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Optical imaging provides flow-cytometry-like single-cell level analysis of HIF-1α-mediated metabolic changes in radioresistant head and neck squamous carcinoma cells.
Pub Date : 2025-01-01 Epub Date: 2025-01-28 DOI: 10.1117/1.bios.2.1.012702
Jing Yan, Carlos Frederico Lima Goncalves, Pranto Soumik Saha, Cristina M Furdui, Caigang Zhu

Significance: Radioresistance remains a significant problem for head and neck squamous cell carcinoma (HNSCC) patients. To mitigate this, the cellular and molecular pathways used by radioresistant HNSCC that drive recurrence must be studied.

Aim: We aim to demonstrate optical imaging strategies to provide flow cytometry-like single-cell level analysis of hypoxia-inducible factor 1-alpha (HIF-1α)-mediated metabolic changes in the radioresistant and radiosensitive HNSCC cells but in a more efficient, cost-effective, and non-destructive manner. Through both optical imaging and flow cytometry studies, we will reveal the role of radiation-induced HIF-1α overexpression and the following metabolic changes in the radioresistance development for HNSCC.

Approach: We optimized the use of two metabolic probes: 2-[N-(7-nitrobenz-2-oxa-1, 3-diazol-4-yl) amino]-2-deoxy-D-glucose (2-NBDG) (to report glucose uptake) and Tetramethylrhodamine ethyl ester (TMRE) (to report mitochondrial membrane potential) with both a standard fluorescence microscope and a flow cytometry device, to report the changes in metabolism between radioresistant (rSCC-61) and radiosensitive (SCC-61) HNSCC cell lines under radiation stresses with or without HIF-1α inhibition.

Results: We found that the matched HNSCC cell lines had different baseline metabolic phenotypes, and their metabolism responded differently to radiation stress along with significantly enhanced HIF-1α expressions in the rSCC-61 cells. HIF-1α inhibition during the radiation treatment modulates the metabolic changes and radio-sensitizes the rSCC-61 cells. Through these studies, we demonstrated that a standard fluorescence microscope along with proper image processing methods can provide flow cytometry-like single-cell level analysis of HIF-1α-mediated metabolic changes in the radioresistant and radiosensitive HNSCC cells.

Conclusions: Our reported optical imaging strategies may enable one to study the role of metabolism reprogramming in cancer therapeutic resistance development at the single-cell level in a more efficient, cost-effective, and non-destructive manner. Our understanding of radiation resistance mechanisms using our imaging methods will offer opportunities to design targeted radiotherapy for improved treatment outcomes for HNSCC patients.

