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通过时域漫射光学监测新辅助化疗:乳腺组织成分变化及胶原蛋白鉴别潜力

Monitoring of neoadjuvant chemotherapy through time domain diffuse optics: breast tissue composition changes and collagen discriminative potential.

作者信息

Mule Nikhitha, Maffeis Giulia, Cubeddu Rinaldo, Santangelo Carolina, Bianchini Giampaolo, Panizza Pietro, Taroni Paola

机构信息

Politecnico di Milano, Dipartimento di Fisica, Piazza Leonardo Da Vinci 32, 20133 Milano, Italy.

Scientific Institute (IRCCS) Ospedale San Raffaele, Breast Imaging Unit, Via Olgettina 60, 20132 Milano, Italy.

出版信息

Biomed Opt Express. 2024 Jul 26;15(8):4842-4858. doi: 10.1364/BOE.527968. eCollection 2024 Aug 1.

Abstract

The purpose of this clinical study is to test a broad spectral range (635-1060 nm) time-domain diffuse optical spectroscopy in monitoring the response of breast cancer patients to neoadjuvant chemotherapy (NAC). The broadband operation allows us to fully analyze tissue composition in terms of hemoglobin, water, lipids and collagen concentration, which has never been systematically studied until now during the course of therapy. Patients are subjected to multiple breast optical imaging sessions, each one performed at different stages of NAC, both on tumor-bearing and contralateral healthy breasts. We correlate the optical results with conventional imaging techniques and pathological response. Preliminary outcomes on 10 patients' data show an average significant reduction in the concentrations of oxy-hemoglobin (-53%,  = 0.0020), collagen (-36%,  = 0.0039) and water (-15%,  = 0.0195), and increase in lipids (+39%,  = 0.0137) from baseline to the end of therapy in the tumor-bearing breast of patients who responded to therapy at least partially. With respect to scattering, the scattering amplitude, , increases slightly (+15%,  = 0.0039) by the end of the therapy compared to the baseline, while the scattering slope, , shows no significant change (+4%,  = 0.9219). Some change in the constituents' concentrations was also noticed in the contralateral healthy breast, even though it was significant only for oxy-hemoglobin concentration. We observed that collagen seems to be the only component distinguishing between complete and partial responders by the end of 2-3 weeks from the baseline. In the complete responder group, collagen significantly decreased after 2-3 weeks with respect to baseline (p = 0.0423). While the partial responder group also showed a decrease, it did not reach statistical significance (p = 0.1012). This suggests that collagen could serve as a potential biomarker to measure NAC effectiveness early during treatment. Even though obtained on a small group of patients, these initial results are consistent with those of standard medical modalities and highlight the sensitivity of the technique to changes that occur in breast composition during NAC.

摘要

本临床研究的目的是测试宽光谱范围(635 - 1060 nm)的时域漫射光学光谱技术,以监测乳腺癌患者对新辅助化疗(NAC)的反应。宽带操作使我们能够全面分析组织成分中血红蛋白、水、脂质和胶原蛋白的浓度,而在治疗过程中,此前从未对此进行过系统研究。患者要接受多次乳房光学成像检查,每次检查在NAC的不同阶段进行,检查部位包括患侧乳房和对侧健康乳房。我们将光学检查结果与传统成像技术及病理反应进行关联分析。对10例患者数据的初步结果显示,在至少有部分反应的患者的患侧乳房中,从基线到治疗结束,氧合血红蛋白浓度平均显著降低(-53%, = 0.0020)、胶原蛋白浓度降低(-36%, = 0.0039)、水浓度降低(-15%, = 0.0195),脂质浓度升高(+39%, = 0.0137)。关于散射,与基线相比,治疗结束时散射幅度 略有增加(+15%, = 0.0039),而散射斜率 无显著变化(+4%, = 0.9219)。在对侧健康乳房中也注意到了成分浓度的一些变化,尽管仅氧合血红蛋白浓度变化显著。我们观察到,到基线后的2 - 3周结束时,胶原蛋白似乎是区分完全缓解者和部分缓解者的唯一成分。在完全缓解组中,2 - 3周后胶原蛋白相对于基线显著降低(p = 0.0423)。而部分缓解组虽然也有降低,但未达到统计学显著性(p = 0.1012)。这表明胶原蛋白可作为一种潜在的生物标志物,用于在治疗早期测量NAC的疗效。尽管这些初步结果是基于一小部分患者获得的,但它们与标准医学模式的结果一致,并突出了该技术对NAC期间乳房成分变化的敏感性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ff84/11427201/97c75e4c0943/boe-15-8-4842-g001.jpg

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