Exploring racial differences in second-harmonic-generation-based prognostic indicators of metastasis in breast and colon cancer.

Biophotonics discovery Pub Date : 2025-04-01 Epub Date: 2025-04-30 DOI:10.1117/1.bios.2.2.022703
Tresa M Elias, Danielle E Desa, Edward B Brown, Showmick Paul, Gabriel A Ramirez, Bradley M Turner, Kelley Madden, Raul S Gonzalez, Anna Weiss, Edward B Brown
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Abstract

Significance: 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.

Aim: 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.

Approach: 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.

Results: 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.

Conclusions: 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.

探讨乳腺癌和结肠癌转移的基于二代的预后指标的种族差异。
意义:对肿瘤微环境中胶原内部结构和整体组织进行二次谐波生成(SHG)分析,可以增强现有的转移预测方法,这些方法对不同种族患者的预测精度不一致。为了使这些光学工具在临床上可用,需要进行多中心试验。我们调查基于shg的预后信号是否随患者种族而变化,为设计这样的试验提供见解。目的:对结肠腺癌(CRC)和浸润性导管癌(IDC)患者样本进行SHG成像,得出两项预后指标。我们评估了这些指标与患者种族之间的关系。方法:按照前面描述的方法对SHG图像进行分析,确定前向到后向SHG散射比(F/B)和光纤角度变异性(FAV)。两种预后指标在黑人和白人患者之间进行比较。结果:在IDC队列中,来自肿瘤-基质界面的F/B在人口统计学组之间存在显著差异。对于结直肠癌队列,在肿瘤-基质界面和肿瘤体积方面观察到一种趋势。在两个队列中,FAV没有因种族而异。结论:F/B随患者种族的变化提示F/B与转移结局的关系可能因患者种族而异。这些发现强调了对种族特异性预后算法的潜在需求,以改善所有患者的转移预测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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