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引用次数: 0
Review of Cherenkov imaging technology advances in radiotherapy: single-photon-level imaging in high ambient light and radiation backgrounds 放射治疗中的切伦科夫成像技术进展回顾:高环境光和辐射背景下的单光子级成像
Pub Date : 2024-07-18 DOI: 10.1117/1.bios.1.2.020901
Aubrey Parks, Jeremy Hallett, Alexander P Niver, Rongxiao Zhang, P. Brůža, Brian W Pogue
. ABSTRACT. Significance: Single-photon-level imaging has been utilized for decades in closed dark environments; however, the utility for macroscopic imaging is more limited because it involves time-gating, filtering, and processing to view signals of interest. In radiation therapy delivery, a low-level signal called Cherenkov emission occurs from patients ’ bodies, which is imaged with single-photon level sensitivity, mapping radiation dose deposition in tissue. Several key technological advances have been leveraged to make this extremely low-light signal overcome high background and noise in clinical settings. Aim: Our review summarizes specific technological advances that have led to a single-photon imaging in high radiation noise and high optical background environments possible. Our work discusses applications and future opportunities. Approach: Physical fundamentals of Cherenkov light, ambient room light, optical filtering, time-gating, and image processing are reviewed with key technological camera choices. This is followed by discussion of image quality, noise, and post-processing, with current and future applications. Results: Invention and optimization of time-gating techniques and cameras with a single-photon capability were required to achieve real-time Cherenkov imaging. Requirements of video frame rate ( ≈ 10 to 30 fps), fast triggering ( ≈ μ s),
.摘要.意义:单光子级成像技术在封闭的黑暗环境中已经应用了数十年,但在宏观成像中的应用却比较有限,因为它涉及到时间分级、滤波和处理,以查看感兴趣的信号。在放射治疗过程中,患者体内会产生一种称为切伦科夫辐射的低水平信号,利用单光子级灵敏度对其进行成像,可绘制组织中的辐射剂量沉积图。为了使这种极低光信号克服临床环境中的高背景和高噪声,我们利用了几项关键技术进步。目的:我们的综述总结了在高辐射噪声和高光学背景环境下实现单光子成像的具体技术进展。我们的工作讨论了应用和未来的机遇。方法:回顾了切伦科夫光、室内环境光、光学滤波、时间门控和图像处理的物理基础,以及相机的关键技术选择。随后讨论图像质量、噪声和后期处理,以及当前和未来的应用。成果:要实现切伦科夫实时成像,需要发明和优化时间门控技术和具有单光子功能的相机。要求视频帧频(≈ 10 至 30 fps)、快速触发(≈ μ s)、
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引用次数: 0
In vivo spectroscopy to concurrently characterize five metabolic and vascular endpoints relevant to aggressive breast cancer 用体内光谱同时描述与侵袭性乳腺癌相关的五个代谢和血管终点
Pub Date : 2024-07-17 DOI: 10.1117/1.bios.1.2.025002
Victoria W. D’Agostino, Riley J. Deutsch, Michelle Kwan, Enakshi D Sunassee, Megan C. Madonna, Gregory M Palmer, B. Crouch, N. Ramanujam
Discovery We describe a novel method leveraging quantitative fluorescence spectroscopy to characterize oxidative phosphorylation, glucose uptake, fatty acid uptake, total hemoglobin, and oxygen saturation concurrently in healthy and tumor-bearing in vivo murine tissue. ABSTRACT. Significance: Emerging evidence that aggressive breast tumors rely on various substrates including lipids and glucose to proliferate and recur necessitates the development of tools to track multiple metabolic and vascular endpoints concurrently in vivo . Aim: Our quantitative spectroscopy technique provides time-matched measurements of the three major axes of breast cancer metabolism as well as tissue vascular properties in vivo . Approach: We leverage exogenous fluorophores to quantify oxidative phosphorylation, glucose uptake, and fatty acid oxidation, and endogenous contrast for measurements of hemoglobin and oxygen saturation. An inverse Monte Carlo algo-rithm corrects for aberrations resulting from tissue optical properties, allowing the unmixing of spectrally overlapping fluorophores. Results: Implementation of our inverse Monte Carlo resulted in a linear relationship of fluorophore intensity with concentration ( R 2 < 0 . 99 ) in tissue-mimicking phantom validation studies. We next sequenced fluorophore delivery to faithfully recapitulate independent measurement of each fluorophore. The ratio of Bodipy FL C16/2-NBDG administered to a single animal is not different from that in paired animals receiving individual fluorophores ( p ¼ n : s : ). Clustering of five variables was effective in distinguishing tumor from mammary tissue (sensitivity = 0.75, specificity = 0.83, and accuracy = 0.79). Conclusions: Our system can measure major axes of metabolism and associated vascular endpoints, allowing for future study of tumor metabolic flexibility.
发现 我们介绍了一种利用定量荧光光谱来同时描述健康和患有肿瘤的小鼠体内组织的氧化磷酸化、葡萄糖摄取、脂肪酸摄取、总血红蛋白和血氧饱和度的新方法。摘要意义:越来越多的证据表明,侵袭性乳腺肿瘤依赖于包括脂质和葡萄糖在内的各种底物来增殖和复发,因此有必要开发能在体内同时追踪多个代谢和血管终点的工具。目的:我们的定量光谱技术可对体内乳腺癌代谢的三个主要轴以及组织血管特性进行时间匹配测量。方法:我们利用外源荧光团量化氧化磷酸化、葡萄糖摄取和脂肪酸氧化,利用内源对比度测量血红蛋白和血氧饱和度。反蒙特卡罗算法可纠正组织光学特性导致的畸变,从而消除光谱重叠荧光团的混合。结果:在组织模拟模型验证研究中,我们的逆蒙特卡洛算法实现了荧光团强度与浓度的线性关系(R 2 < 0 .接下来,我们对荧光团的输送进行了排序,以忠实再现每种荧光团的独立测量结果。对单个动物施用的 Bodipy FL C16/2-NBDG 的比率与接受单个荧光团的配对动物的比率没有差异 ( p ¼ n : s : ) 。五个变量的聚类能有效区分肿瘤和乳腺组织(灵敏度 = 0.75,特异度 = 0.83,准确度 = 0.79)。结论我们的系统可以测量新陈代谢的主要轴和相关的血管终点,为今后研究肿瘤新陈代谢的灵活性提供了可能。
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引用次数: 0
Computer-assisted discrimination of cancerous and pre-cancerous from benign oral lesions based on multispectral autofluorescence imaging endoscopy 基于多光谱自动荧光成像内窥镜的计算机辅助癌症和癌前病变与良性口腔病变鉴别技术
Pub Date : 2024-07-03 DOI: 10.1117/1.bios.1.2.025001
Elvis de Jesus Duran Sierra, Shuna Cheng, Rodrigo Cuenca, Beena Ahmed, Jim Ji, Vladislav V. Yakovlev, Mathias Martinez, Moustafa Al-Khalil, Hussain Al-Enazi, Carlos Busso, Javier A. Jo
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引用次数: 0
Optical redox imaging to screen synthetic hydrogels for stem cell-derived cardiomyocyte differentiation and maturation. 利用光学氧化还原成像技术筛选合成水凝胶,促进干细胞衍生心肌细胞的分化和成熟。
Pub Date : 2024-05-01 Epub Date: 2024-05-20 DOI: 10.1117/1.bios.1.1.015002
Danielle E Desa, Margot J Amitrano, William L Murphy, Melissa C Skala

