Department of Radiology, Box 218, University of Cambridge, Cambridge, CB2 0QQ, United Kingdom.
Cambridge University Hospitals NHS Foundation Trust, Addenbrooke's Hospital, Cambridge, CB2 0QQ, United Kingdom.
Sci Rep. 2019 Jul 24;9(1):10742. doi: 10.1038/s41598-019-47195-4.
This study assessed the feasibility of using diffusion kurtosis imaging (DKI) as a measure of tissue heterogeneity and proliferation to predict the response of high grade serous ovarian cancer (HGSOC) to neoadjuvant chemotherapy (NACT). Seventeen patients with HGSOC were imaged at 3 T and had biopsy samples taken prior to any treatment. The patients were divided into two groups: responders and non-responders based on Response Evaluation Criteria In Solid Tumours (RECIST) criteria. The following imaging metrics were calculated: apparent diffusion coefficient (ADC), apparent diffusion (D) and apparent kurtosis (K). Tumour cellularity and proliferation were quantified using histology and Ki-67 immunohistochemistry. Mean K before therapy was higher in responders compared to non-responders: 0.69 ± 0.13 versus 0.51 ± 0.11 respectively, P = 0.02. Tumour cellularity correlated positively with K (rho = 0.50, P = 0.04) and negatively with both ADC (rho = -0.72, P = 0.001) and D (rho = -0.80, P < 0.001). Ki-67 expression correlated with K (rho = 0.53, P = 0.03) but not with ADC or D. In conclusion, K was found to be a potential predictive biomarker of NACT response in HGSOC, which suggests that DKI is a promising clinical tool for use oncology and radiology that should be evaluated further in future larger studies.
本研究评估了扩散峰度成像(DKI)作为评估组织异质性和增殖的指标,以预测高级别浆液性卵巢癌(HGSOC)对新辅助化疗(NACT)的反应的可行性。17 名 HGSOC 患者在 3T 进行了成像,并在接受任何治疗前进行了活检。根据实体瘤反应评估标准(RECIST),患者被分为两组:应答者和无应答者。计算了以下影像学指标:表观扩散系数(ADC)、表观扩散(D)和表观峰度(K)。使用组织学和 Ki-67 免疫组化来量化肿瘤细胞密度和增殖。治疗前,应答者的平均 K 值高于无应答者:分别为 0.69±0.13 和 0.51±0.11,P=0.02。肿瘤细胞密度与 K 呈正相关(rho=0.50,P=0.04),与 ADC(rho=-0.72,P=0.001)和 D(rho=-0.80,P<0.001)呈负相关。Ki-67 表达与 K 呈正相关(rho=0.53,P=0.03),但与 ADC 或 D 无关。总之,K 被发现是 HGSOC 中 NACT 反应的潜在预测生物标志物,这表明 DKI 是一种有前途的临床工具,可在肿瘤学和放射学中进一步评估,应在未来更大的研究中进一步评估。