cancer.
- Intrahepatic cholangiocarcinoma (ICC) is rarely reported in association with DM.
Observation:
- A case of a middle-aged female patient with a 7-year history of DM who subsequently developed ICC is presented.
- Gene Expression Omnibus (GEO) database analysis explored the molecular mechanisms linking DM and ICC.
Findings:
- Machine learning identified poly(ADP-ribose) polymerase family member 12 (PARP12) and metallothionein 1M (MT1M) as significantly associated with DM-secondary ICC.
- PARP12 and MT1M show potential as predictive biomarkers for ICC in DM patients.
Implications:
- These findings may improve early detection of ICC in DM patients.
- Understanding the molecular link between DM and ICC could lead to targeted therapies.
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