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Diffusion-weighted MRI and histogram analysis: assessment of response to neoadjuvant chemotherapy in nephroblastoma
- Source :
- Abdominal Radiology (New York)
- Publication Year :
- 2021
- Publisher :
- Springer, 2021.
-
Abstract
- Purpose To assess the value of diffusion-weighted MRI (DW-MRI) in the non-invasive prediction of blastemal remnant after neoadjuvant chemotherapy in nephroblastoma. Methods This IRB-approved study included 32 pediatric patients with 35 tumors who underwent DW-MRI prior and after completion of neoadjuvant chemotherapy and subsequent surgical resection. Two blinded radiologists volumetrically assessed each tumor on pre- and post-neoadjuvant images and the parameters mean ADC, median ADC, 12.5th/25th/75th ADC percentile, skewness, and kurtosis were calculated. Blastemal remnant was determined per the pathology report. Associations between imaging features and blastemal remnant quartiles were examined using the Kruskal–Wallis test and adjusted for false discovery rate. Results Inter-reader agreement was high for mean ADC, skewness, kurtosis, and volume (ICC: 0.76–0.998). Pre-therapeutic histogram parameters skewness and kurtosis were found to be higher in patients with a higher amount of blastemal remnant for reader 1 (overall p = 0.035) and for kurtosis in reader 2 (overall p = 0.032) with skewness not reaching the level of statistical significance (overall p = 0.055). Higher tumor volume on pre-treatment imaging was associated with a higher amount of blastemal remnant after therapy (overall p = 0.032 for both readers). Conclusions Pre-treatment skewness and kurtosis of ADC histogram analysis were significantly associated with a larger fraction of a blastemal remnant after neoadjuvant chemotherapy. These findings could be incorporated into a more personalized chemotherapeutic regime in these patients and offer prognostic information at the time of initial diagnosis.
- Subjects :
- False discovery rate
2748 Urology
Percentile
medicine.medical_specialty
Urology
610 Medicine & health
Wilms Tumor
030218 nuclear medicine & medical imaging
03 medical and health sciences
Magnetic resonance imaging
0302 clinical medicine
Statistical significance
Image Interpretation, Computer-Assisted
medicine
Humans
2741 Radiology, Nuclear Medicine and Imaging
Radiology, Nuclear Medicine and imaging
2715 Gastroenterology
Child
Nephroblastoma
3614 Radiological and Ultrasound Technology
Retrospective Studies
Radiological and Ultrasound Technology
medicine.diagnostic_test
business.industry
10042 Clinic for Diagnostic and Interventional Radiology
Gastroenterology
Kidneys, Ureters, Bladder, Retroperitoneum
Kidney Neoplasms
Neoadjuvant Therapy
Diffusion Magnetic Resonance Imaging
Quartile
Skewness
030220 oncology & carcinogenesis
Kurtosis
Diffusion-weighted imaging
Radiology
business
Diffusion MRI
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Abdominal Radiology (New York)
- Accession number :
- edsair.doi.dedup.....ba05ecb9351dd5977401311047c698a8
- Full Text :
- https://doi.org/10.5167/uzh-209170