Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Stanford University, 300 Pasteur Drive, Stanford, CA, 94305-5281, USA.
Department of Dermatology, Stanford University, Stanford, CA, USA.
Mol Imaging Biol. 2021 Feb;23(1):139-147. doi: 10.1007/s11307-020-01526-4. Epub 2020 Aug 12.
We investigated the ability of baseline 2-deoxy-2-[F]fluoro-D-glucose PET/CT parameters, acquired before the start of immunotherapy, to predict development of hyperprogressive disease (HPD) in melanoma patients. We also evaluated the diagnostic performances of ratios of baseline and first restaging PET/CT parameters to diagnose HPD without information of the tumor growth kinetic ratio (TGKR) that requires pre-baseline imaging before baseline imaging (3 timepoint imaging).
Seventy-six patients who underwent PET/CT before and approximately 3 months following initiation of immunotherapy were included. PET/CT parameters, including metabolic tumor volume (MTV) for all melanoma lesions and total measured tumor burden (TMTB) based on irRECIST, were measured from baseline PET/CT (MTV and TMTB) and first restaging PET/CT (MTV and TMTB). The ratios of MTV (MTV/MTV, MTVr) and TMTB (TMTB/TMTB, TMTBr) were calculated.
MTV of HPD patients (n = 9, TGKR ≥ 2) was larger than that of non-HPD (n = 67, TGKR < 2) patients (P < 0.05), and HPD patients demonstrated shorter median overall survival (7 vs. more than 60 months, P < 0.05). The area under the curve (AUC) of MTV (≥ 155.5 ml) to predict the risk of HPD was 0.703, with a sensitivity of 66.7 % and specificity of 81.2 %. The AUCs of MTVr (≥ 1.25) and TMTBr (≥ 1.27) to diagnose HPD without information of TGKR were 0.875 and 0.977 with both sensitivities of 100 %, and specificities of 79 % and 83.9 %, respectively.
Patients at high risk of developing HPD could not be accurately identified based on baseline PET/CT parameters. The ratios of baseline and first restaging PET/CT parameters may be helpful to diagnose HPD, when patients do not undergo pre-baseline imaging.
我们研究了免疫治疗开始前基线 2-脱氧-2-[F]氟-D-葡萄糖 PET/CT 参数的能力,以预测黑色素瘤患者发展为超进展性疾病(HPD)的情况。我们还评估了基线和首次重新分期 PET/CT 参数的比值在没有肿瘤生长动力学比(TGKR)信息的情况下诊断 HPD 的诊断性能,该比需要在基线成像前进行基线成像(3 次成像)。
纳入了 76 名在免疫治疗开始前后约 3 个月接受 PET/CT 检查的患者。从基线 PET/CT(MTV 和 TMTB)和首次重新分期 PET/CT(MTV 和 TMTB)测量所有黑色素瘤病变的代谢肿瘤体积(MTV)和基于 irRECIST 的总测量肿瘤负担(TMTB)等 PET/CT 参数。计算 MTV(MTV/MTV,MTVr)和 TMTB(TMTB/TMTB,TMTBr)的比值。
HPD 患者(n=9,TGKR≥2)的 MTV 大于非 HPD 患者(n=67,TGKR<2)(P<0.05),HPD 患者的中位总生存期更短(7 个月与 60 个月以上,P<0.05)。MTV(≥155.5ml)预测 HPD 风险的曲线下面积(AUC)为 0.703,灵敏度为 66.7%,特异性为 81.2%。不考虑 TGKR 信息时,MTVr(≥1.25)和 TMTBr(≥1.27)的 AUC 分别为 0.875 和 0.977,两者的灵敏度均为 100%,特异性分别为 79%和 83.9%。
基于基线 PET/CT 参数,无法准确识别发展为 HPD 的高风险患者。当患者未进行基线成像时,基线和首次重新分期 PET/CT 参数的比值可能有助于诊断 HPD。