CT Radiomic Features and Gene Expression for Pulmonary Invasive Mucinous Adenocarcinoma

Ningbo No.2 Hospital data from June 2021 to October 2024 includes 150 patients with Pulmonary Invasive Mucinous Adenocarcinoma (PIMA) and 150 control patients. The dataset contains CT radiomic parameters and serum mRNA levels of FoxM1 and Sox9, correlated with tumor pathological characteristics. It was authored by Aizhu Sheng and last updated in April 2026.

Use Cases

• Correlating CT radiomic features like Kurtosis and Entropy with tumor differentiation degree.
• Investigating the relationship between FoxM1 and Sox9 mRNA levels and TNM staging in PIMA.
• Building a combined diagnostic model using Kurtosis, Entropy, FoxM1, and Sox9 mRNA levels.
• Analyzing the influence of radiomic and genetic factors on the presence of PIMA.

Strengths

• Includes a control group of 150 patients without PIMA for comparison.
• Data spans a defined collection period from June 2021 to October 2024.
• Combines imaging radiomic features with molecular gene expression data.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Data is from a single hospital (Ningbo No.2 Hospital), which may limit generalizability.

Provenance

Source

figshare, authored by Aizhu Sheng.

Collection Method

Patient selection and comparison of CT radiomic parameters and serum mRNA levels between groups.

Time Range

June 2021 to October 2024.

Freshness

Last updated 2026-04-09 17:30:32; freshness should be verified.

Geography

Ningbo No.2 Hospital, China.