Department of Urology, Yale School of Medicine, New Haven, Connecticut.
Yale Cancer Outcomes, Public Policy, and Effectiveness Research Center, New Haven, Connecticut.
JAMA Oncol. 2021 Jan 1;7(1):52-58. doi: 10.1001/jamaoncol.2020.6086.
Although tissue-based genomic tests can aid in treatment decision-making for patients with prostate cancer, little is known about their clinical adoption.
To evaluate regional adoption of genomic testing for prostate cancer and understand common trajectories of uptake shared by regions.
DESIGN, SETTING, AND PARTICIPANTS: This dynamic cohort study of patients diagnosed with prostate cancer used administrative claims from Blue Cross Blue Shield Axis, the largest source of commercial health insurance in the US, to characterize temporal trends in the use of commercial, tissue-based genomic testing and calculate the proportion of tested patients at the hospital referral region (HRR) level. Eligible patients from July 1, 2012, through June 30, 2018, were those aged 40 to 89 years with prostate cancer diagnosed from July 1, 2012, through June 30, 2018.
Group-based trajectory modeling was used to classify regions according to discrete trajectories of adoption of commercial, tissue-based genomic testing for prostate cancer. Across regions with distinct trajectories, HRR-level sociodemographic and health care contextual characteristics were compared, using data previously calculated among Medicare beneficiaries.
A total of 92 418 men with prostate cancer who met inclusion criteria were identified; the median (interquartile range) age at diagnosis was 60 (56-63) years. Overall, the proportion of patients who received genomic testing increased from 0.8% in July 2012 to June 2013 to 11.3% in July 2017 to June 2018. Trajectory modeling identified 5 distinct regional trajectories of genomic testing adoption. Although less than 1% of patients in each group were tested at baseline, group 1 (lowest adoption) increased to 4.0%. Groups 2 (7.8%), 3 (14.6%), and 4 (17.3%) experienced more modest growth, while in group 5 (highest adoption), use increased to 33.8% of patients tested from June 2017 to July 2018. Compared with regions that more slowly adopted testing, HRRs with the highest rate of adoption (group 5) had higher HRR-level education measures (percentage [SD] with college education: group 1, 25.6% [4.8%]; vs group 2, 27.5% [7.3%]; vs group 3, 30.3% [9.1%]; vs group 4, 29.8% [8.2%]; vs group 5, 30.4% [11.4%]; P for trend = .03), median (SD) household income (group 1, $50 412.8 [$6907.4]; vs group 2, $54 419.6 [$11 324.5]; vs group 3, $61 424.0 [$17 723.8]; vs group 4, $58 508.3 [$15 174.6]; vs group 5, $58 367.0 [$13 180.5]; P for trend = .005), and prostate cancer resources, including clinician density (No. [SD] of clinicians per 100 000: group 1, 2.5 [0.3]; vs group 2, 2.5 [0.5]; vs group 3, 2.6 [0.5]; vs group 4, 2.7 [0.7]; vs group 5, 2.6 [0.5]; P for trend = .04) and prostate cancer screening (percentage [SD] of prostate-specific antigen testing among patients aged 68-74 y: group 1, 29.4% [11.8%]; vs group 2, 32.4% [11.2%]; vs group 3, 33.1% [12.7%]; vs group 4, 36.1% [9.7%]; vs group 5, 28.8% [11.8%]; P for trend = .05).
In this cohort study of patients with prostate cancer, the adoption of commercial tissue-based genomic testing for prostate cancer was highly variable in the US at the regional level and may be associated with contextual measures related to socioeconomic status and patterns of prostate cancer care. These findings highlight factors underlying differential adoption of prognostic technologies for patients with cancer.
重要性:尽管基于组织的基因组检测可以帮助前列腺癌患者的治疗决策,但人们对其临床应用知之甚少。
目的:评估前列腺癌基因组检测的区域采用情况,并了解各区域共有的常见采用轨迹。
设计、地点和参与者:本研究为动态队列研究,纳入了 2012 年 7 月 1 日至 2018 年 6 月 30 日期间被诊断为前列腺癌且有商业健康保险的美国蓝十字蓝盾协会(美国最大的商业健康保险公司之一)的患者,旨在描述商业、组织基因组检测在时间上的使用趋势,并计算医院转诊区域(HRR)层面接受检测的患者比例。符合条件的患者为 2012 年 7 月 1 日至 2018 年 6 月 30 日期间诊断为前列腺癌且年龄在 40 岁至 89 岁的患者。
主要结果和措施:使用基于群组的轨迹建模,根据商业组织基因组检测用于前列腺癌的采用离散轨迹对区域进行分类。在具有不同轨迹的区域中,使用先前在 Medicare 受益人群中计算得出的数据,比较了 HRR 层面的社会人口统计学和医疗保健环境特征。
结果:共确定了 92418 名符合纳入标准的前列腺癌患者;诊断时的中位(四分位间距)年龄为 60(56-63)岁。总体而言,接受基因组检测的患者比例从 2012 年 7 月至 2013 年 6 月的 0.8%增加到 2017 年 7 月至 2018 年 6 月的 11.3%。轨迹建模确定了 5 种不同的基因组检测采用的区域轨迹。尽管每组中基线检测率不到 1%,但第 1 组(采用率最低)增加到 4.0%。第 2 组(7.8%)、第 3 组(14.6%)和第 4 组(17.3%)的增长率较为温和,而在采用率最高的第 5 组中,从 2017 年 6 月至 2018 年 7 月,接受检测的患者中,有 33.8%的患者接受了检测。与检测采用速度较慢的地区相比,采用率最高的地区(第 5 组)的 HRR 层面的教育措施水平更高(具有大学教育的百分比[标准差]:第 1 组为 25.6%[4.8%];第 2 组为 27.5%[7.3%];第 3 组为 30.3%[9.1%];第 4 组为 29.8%[8.2%];第 5 组为 30.4%[11.4%];P趋势=0.03),中位(标准差)家庭收入(第 1 组为 50412.8[6907.4]美元;第 2 组为 54419.6[11324.5]美元;第 3 组为 61424.0[17723.8]美元;第 4 组为 58508.3[15174.6]美元;第 5 组为 58367.0[13180.5]美元;P趋势=0.005)和前列腺癌资源,包括临床医生密度(每 10 万居民的临床医生人数[标准差]:第 1 组为 2.5[0.3];第 2 组为 2.5[0.5];第 3 组为 2.6[0.5];第 4 组为 2.7[0.7];第 5 组为 2.6[0.5];P趋势=0.04)和前列腺癌筛查(68-74 岁患者中前列腺特异性抗原检测的百分比[标准差]:第 1 组为 29.4%[11.8%];第 2 组为 32.4%[11.2%];第 3 组为 33.1%[12.7%];第 4 组为 36.1%[9.7%];第 5 组为 28.8%[11.8%];P趋势=0.05)。
结论和相关性:在这项前列腺癌患者的队列研究中,美国各地区采用商业组织基因组检测前列腺癌的情况差异很大,可能与社会经济地位和前列腺癌护理模式相关的环境因素有关。这些发现突出了癌症患者预后技术采用的差异性背后的因素。