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使用包含基因表达谱和肿瘤大小的四类模型优化葡萄膜黑色素瘤早期无转移生存期的预测。

Optimising prediction of early metastasis-free survival in uveal melanoma using a four-category model incorporating gene expression profile and tumour size.

作者信息

Roelofs Kelsey Andrea, Grewal Parampal, Lapere Steven, Larocque Matthew, Murtha Albert, Weis Ezekiel

机构信息

Department of Ophthalmology and Visual Sciences, University of Alberta Faculty of Medicine & Dentistry, Edmonton, Alberta, Canada.

Department of Oncology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada.

出版信息

Br J Ophthalmol. 2022 May;106(5):724-730. doi: 10.1136/bjophthalmol-2020-317714. Epub 2021 Feb 15.

Abstract

BACKGROUND

Largest basal diameter (LBD) appears to have independent prognostic value in uveal melanoma (UM).

METHODS

All patients undergoing plaque brachytherapy or enucleation for UM involving the choroid and/or ciliary body between 2012 and 2019.

RESULTS

A total of 348 patients with a mean age of 60±14 years were included and followed for a mean of 40±26 months (3.3±2.2 years). On multivariate analysis, LBD >12 mm remained a significant independent predictor of metastasis for both class 1 (HR 21.90; 95% CI 2.69 to 178.02; p=0.004) and class 2 (HR 2.45; 95% CI, 1.03 to 5.83; p=0.04) tumours. Four prognostic groups were created: group 1 (class 1, LBD <12 mm), group 2 (class 1, LBD ≥12 mm), group 3 (class 2, LBD <12 mm) and group 4 (class 2, LBD ≥12 mm). Life tables were used to calculate the 3-year and 5-year metastasis-free survival: group 1 (98 and 98%), group 2 (86 and 86%), group 3 (81 and 62%) and group 4 (54 and 47%). Compared with the reference category (group 1), the Cox proportional hazard model demonstrated a significant worsening of survival for each progressive category (group 2 (HR 21.59; p=0.004), group 3 (HR 47.12, p<0.001), and group 4 (HR 114.24; p<0.001)). In our dataset, the four-category Cox model performed poorer compared with the American Joint Committee on Cancer (AJCC) and gene expression profile (AJCC+GEP) in the Akaike's information criteria (AIC) (297 vs 291), fit better with the Bayesian information criteria (BIC) (309 vs 313) and performed similarly with the Harrel's C (0.86 (95% CI 0.80 to 0.91) vs 0.89 (0.84 to 0.94), respectively).

CONCLUSIONS

Combination of GEP and LBD allows separation of patients into four easy-to-use prognostic groups and was similar to a model combining AJCC stage with GEP.

摘要

背景

最大基底直径(LBD)在葡萄膜黑色素瘤(UM)中似乎具有独立的预后价值。

方法

纳入2012年至2019年间所有因累及脉络膜和/或睫状体的UM接受斑块近距离放疗或眼球摘除术的患者。

结果

共纳入348例患者,平均年龄60±14岁,平均随访40±26个月(3.3±2.2年)。多因素分析显示,对于1类(HR 21.90;95%CI 2.69至178.02;p=0.004)和2类(HR 2.45;95%CI,1.03至5.83;p=0.04)肿瘤,LBD>12 mm仍然是转移的显著独立预测因素。创建了四个预后组:第1组(1类,LBD<12 mm)、第2组(1类,LBD≥12 mm)、第3组(2类,LBD<12 mm)和第4组(2类,LBD≥12 mm)。使用生命表计算3年和5年无转移生存率:第1组(98%和98%)、第2组(86%和86%)、第3组(81%和62%)和第4组(54%和47%)。与参考类别(第1组)相比,Cox比例风险模型显示每个进展类别(第2组(HR 21.59;p=0.004)、第3组(HR 47.12,p<0.001)和第4组(HR 114.24;p<0.001))的生存率显著恶化。在我们的数据集中,四类Cox模型在赤池信息准则(AIC)方面与美国癌症联合委员会(AJCC)和基因表达谱(AJCC+GEP)相比表现较差(297对291),在贝叶斯信息准则(BIC)方面拟合更好(309对313),在Harrel's C方面表现相似(分别为0.86(95%CI 0.80至0.91)对0.89(0.84至0.94))。

结论

GEP和LBD的组合可将患者分为四个易于使用的预后组,并且与将AJCC分期与GEP相结合的模型相似。

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