Identifying enhancement-based staging markers on baseline MRI in patients with colorectal cancer liver metastases undergoing intra-arterial tumor therapy
Creators
- 1. Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar St, New Haven, CT (United States)
- 2. Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA (United States)
- 3. Russel H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins Hospital, Baltimore, MD (United States)
- 4. Yale Center for Analytical Science, Yale School of Public Health, New Haven, CT (United States)
- 5. Department of Biomedical Engineering, Yale University, New Haven, CT (United States)
- 6. Department of Diagnostic and Interventional Radiology, Hospital Landstraße, Vienna (Austria)
Description
To determine if three-dimensional whole liver and baseline tumor enhancement features on MRI can serve as staging biomarkers and help predict survival of patients with colorectal cancer liver metastases (CRCLM) more accurately than one-dimensional and non-enhancement-based features. This retrospective study included 88 patients with CRCLM, treated with transarterial chemoembolization or Y90 transarterial radioembolization between 2001 and 2014. Semi-automated segmentations of up to three dominant lesions were performed on pre-treatment MRI to calculate total tumor volume (TTV) and total liver volumes (TLV). Quantitative 3D analysis was performed to calculate enhancing tumor volume (ETV), enhancing tumor burden (ETB, calculated as ETV/TLV), enhancing liver volume (ELV), and enhancing liver burden (ELB, calculated as ELV/TLV). Overall and enhancing tumor diameters were also measured. A modified Kaplan-Meier method was used to determine appropriate cutoff values for each metric. The predictive value of each parameter was assessed by Kaplan-Meier survival curves and univariable and multivariable cox proportional hazard models. All methods except whole liver (ELB, ELV) and one-dimensional/non-enhancement-based methods were independent predictors of survival. Multivariable analysis showed a HR of 2.1 (95% CI 1.3-3.4, p = 0.004) for enhancing tumor diameter, HR 1.7 (95% CI 1.1-2.8, p = 0.04) for TTV, HR 2.3 (95% CI 1.4-3.9, p < 0.001) for ETV, and HR 2.4 (95% CI 1.4-4.0, p = 0.001) for ETB. Tumor enhancement of CRCLM on baseline MRI is strongly associated with patient survival after intra-arterial therapy, suggesting that enhancing tumor volume and enhancing tumor burden are better prognostic indicators than non-enhancement-based and one-dimensional-based markers.
Availability note (English)
Available from: http://dx.doi.org/10.1007/s00330-021-08058-7Additional details
Identifiers
Publishing Information
- Journal Title
- European Radiology (Internet)
- Journal Volume
- 31
- Journal Issue
- 12
- Journal Page Range
- p. 8858-8867
- ISSN
- 1432-1084
- CODEN
- EURAE3
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 53018022
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ARTERIES; AUTOMATION; BIOLOGICAL MARKERS; BLOOD CIRCULATION; CARCINOMAS; DATA COMPILATION; HAZARDS; IMAGE PROCESSING; LIVER; METASTASES; METRICS; NMR IMAGING; RADIOEMBOLIZATION; RADIOPHARMACEUTICALS; RECTUM; SURVIVAL CURVES; THREE-DIMENSIONAL CALCULATIONS; YTTRIUM 90
- Descriptors DEC
- BETA DECAY RADIOISOTOPES; BETA-MINUS DECAY RADIOISOTOPES; BLOOD VESSELS; BODY; BRACHYTHERAPY; CARDIOVASCULAR SYSTEM; DATA; DATA PROCESSING; DAYS LIVING RADIOISOTOPES; DIAGNOSTIC TECHNIQUES; DIGESTIVE SYSTEM; DISEASES; DRUGS; GASTROINTESTINAL TRACT; GLANDS; HOURS LIVING RADIOISOTOPES; INFORMATION; INTERMEDIATE MASS NUCLEI; INTESTINES; ISOMERIC TRANSITION ISOTOPES; ISOTOPES; LABELLED COMPOUNDS; LARGE INTESTINE; MATERIALS; MEDICINE; NEOPLASMS; NUCLEAR MEDICINE; NUCLEI; ODD-ODD NUCLEI; ORGANS; PROCESSING; RADIOACTIVE MATERIALS; RADIOISOTOPES; RADIOLOGY; RADIOTHERAPY; THERAPY; YTTRIUM ISOTOPES