Diffusion-weighted MRI and histogram analysis: assessment of response to neoadjuvant chemotherapy in nephroblastoma

Abdom Radiol (NY). 2021 Jul;46(7):3317-3325. doi: 10.1007/s00261-021-03032-9. Epub 2021 Mar 12.

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.

Keywords: Diffusion-weighted imaging; Magnetic resonance imaging; Nephroblastoma.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Child
  • Diffusion Magnetic Resonance Imaging
  • Humans
  • Image Interpretation, Computer-Assisted
  • Kidney Neoplasms* / diagnostic imaging
  • Kidney Neoplasms* / drug therapy
  • Neoadjuvant Therapy
  • Retrospective Studies
  • Wilms Tumor* / diagnostic imaging
  • Wilms Tumor* / drug therapy