Aging a Decade in a Day: Age Cutoff Bias in Adjuvant Therapy Allocation for Early-Stage Breast Cancer

医学 队列 乳腺癌 逻辑回归 内科学 放射治疗 优势比 阶段(地层学) 癌症 肿瘤科 辅助治疗 队列研究 人口学 生物 社会学 古生物学
作者
Wesley J. Talcott,Daylian M. Cain,Daniel Z. Yang,Sarah Schellhorn Mougalian,Suzanne B. Evans
出处
期刊:International Journal of Radiation Oncology Biology Physics [Elsevier BV]
卷期号:116 (4): 747-756 被引量:1
标识
DOI:10.1016/j.ijrobp.2022.12.057
摘要

Purpose Physicians may expedite interpretation of data presented as a continuous variable by binning the data into “high” and “low” subgroups (cutoff heuristic). Use of this cognitive shortcut with age may lead to fewer nuanced or inappropriate decisions. We hypothesized an age cutoff heuristic may lead to non–evidence-based adjuvant treatment allocation among patients with early-stage breast cancer. Methods and Materials Two cohorts with strong indications for adjuvant treatment regardless of age that underwent lumpectomy for early-stage breast cancer between 2004 and 2017 were identified in the National Cancer Database. Cohort 1 had higher-risk features (estrogen receptor negative, endocrine therapy not planned, final margins positive, or size >3 cm; n = 160,990) and was appropriate for radiation. Cohort 2 had hormone receptor positivity with tumors >5 mm (n = 394,946) and was appropriate for endocrine therapy. Multivariable logistic regressions with odds ratios (ORs) and 99.8% confidence intervals (CIs) were performed to determine whether any single year-over-year age difference was independently associated with a difference in likelihood of adjuvant therapy recommendation. Results In cohort 1, radiation recommendation decreased sharply at age 70, ranging from 90% to 92% between the ages of 50 and 69 years to 81% for those aged 70 years. Multivariable logistic regressions showed year-over-year age difference was an independent predictor for adjuvant radiation recommendation at only age 70 versus 69 (OR, 0.47; CI, 0.39-0.57; P < .001). For cohort 2, endocrine therapy recommendation showed a small decline at age 70, and year-over-year age difference was a predictor of endocrine therapy recommendation at only age 70 versus 69 (OR, 0.86; CI, 0.74-0.99; P = .001). Conclusions We observed a unique decline in appropriate adjuvant therapy recommendation between ages 69 and 70. This suggests use of an age cutoff heuristic to process patient age in this population as a categorical, binary variable. This is a previously undescribed phenomenon in early-stage breast cancer. Physicians may expedite interpretation of data presented as a continuous variable by binning the data into “high” and “low” subgroups (cutoff heuristic). Use of this cognitive shortcut with age may lead to fewer nuanced or inappropriate decisions. We hypothesized an age cutoff heuristic may lead to non–evidence-based adjuvant treatment allocation among patients with early-stage breast cancer. Two cohorts with strong indications for adjuvant treatment regardless of age that underwent lumpectomy for early-stage breast cancer between 2004 and 2017 were identified in the National Cancer Database. Cohort 1 had higher-risk features (estrogen receptor negative, endocrine therapy not planned, final margins positive, or size >3 cm; n = 160,990) and was appropriate for radiation. Cohort 2 had hormone receptor positivity with tumors >5 mm (n = 394,946) and was appropriate for endocrine therapy. Multivariable logistic regressions with odds ratios (ORs) and 99.8% confidence intervals (CIs) were performed to determine whether any single year-over-year age difference was independently associated with a difference in likelihood of adjuvant therapy recommendation. In cohort 1, radiation recommendation decreased sharply at age 70, ranging from 90% to 92% between the ages of 50 and 69 years to 81% for those aged 70 years. Multivariable logistic regressions showed year-over-year age difference was an independent predictor for adjuvant radiation recommendation at only age 70 versus 69 (OR, 0.47; CI, 0.39-0.57; P < .001). For cohort 2, endocrine therapy recommendation showed a small decline at age 70, and year-over-year age difference was a predictor of endocrine therapy recommendation at only age 70 versus 69 (OR, 0.86; CI, 0.74-0.99; P = .001). We observed a unique decline in appropriate adjuvant therapy recommendation between ages 69 and 70. This suggests use of an age cutoff heuristic to process patient age in this population as a categorical, binary variable. This is a previously undescribed phenomenon in early-stage breast cancer.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
1秒前
我是老大的应助被qzc采纳,获得30
2秒前
Owen的应助被cbx采纳,获得10
2秒前
eleven发布了新的文献求助10
3秒前
3秒前
4秒前
5秒前
Jasper的应助被azerox2采纳,获得10
5秒前
qqqq完成签到,获得积分10
6秒前
栗子发布了新的文献求助10
8秒前
9秒前
顺顺利利发布了新的文献求助10
9秒前
端庄向雁完成签到 ,获得积分10
14秒前
14秒前
ines完成签到 ,获得积分10
14秒前
15秒前
领导范儿的应助被进击的巨人采纳,获得30
15秒前
烟花的应助被hkh采纳,获得10
15秒前
CipherSage的应助被封号四犸采纳,获得10
16秒前
科研通AI6.4的应助被pudajia采纳,获得10
16秒前
崎路人完成签到,获得积分10
16秒前
17秒前
Shan5完成签到,获得积分10
19秒前
从容的安南完成签到 ,获得积分10
21秒前
21秒前
古芍昂发布了新的文献求助30
22秒前
22秒前
海棠完成签到,获得积分10
25秒前
Archer发布了新的文献求助10
25秒前
ziyu完成签到,获得积分10
25秒前
残月斜影发布了新的文献求助10
25秒前
Hello的应助被Billie采纳,获得10
26秒前
高大的立果完成签到,获得积分10
28秒前
28秒前
泥蝶完成签到 ,获得积分10
28秒前
可爱的函函的应助被杜小鱼采纳,获得10
29秒前
29秒前
栗早完成签到 ,获得积分10
29秒前
29秒前
30秒前
高分求助中
(应助此贴封号)通过应助OA文献获取积分 10000
Rosenblum, Global Change Biology 800
The Dawn of Philology 520
Organizational Behavior 510
Production Logging: Theoretical and Interpretive Elements 400
A primer on partial least squares structural equation modeling (PLS-SEM) (4th ed.) 310
中国器官捐献和移植发展报告(2024) 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 计算机科学 工程类 纳米技术 有机化学 化学工程 内科学 物理 生物化学 复合材料 催化作用 细胞生物学 人工智能 心理学 无机化学 基因 遗传学
热门帖子
关注 科研通微信公众号,转发送积分 7822382
求助须知:如何正确求助?哪些是违规求助? 9349077
关于积分的说明 20551111
捐赠科研通 7415002
什么是DOI,文献DOI怎么找? 3333360
关于科研通互助平台的介绍 2479140
邀请新用户注册赠送积分活动 2353676