Person:
Rosenthal, Michael

Profile Picture

Email Address

AA Acceptance Date

Birth Date

Research Projects

Organizational Units

Job Title

Last Name

Rosenthal

First Name

Michael

Name

Rosenthal, Michael
Author's Publications: search.filters.isAuthorOfPublication.7efe87f9-c1b7-4e43-8353-2024ec12f4d1

Search Results

Now showing 1 - 1 of 1
  • Thumbnail Image
    Publication
    5-Fluorouracil induced liver toxicity in patients with colorectal cancer: role of computed tomography texture analysis as a potential biomarker
    (Springer Science and Business Media LLC, 2019-06-27) Alessandrino, Francesco; Qin, Lei; Cruz, Gisele; Sahu, Sonia; Rosenthal, Michael; Meyerhardt, Jeffrey; Shinagare, Atul
    Aim: To assess if CT texture analysis (TA) can serve as a biomarker of liver toxicity in patients with colorectal cancer treated with 5-fluorouracil (5-FU)-based chemotherapy. Materials and methods: In this IRB-approved, HIPAA-compliant retrospective study, patients with colorectal cancer treated with 5-FU-based regimens during 2008-2010 were identified from institutional electronic database. Total 43 patients (23 women; mean age 56 years) with normal baseline liver function tests (LFTs), availability of baseline (pre-chemotherapy) and first follow-up CT (median 1.7 months, interquartile range (IQR):1.5-2.5) performed during chemotherapy were included. Two single-slice ROI of right and left liver lobe were obtained on baseline and first follow-up CT for TA. Texture features (mean, entropy, kurtosis, skewness, mean of positive pixel, standard deviation (SD)) were extracted using a commercially available software (TexRAD; Feedback Medical Ltd, Cambridge, UK). Changes in texture parameters between baseline and follow-up CT were evaluated with Wilcoxon signed-rank test for patients with and without LFT elevation during chemotherapy. Results: Patients with LFT elevation (n=34;79%) showed significantly different mean, entropy and SD (p-values range: 0.01-0.05) between baseline and first follow-up CT. No significant changes in features were observed in patients without LFT elevation (n=9;21%). In 19 patients (56%), first follow-up CT was performed before elevation of LFTs was observed. Conclusions: This proof-of-concept study shows that there are early changes in liver texture on first follow-up CT in patients with LFT elevation during 5-FU-based chemotherapy for colorectal cancer. In more than 50% of cases, these changes occur before LFT elevation becomes evident on blood tests.