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Background: To investigate diffusion-weighted magnetic imaging (DWI) and diffusion kurtosis magnetic imaging (DKI) for the early detection of the response to docetaxel (DTX) chemotherapy in rat epithelial ovarian cancer (EOC).
Methods: 7,12-Dimethylbenz[A]anthracene was applied to induce orthotopic EOC in Sprague-Dawley rats. Rats with EOC were treated with DTX on day 0 (treatment group) or were left untreated (control group). DWI and DKI were performed on days 0, 3, 7, 14 and 21 after treatment. On day 21, the tumors were categorized into the sensitive and insensitive groups according to the size change. The cutoff values of the DWI and DKI parameters for the early response were determined. The experiment was repeated, and the treatment group was divided into the sensitive and insensitive groups according to the initially obtained cutoff values. The DWI and DKI parameters were correlated with tumor size, proliferation, apoptosis and tumor necrosis.
Results: In the sensitive vs. insensitive or control group, significant differences were found in the Δ% of the DWI and DKI parameters (ADC, D and K) from day 3 and in tumor size from day 14. Early on day 7, the Δ% of K had an AUC of 1 and sensitivity and specificity values of 100% and 100%, respectively, to detect the response to DTX using a cutoff value of 19.03% reduction in K. From day 7, significant differences were found in the Δ% of Ki-67 and CA125 in the sensitive vs. control group and from day 14 in the sensitive vs. insensitive group. From day 14, there were significant differences in the Δ% of Bcl-2, apoptosis and tumor necrosis in the sensitive vs. control or insensitive group. The Δ% values of ADC and D were negatively correlated with the Δ% values of tumor size, Ki-67, CA125 and Bcl-2 and were positively correlated with the Δ% values of apoptosis and tumor necrosis. The Δ% of K was positively correlated with the Δ% values of tumor size, Ki-67, CA125 and Bcl-2 and was negatively correlated with the Δ% values of apoptosis and tumor necrosis.
Conclusions: DWI and DKI parameters, especially K, are superior for imaging tumor size for the early detection of the response to DTX chemotherapy in induced rat EOC.
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http://dx.doi.org/10.1186/s12967-018-1714-1 | DOI Listing |
Oncol Lett
November 2025
Department of Radiology, Zibo Central Hospital, Zibo, Shandong 255020, P.R. China.
Clear cell renal cell carcinoma (ccRCC) is a malignant tumor, originating from the renal epithelium, and accounts for ~85% of RCC cases. The present study aimed to validate the efficacy of an MRI deep learning (DL) model to preoperatively predict the pathological grading of ccRCC. Therefore, a DL algorithm was constructed and trained using diffusion weighted imaging (DWI) and diffusion kurtosis imaging (DKI) sequence images.
View Article and Find Full Text PDFWorld J Gastrointest Oncol
August 2025
Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430079, Hubei Province, China.
Background: The differential diagnosis between hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC) is crucial. The individual differences of patients increase the complexity of diagnosis. Currently, imaging diagnosis mainly relies on conventional computed tomography and magnetic resonance imaging (MRI), but few studies have investigated MRI functional imaging.
View Article and Find Full Text PDFBJR Open
January 2025
Department of Musculoskeletal Radiology, Royal Orthopedic Hospital, Birmingham , B31 2AP, United Kingdom.
Diffusion-weighted imaging (DWI) is an advanced MRI technique that harnesses the movement of water molecules within tissues to assess and characterize a wide range of musculoskeletal disorders. By differentiating between isotropic and anisotropic diffusion, DWI provides critical insights into tissue integrity and pathology, proving instrumental in diagnosing conditions. Its sensitivity to changes in tissue microstructure is quantified through metrics like the apparent diffusion coefficient (ADC) and fractional anisotropy (FA).
View Article and Find Full Text PDFQuant Imaging Med Surg
August 2025
Department of Radiology, Tianjin First Central Hospital, Tianjin Institute of Imaging Medicine, Tianjin, China.
Background: Early estimation and monitoring of renal function is important to guiding clinical intervention and reducing complications. Our previous research confirmed that diffusion-weighted imaging (DWI) can evaluate the varying degrees of transplanted kidney function; however, its value in conducting follow-up and predicting long-term prognosis has not yet been assessed. This study aimed to evaluate the ability of multi-b-value DWI to evaluate and monitor the function of transplanted kidneys in follow-up and to determine the predictive value for allograft dysfunction during follow-up.
View Article and Find Full Text PDFQuant Imaging Med Surg
August 2025
Department of Radiology, West China Hospital, Sichuan University, Chengdu, China.
Background: Although simultaneous multislice (SMS) acceleration shortens abdominal diffusion-weighted imaging (DWI) scans, its effect on quantitative hepatocellular carcinoma (HCC) measurements is unclear. This study aimed to evaluate SMS acceleration effects on DWI-derived quantitative measurements in HCC and the upper abdominal solid organs.
Methods: This prospective cross-sectional study initially enrolled 205 patients with clinically suspected HCC.