Significance: Heart disease is the leading cause of death in the United States, yet research is limited by the inability to culture primary cardiac cells. Cardiomyocytes (CMs) derived from human induced pluripotent stem cells (iPSCs) are a promising solution for drug screening and disease modeling.

Aim: Induced pluripotent stem cell-derived CM (iPSC-CM) differentiation and maturation studies typically use heterogeneous substrates for growth and destructive verification methods. Reproducible, tunable substrates and touch-free monitoring are needed to identify ideal conditions to produce homogenous, functional CMs.

Approach: We generated synthetic polyethylene glycol-based hydrogels for iPSC-CM differentiation and maturation. Peptide concentrations, combinations, and gel stiffness were tuned independently. Label-free optical redox imaging (ORI) was performed on a widefield microscope in a 96-well screen of gel formulations. We performed live-cell imaging throughout differentiation and early to late maturation to identify key metabolic shifts.

Results: Label-free ORI confirmed the expected metabolic shifts toward oxidative phosphorylation throughout the differentiation and maturation processes of iPSC-CMs on synthetic hydrogels. Furthermore, ORI distinguished high and low differentiation efficiency cell batches in the cardiac progenitor stage.

Conclusions: We established a workflow for medium throughput screening of synthetic hydrogel conditions with the ability to perform repeated live-cell measurements and confirm expected metabolic shifts. These methods have implications for reproducible iPSC-CM generation in biomanufacturing.

意义重大:心脏病是美国人的主要死因,但研究却因无法培养原代心脏细胞而受到限制。目的:诱导多能干细胞衍生的心肌细胞(iPSC-CM)分化和成熟研究通常使用异质基质生长和破坏性验证方法。需要可重复、可调整的基质和免接触监测,以确定产生同质功能性 CM 的理想条件:方法:我们为 iPSC-CM 的分化和成熟生成了合成的聚乙二醇基水凝胶。肽的浓度、组合和凝胶硬度都是独立调整的。在宽场显微镜上对96孔凝胶配方进行了无标记光学氧化还原成像(ORI)筛选。我们在整个分化和成熟早期到晚期进行了活细胞成像,以确定关键的代谢转变:结果:无标记 ORI 证实了 iPSC-CMs 在合成水凝胶上的整个分化和成熟过程中向氧化磷酸化的预期代谢转变。此外,ORI 还能在心脏祖细胞阶段区分高分化效率和低分化效率的细胞批次:我们建立了一个工作流程,可对合成水凝胶条件进行中等通量筛选,并能重复进行活细胞测量和确认预期的代谢转变。这些方法对生物制造中可重复的 iPSC-CM 生成具有重要意义。
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引用次数: 0
Quantifying in vivo collagen reorganization during immunotherapy in murine melanoma with second harmonic generation imaging. 利用二次谐波发生成像技术量化小鼠黑色素瘤免疫治疗过程中的体内胶原重组。
Pub Date : 2024-05-01 Epub Date: 2024-05-20 DOI: 10.1117/1.bios.1.1.015004
Alexa R Heaton, Nathaniel J Burkard, Paul M Sondel, Melissa C Skala

