Reduced field-of-view DWI outperforms conventional DWI in assessing tumor heterogeneity and HPV status in head and neck cancer

Reduced field-of-view diffusion-weighted imaging (reduced-FOV DWI) is a promising technique for assessing tumor heterogeneity and microstructure. In this study, we evaluated the ability of reduced-FOV DWI to identify specific patterns associated with human papillomavirus (HPV) exposure in head and neck squamous cell carcinoma (HNSCC). Whole-lesion analysis of the tumor was performed on reduced-FOV and conventional DWI using a multi b value sequence. The extracted parameters included the 10th-90th percentile of the apparent diffusion coefficient (ADC) and fractional blood volume (fBV), skewness, and kurtosis. The differences between HPV-negative and HPV-positive tumors were greater for reduced-FOV DWI. ADC was significantly lower in HPV-positive tumors (reduced-FOV DWI: p < 0.001, r<sub>90th</sub> = 0.50; conventional DWI: p < 0.001, r<sub>10th</sub> = 0.49). The fBV was significantly lower in HPV-positive tumors on reduced-FOV DWI (reduced-FOV DWI: p<sub>90th</sub> < 0.001, r<sub>90th</sub> = 0.47; conventional DWI: not statistically significant). Moreover, there were significant differences between parameters derived from reduced-FOV and conventional DWI (ADC: p<sub>10th-90th</sub> < 0.001, fBV: p<sub>10th-50th</sub> < 0.001; skewness<sub>ADC, fBV</sub>: p < 0.001, kurtosis<sub>ADC</sub>: p = 0.008; kurtosis<sub>fBV</sub>: p < 0.001). In conclusion, DWI parameters varied depending on HPV status and the differences between HPV-positive and HPV-negative tumors were greater for reduced-FOV DWI. The reduced-FOV DWI better reflected histopathology than did conventional DWI.

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Journal
Scientific Reports
Published
2025-08-29
DOI
https://doi.org/10.1038/s41598-025-17284-8
Primary Topic
Radiomics and Machine Learning in Medical Imaging
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article
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article

Reduced field-of-view DWI outperforms conventional DWI in assessing tumor heterogeneity and HPV status in head and neck cancer

Tord Hompland, Knut Håkon Hole, Marta D. Switlyk, Einar Dale et al.
Scientific Reports
Radiomics and Machine Learning in Medical Imaging
article

Reduced field-of-view DWI outperforms conventional DWI in assessing tumor heterogeneity and HPV status in head and neck cancer

Tord Hompland, Knut Håkon Hole, Marta D. Switlyk, Einar Dale, L G Willumsen, Svetlana Tafjord
article en

Abstract

Reduced field-of-view diffusion-weighted imaging (reduced-FOV DWI) is a promising technique for assessing tumor heterogeneity and microstructure. In this study, we evaluated the ability of reduced-FOV DWI to identify specific patterns associated with human papillomavirus (HPV) exposure in head and neck squamous cell carcinoma (HNSCC). Whole-lesion analysis of the tumor was performed on reduced-FOV and conventional DWI using a multi b value sequence. The extracted parameters included the 10th-90th percentile of the apparent diffusion coefficient (ADC) and fractional blood volume (fBV), skewness, and kurtosis. The differences between HPV-negative and HPV-positive tumors were greater for reduced-FOV DWI. ADC was significantly lower in HPV-positive tumors (reduced-FOV DWI: p < 0.001, r<sub>90th</sub> = 0.50; conventional DWI: p < 0.001, r<sub>10th</sub> = 0.49). The fBV was significantly lower in HPV-positive tumors on reduced-FOV DWI (reduced-FOV DWI: p<sub>90th</sub> < 0.001, r<sub>90th</sub> = 0.47; conventional DWI: not statistically significant). Moreover, there were significant differences between parameters derived from reduced-FOV and conventional DWI (ADC: p<sub>10th-90th</sub> < 0.001, fBV: p<sub>10th-50th</sub> < 0.001; skewness<sub>ADC, fBV</sub>: p < 0.001, kurtosis<sub>ADC</sub>: p = 0.008; kurtosis<sub>fBV</sub>: p < 0.001). In conclusion, DWI parameters varied depending on HPV status and the differences between HPV-positive and HPV-negative tumors were greater for reduced-FOV DWI. The reduced-FOV DWI better reflected histopathology than did conventional DWI.

Scientific ReportsVol. 15(1)
Oslo University Hospital (NO), University of Oslo (NO)
Openalex Percentile: Top 68%
Radiomics and Machine Learning in Medical Imaging
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Reduced field-of-view DWI outperforms conventional DWI in assessing tumor heterogeneity and HPV status in head and neck cancer — Tord Hompland, Knut Håkon Hole, et al. · Scientific Reports (2025) | TGRS Research Map | TGRS