University of Illinois College of Medicine, Chicago, IL, USA.
Program for Personalized Cancer Care, NorthShore University HealthSystem, Evanston, IL, USA.
J Transl Med. 2021 Jan 22;19(1):41. doi: 10.1186/s12967-020-02699-w.
Genome-wide association studies have identified thousands of disease-associated single nucleotide polymorphisms (SNPs). A subset of these SNPs may be additively combined to generate genetic risk scores (GRSs) that confer risk for a specific disease. Although the clinical validity of GRSs to predict risk of specific diseases has been well established, there is still a great need to determine their clinical utility by applying GRSs in primary care for cancer risk assessment and targeted intervention.
This clinical study involved 281 primary care patients without a personal history of breast, prostate or colorectal cancer who were 40-70 years old. DNA was obtained from a pre-existing biobank at NorthShore University HealthSystem. GRSs for colorectal cancer and breast or prostate cancer were calculated and shared with participants through their primary care provider. Additional data was gathered using questionnaires as well as electronic medical record information. A t-test or Chi-square test was applied for comparison of demographic and key clinical variables among different groups.
The median age of the 281 participants was 58 years and the majority were female (66.6%). One hundred one (36.9%) participants received 2 low risk scores, 99 (35.2%) received 1 low risk and 1 average risk score, 37 (13.2%) received 1 low risk and 1 high risk score, 23 (8.2%) received 2 average risk scores, 21 (7.5%) received 1 average risk and 1 high risk score, and no one received 2 high risk scores. Before receiving GRSs, younger patients and women reported significantly more worry about risk of developing cancer. After receiving GRSs, those who received at least one high GRS reported significantly more worry about developing cancer. There were no significant differences found between gender, age, or GRS with regards to participants' reported optimism about their future health neither before nor after receiving GRS results.
Genetic risk scores that quantify an individual's risk of developing breast, prostate and colorectal cancers as compared with a race-defined population average risk have potential clinical utility as a tool for risk stratification and to guide cancer screening in a primary care setting.
全基因组关联研究已经确定了数千个与疾病相关的单核苷酸多态性(SNP)。这些 SNP 中的一部分可以相加,形成遗传风险评分(GRS),从而为特定疾病带来风险。尽管 GRS 预测特定疾病风险的临床有效性已经得到充分证实,但仍有很大的必要通过在初级保健中应用 GRS 来评估癌症风险和进行靶向干预,以确定其临床实用性。
本临床研究涉及 281 名没有乳腺癌、前列腺癌或结直肠癌个人病史且年龄在 40-70 岁的初级保健患者。DNA 来自 NorthShore University HealthSystem 的一个预先存在的生物库。计算了结直肠癌和乳腺癌或前列腺癌的 GRS,并通过初级保健提供者与参与者共享。还通过问卷和电子病历信息收集了其他数据。使用 t 检验或卡方检验比较不同组之间的人口统计学和关键临床变量。
281 名参与者的中位年龄为 58 岁,大多数为女性(66.6%)。101 名(36.9%)参与者获得 2 个低风险评分,99 名(35.2%)获得 1 个低风险和 1 个平均风险评分,37 名(13.2%)获得 1 个低风险和 1 个高风险评分,23 名(8.2%)获得 2 个平均风险评分,21 名(7.5%)获得 1 个平均风险和 1 个高风险评分,没有人获得 2 个高风险评分。在收到 GRS 之前,年轻患者和女性报告说对患癌症的风险更加担忧。在收到 GRS 后,那些至少收到一个高 GRS 的人报告说对患癌症的担忧明显增加。在收到 GRS 结果前后,无论性别、年龄或 GRS,参与者对自己未来健康的乐观程度均无显著差异。
与种族定义的人群平均风险相比,量化个体患乳腺癌、前列腺癌和结直肠癌风险的遗传风险评分具有作为风险分层工具和指导初级保健中癌症筛查的潜在临床实用性。