基于CT的放射学和临床特征,用于预测肺腺癌患者的骨转移
Qiushi Su1, Bingyan Wang2, Jia Guo1
1Department of Radiology, the Affiliated Hospital of Qingdao University, Qingdao, China.
Translational lung cancer research
|May 13, 2024
概括
基于CT的放射性诺米克图谱有助于预测肺腺癌患者的骨转移 (BM). 这种非侵入性工具通过评估BM风险,帮助个性化治疗决策,改善患者的治疗结果.
科学领域:
- 在瘤学瘤学.
- 放射学 放射学是一门学科.
- 医疗成像医学成像
背景情况:
- 骨转移 (BM) 显著降低了存活率,并增加了肺腺癌患者的痛苦.
- 准确的BM风险分层对于个性化治疗策略至关重要.
研究的目的:
- 开发和验证基于计算机断层扫描 (CT) 的临床放射学名图,用于预测肺腺癌中的BM.
- 评估放射学,临床和组合模型在BM风险分层中的性能.
主要方法:
- 从501名肺腺癌患者的CT图像中提取了1130个放射性特征.
- 使用ANOVA和LASSO进行特征选择;通过单变量和多变量分析确定了临床预测因素.
- 使用ROC曲线和DCA.三个模型 (放射学,临床,组合) 被构建和评估.
主要成果:
- 综合模型在验证队列中显示了最高的AUC (0.866),超过了临床 (0.824) 和放射学 (0.842) 模型.
- 放射学和组合模型显示在训练队列中的AUC具有统计学意义的差异 (P=0.03).
- 根据决策曲线分析,名图表显示了最高的临床净益处.
结论:
- 基于CT的临床放射学名图为肺腺癌中BM风险分层提供了一种非侵入性的定量方法.
- 这个工具支持个性化临床决策,为肺腺癌患者有骨转移风险.
相关概念视频
Computed Tomography
Tomography refers to imaging by sections. Computed tomography (CT) is a non-invasive imaging technique that uses computers to analyze several cross-sectional X-rays to reveal minute details about structures in the body.
The technique was invented in the 1970s and is based on the principle that as X-rays pass through the body, they are absorbed or reflected at different levels. In the technique, a patient lies on a motorized platform while a computerized axial tomography (CAT) scanner rotates...
The technique was invented in the 1970s and is based on the principle that as X-rays pass through the body, they are absorbed or reflected at different levels. In the technique, a patient lies on a motorized platform while a computerized axial tomography (CAT) scanner rotates...
Positron Emission Tomography
Positron emission tomography (PET) is a medical imaging technique involving radiopharmaceuticals — substances that emit short-lived radiation. Although the first PET scanner was introduced in 1961, it took 15 more years before radiopharmaceuticals were combined with the technique and revolutionized its potential.
One of the main requirements of a PET scan is a positron-emitting radioisotope, which is produced in a cyclotron and then attached to a substance used by the part of the body being...
One of the main requirements of a PET scan is a positron-emitting radioisotope, which is produced in a cyclotron and then attached to a substance used by the part of the body being...
Radiological Investigation I: X-ray and CT
Radiological investigations, including X-rays and computed tomography (CT) scans, are critical for diagnosing and evaluating various medical conditions. These imaging techniques provide valuable insights into the body's internal structures, aiding in the detection of abnormalities, assessment of disease progression, and development of treatment strategies. This article delves into two primary radiological investigations, chest X-rays and CT scans, outlining their purpose, procedures, and the...
Radiological Investigation III: Pulmonary Angiogram and PET Scan
Radiological investigations are paramount in the diagnosis and management of various pulmonary diseases. Two essential investigations are the Pulmonary Angiogram and the Positron Emission Tomography (PET) Scan.
Pulmonary Angiogram
A Pulmonary Angiogram is an invasive procedure involving injecting a contrast medium through a catheter threaded into the pulmonary artery or the right side of the heart to visualize the pulmonary vasculature. Computed Tomography (CT) scans have mainly replaced this...
Pulmonary Angiogram
A Pulmonary Angiogram is an invasive procedure involving injecting a contrast medium through a catheter threaded into the pulmonary artery or the right side of the heart to visualize the pulmonary vasculature. Computed Tomography (CT) scans have mainly replaced this...
Imaging Studies II: Positron Emission Tomography and Scintigraphy
Positron Emission Tomography (PET) is a medical imaging technique that provides crucial insights into the body's physiological functions at a molecular level. It is an indispensable resource for diagnosing, staging, and monitoring various illnesses, notably cancer, neurological disorders, and cardiovascular conditions.
Fundamental Principles of PET
Fundamental Principles of PET
Imaging Studies III: Computed Tomography
DefinitionComputed Tomography (CT) of the genitourinary (GU) tract is a non-invasive imaging modality that utilizes X-rays and computer processing to generate detailed cross-sectional images of the urinary system, encompassing the kidneys, ureters, bladder, and adjacent structures such as the adrenal glands.PurposeCT scans of the GU tract serve several diagnostic and therapeutic purposes, including:Diagnosis of Urinary Tract Diseases: Detects kidney stones, tumors, cysts, and congenital...


