Elias Tresa M, Desa Danielle E, Brown Edward B, Paul Showmick, Ramirez Gabriel A, Turner Bradley M, Madden Kelley, Gonzalez Raul S, Weiss Anna, Brown Edward B
University of Rochester, Department of Biomedical Engineering, Rochester, New York, United States.
Morgridge Institute for Research, Madison, Wisconsin, United States.
Biophotonics Discov. 2025 Apr;2(2). doi: 10.1117/1.bios.2.2.022703. Epub 2025 Apr 30.
Second-harmonic generation (SHG) analysis of collagen internal structure and overall organization in the tumor microenvironment may enhance current metastasis prediction methods, which do not prognosticate with the same accuracy for patients of different races. For these optical tools to be clinically available, a multicenter trial is needed. We investigate if SHG-based prognostic signals vary with patient race, providing insight for designing such a trial.
SHG imaging was performed on colon adenocarcinoma (CRC) and invasive ductal carcinoma (IDC) patient samples to derive two prognostic indicators. We assessed the association between these indicators and patient race.
SHG images were analyzed as previously described to determine the forward- to backward-SHG scattering ratio (F/B) and fiber angle variability (FAV). Both prognostic measurements were compared between Black and White patients.
In the IDC cohort, F/B from the tumor-stroma interface differed significantly between demographic groups. For the CRC cohort, a trend was observed in the tumor-stroma interface and tumor bulk. FAV did not vary by race in either cohort.
F/B variation with patient race suggests the relationship between F/B and metastatic outcome may vary with patient race. These findings highlight the potential need for race-specific prognostic algorithms to improve metastasis prediction for all patients.
对肿瘤微环境中胶原蛋白内部结构和整体组织进行二次谐波产生(SHG)分析,可能会改进当前的转移预测方法,目前的方法对不同种族患者的预后预测准确性不同。要使这些光学工具能够临床应用,需要进行多中心试验。我们研究基于SHG的预后信号是否因患者种族而异,为设计此类试验提供见解。
对结肠腺癌(CRC)和浸润性导管癌(IDC)患者样本进行SHG成像,以得出两个预后指标。我们评估了这些指标与患者种族之间的关联。
按照先前描述的方法分析SHG图像,以确定前向与后向SHG散射比(F/B)和纤维角度变异性(FAV)。比较了黑人和白人患者的这两种预后测量结果。
在IDC队列中,肿瘤-基质界面的F/B在不同人口统计学组之间存在显著差异。对于CRC队列,在肿瘤-基质界面和肿瘤主体中观察到一种趋势。在两个队列中,FAV均未因种族而有所不同。
F/B随患者种族的变化表明,F/B与转移结果之间的关系可能因患者种族而异。这些发现凸显了可能需要针对不同种族的预后算法,以改善对所有患者的转移预测。