Abstract | BACKGROUND: Malignant tumor essentially implies structural heterogeneity. Analysis of medical imaging can quantify this structural heterogeneity, which can be a new biomarker. This study aimed to evaluate the usefulness of texture analysis of computed tomography (CT) imaging as a biomarker for predicting the therapeutic response of neoadjuvant chemoradiotherapy (nCRT) for locally advanced rectal cancer. METHODS: We enrolled 76 patients with rectal cancer who underwent curative surgery after nCRT. Texture analyses (Fractal analysis and Histogram analysis) were applied to contrast-enhanced CT images, and fractal dimension (FD), skewness, and kurtosis of the tumor were calculated. These CT-derived parameters were compared with the therapeutic response and prognosis. RESULTS: Forty-six of 76 patients were diagnosed as clinical responders after nCRT. Kurtosis was significantly higher in the responders group than in the non-responders group (4.17 ± 4.16 vs. 2.62 ± 3.19, p = 0.04). Nine of 76 patients were diagnosed with pathological complete response (pCR) after surgery. FD of the pCR group was significantly lower than that of the non-pCR group (0.90 ± 0.12 vs. 1.01 ± 0.12, p = 0.009). The area under the receiver-operating characteristics curve of tumor FD for predicting pCR was 0.77, and the optimal cut-off value was 0.84 (accuracy; 93.4%). Furthermore, patients with lower FD tumors tended to show better relapse-free survival and disease-specific survival than those with higher FD tumors (5-year, 80.8 vs. 66.6%, 94.4 vs. 80.2%, respectively), although it was not statistically significant (p = 0.14, 0.11). CONCLUSIONS: CT-derived texture parameters could be potential biomarkers for predicting the therapeutic response of rectal cancer.
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Authors | Yoshihiro Kurata, Koichi Hayano, Gaku Ohira, Shunsuke Imanishi, Toru Tochigi, Tetsuro Isozaki, Tomoyoshi Aoyagi, Hisahiro Matsubara |
Journal | International journal of clinical oncology
(Int J Clin Oncol)
Vol. 26
Issue 12
Pg. 2246-2254
(Dec 2021)
ISSN: 1437-7772 [Electronic] Japan |
PMID | 34585288
(Publication Type: Journal Article)
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Copyright | © 2021. Japan Society of Clinical Oncology. |
Chemical References |
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Topics |
- Biomarkers
- Chemoradiotherapy
- Humans
- Neoadjuvant Therapy
- Neoplasm Recurrence, Local
- Rectal Neoplasms
(diagnostic imaging, drug therapy)
- Tomography, X-Ray Computed
- Treatment Outcome
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