Tumor-Associated Stromal Cellular Density as a Predictor of Recurrence and Mortality in Breast Cancer: Results from Ethnically Diverse Study Populations

危险系数 间质细胞 医学 比例危险模型 乳腺癌 四分位数 内科学 肿瘤科 置信区间 基质 癌症 病理 免疫组织化学
作者
Mustapha Abubakar,Jing Zhang,Thomas U. Ahearn,Hela Koka,Changyuan Guo,Scott M. Lawrence,Karun Mutreja,Jonine D. Figueroa,Jianming Ying,Jolanta Lissowska,Ning Lyu,Montserrat García‐Closas,Xiaohong R. Yang
出处
期刊:Cancer Epidemiology, Biomarkers & Prevention [American Association for Cancer Research]
卷期号:30 (7): 1397-1407 被引量:10
标识
DOI:10.1158/1055-9965.epi-21-0055
摘要

Abstract Purpose: Tumor-associated stroma is comprised of fibroblasts, tumor-infiltrating lymphocytes (TIL), macrophages, endothelial cells, and other cells that interactively influence tumor progression through inflammation and wound repair. Although gene-expression signatures reflecting wound repair predict breast cancer survival, it is unclear whether combined density of tumor-associated stromal cells, a morphologic proxy for inflammation and wound repair signatures on routine hematoxylin and eosin (H&E)-stained sections, is of prognostic relevance. Methods: By applying machine learning to digitized H&E-stained sections for 2,084 breast cancer patients from China (n = 596; 24–55 years), Poland (n = 810; 31–75 years), and the United States (n = 678; 55–78 years), we characterized tumor-associated stromal cellular density (SCD) as the percentage of tumor–stroma that is occupied by nucleated cells. Hazard ratios (HR) and 95% confidence intervals (CI) for associations between SCD and clinical outcomes [recurrence (China) and mortality (Poland and the United States)] were estimated using Cox proportional hazard regression, adjusted for clinical variables. Results: SCD was independently predictive of poor clinical outcomes in hormone receptor–positive (luminal) tumors from China [multivariable HR (95% CI)fourth(Q4) vs. first(Q1) quartile = 1.86 (1.06–3.26); Ptrend = 0.03], Poland [HR (95% CI)Q4 vs. Q1 = 1.80 (1.12–2.89); Ptrend = 0.01], and the United States [HR (95% CI)Q4 vs. Q1 = 2.42 (1.33–4.42); Ptrend = 0.002]. In general, SCD provided more prognostic information than most classic clinicopathologic factors, including grade, size, PR, HER2, IHC4, and TILs, predicting clinical outcomes irrespective of menopausal or lymph nodal status. SCD was not predictive of outcomes in hormone receptor–negative tumors. Conclusions: Our findings support the independent prognostic value of tumor-associated SCD among ethnically diverse luminal breast cancer patients. Impact: Assessment of tumor-associated SCD on standard H&E could help refine prognostic assessment and therapeutic decision making in luminal breast cancer.

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
DAJI完成签到,获得积分10
1秒前
Z小姐发布了新的文献求助10
1秒前
BZPL发布了新的文献求助10
1秒前
2秒前
12发布了新的文献求助10
2秒前
3秒前
3秒前
xzy发布了新的文献求助10
4秒前
4秒前
鲤鱼笑白完成签到,获得积分10
4秒前
Jasper应助nn采纳,获得10
5秒前
轻松的祥完成签到,获得积分10
5秒前
Betty完成签到,获得积分10
5秒前
sunshine完成签到,获得积分10
6秒前
852应助顺利凌文采纳,获得30
6秒前
糊涂生活糊涂过完成签到 ,获得积分10
7秒前
7秒前
科研通AI5应助Eric采纳,获得10
7秒前
8秒前
CodeCraft应助个性的代荷采纳,获得10
8秒前
亮晶晶429完成签到,获得积分10
8秒前
Moonber完成签到,获得积分10
8秒前
Medical_Monk发布了新的文献求助10
9秒前
yulx001完成签到,获得积分10
10秒前
冷静靖荷应助lulu采纳,获得10
10秒前
研友_VZG7GZ应助lulu采纳,获得10
10秒前
田様应助ytx采纳,获得10
10秒前
万能图书馆应助彩色丸子采纳,获得10
10秒前
眯眯眼的衬衫应助小蘑菇采纳,获得10
11秒前
眯眯眼的衬衫应助小蘑菇采纳,获得10
11秒前
眯眯眼的衬衫应助小蘑菇采纳,获得10
11秒前
眯眯眼的衬衫应助小蘑菇采纳,获得10
11秒前
2099发布了新的文献求助10
12秒前
kingwill应助小程同学采纳,获得20
12秒前
kingwill应助小程同学采纳,获得20
12秒前
YYYYYY完成签到,获得积分10
13秒前
酷炫若枫发布了新的文献求助10
13秒前
13秒前
13秒前
彭于晏应助yulx001采纳,获得30
14秒前
高分求助中
Continuum thermodynamics and material modelling 3000
Production Logging: Theoretical and Interpretive Elements 2700
Healthcare Finance: Modern Financial Analysis for Accelerating Biomedical Innovation 2000
Applications of Emerging Nanomaterials and Nanotechnology 1111
Unseen Mendieta: The Unpublished Works of Ana Mendieta 1000
Les Mantodea de Guyane Insecta, Polyneoptera 1000
Theory of Block Polymer Self-Assembly 750
热门求助领域 (近24小时)
化学 医学 材料科学 生物 工程类 有机化学 生物化学 纳米技术 内科学 物理 化学工程 计算机科学 复合材料 基因 遗传学 物理化学 催化作用 细胞生物学 免疫学 电极
热门帖子
关注 科研通微信公众号,转发送积分 3488795
求助须知:如何正确求助?哪些是违规求助? 3076316
关于积分的说明 9144818
捐赠科研通 2768620
什么是DOI,文献DOI怎么找? 1519286
邀请新用户注册赠送积分活动 703714
科研通“疑难数据库(出版商)”最低求助积分说明 701985