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Histogram parameters derived from T1 and T2 weighted images correlate with tumor infiltrating lymphocytes and tumor-stroma ratio in head and neck squamous cell cancer
- Source :
- Magnetic resonance imaging. 80
- Publication Year :
- 2021
-
Abstract
- Purpose The present study used histogram analysis values derived from T1- and T2- weighted (w) images to elucidate possible associations with Tumor-infiltrating lymphocytes (TIL) and Vimentin expression in head and neck squamous cell cancer (HNSCC). Materials and methods Overall, 28 patients (n = 8 female patient, 28.6%) with primary HNSCC of different localizations were involved in the study. Magnetic resonance imaging (MRI) was obtained on a 3 T MRI. The images were analyzed with a whole lesion measurement using a histogram approach. TIL- and vimentin-expression was calculated on biopsy samples before any form of treatment. Results Several T1-derived parameters correlated with the expression of TIL within the stroma compartment: mean (r = 0.42, p = 0.025), p10 (r = 0.50, p = 0.007), p25 (r = 0.42, p = 0.025), median (r = 0.39, p = 0.036), and mode (r = 0.39, p = 0.04). No T2-derived parameter correlated with the TIL within the stroma compartment. Several T2-derived parameters correlated with the expression of TIL within the tumor compartment: mean (r = −0.52, p = 0.004), max (r = −0.43, p = 0.02), p10 (r = −0.38, p = 0.04), p25 (r = −0.53, p = 0.004), p75 (r = −0.52, p = 0.004), p90 (r = −0.48, p = 0.009), median (r = −0.52, p = 0.004), mode (r = −0.40, p = 0.03). Kurtosis derived from T2w images had significant higher values in tumor-rich tumors, compared to stroma-rich tumors, (mean 5.5 ± 0.5 versus 4.2 ± 1.2, p = 0.028). Conclusions Histogram analysis parameters derived from T1w and T2w images might be able to reflect tumor compartments and TIL expression in HNSCC.
- Subjects :
- Pathology
medicine.medical_specialty
Squamous cell cancer
medicine.diagnostic_test
Tumor-infiltrating lymphocytes
business.industry
Squamous Cell Carcinoma of Head and Neck
Biomedical Engineering
Biophysics
Magnetic resonance imaging
Magnetic Resonance Imaging
Lesion
Lymphocytes, Tumor-Infiltrating
Stroma
Head and Neck Neoplasms
Biopsy
medicine
Humans
Radiology, Nuclear Medicine and imaging
Female
medicine.symptom
Head and neck
T2 weighted
business
Subjects
Details
- ISSN :
- 18735894
- Volume :
- 80
- Database :
- OpenAIRE
- Journal :
- Magnetic resonance imaging
- Accession number :
- edsair.doi.dedup.....3a51dc36a3c46a876bdae52bd3697fb7