Significance: Increased collagen linearization and deposition during tumorigenesis can impede immune cell infiltration and lead to tumor metastasis. Although melanoma is well studied in immunotherapy research, studies that quantify collagen changes during melanoma progression and treatment are lacking.

Aim: We aim to image in vivo collagen in preclinical melanoma models during immunotherapy and quantify the collagen phenotype in treated and control mice.

Approach: Second-harmonic generation imaging of collagen was performed in mouse melanoma tumors in vivo over a treatment time course. Animals were treated with a curative radiation and immunotherapy combination. Collagen morphology was quantified over time at an image and single-fiber level using CurveAlign and CT-FIRE software.

Results: In immunotherapy-treated mice, collagen was reorganized toward a healthy phenotype, including shorter, wider, curlier collagen fibers, with modestly higher collagen density. Temporally, collagen fiber straightness and length changed late in treatment (days 9 and 12), while width and density changed early (day 6) compared with control mice. Single-fiber collagen features calculated in CT-FIRE were the most sensitive to the changes among treatment groups compared with bulk collagen features.

Conclusions: Quantitative second-harmonic generation imaging can provide insight into collagen dynamics in vivo during immunotherapy, with key implications in improving immunotherapy response in melanoma and other cancers.

意义重大:肿瘤发生过程中胶原蛋白线性化和沉积的增加会阻碍免疫细胞的浸润并导致肿瘤转移。虽然黑色素瘤在免疫疗法研究中得到了很好的研究,但缺乏对黑色素瘤进展和治疗过程中胶原蛋白变化进行量化的研究:方法:对小鼠黑色素瘤肿瘤在治疗过程中的胶原蛋白进行二次谐波成像。动物接受了治愈性放射和免疫疗法联合治疗。使用 CurveAlign 和 CT-FIRE 软件在图像和单纤维水平上对胶原形态进行量化:结果:在接受免疫治疗的小鼠中,胶原蛋白向健康表型重组,包括更短、更宽、更弯曲的胶原纤维,胶原蛋白密度略有增加。从时间上看,与对照组小鼠相比,胶原纤维的直线度和长度在治疗后期(第9天和第12天)发生了变化,而宽度和密度则在早期(第6天)发生了变化。与整体胶原蛋白特征相比,CT-FIRE 计算出的单纤维胶原蛋白特征对治疗组间的变化最为敏感:定量二次谐波发生成像可深入了解免疫治疗期间体内胶原蛋白的动态变化,对改善黑色素瘤和其他癌症的免疫治疗反应具有重要意义。
{"title":"Quantifying <i>in vivo</i> collagen reorganization during immunotherapy in murine melanoma with second harmonic generation imaging.","authors":"Alexa R Heaton, Nathaniel J Burkard, Paul M Sondel, Melissa C Skala","doi":"10.1117/1.bios.1.1.015004","DOIUrl":"10.1117/1.bios.1.1.015004","url":null,"abstract":"<p><strong>Significance: </strong>Increased collagen linearization and deposition during tumorigenesis can impede immune cell infiltration and lead to tumor metastasis. Although melanoma is well studied in immunotherapy research, studies that quantify collagen changes during melanoma progression and treatment are lacking.</p><p><strong>Aim: </strong>We aim to image <i>in vivo</i> collagen in preclinical melanoma models during immunotherapy and quantify the collagen phenotype in treated and control mice.</p><p><strong>Approach: </strong>Second-harmonic generation imaging of collagen was performed in mouse melanoma tumors <i>in vivo</i> over a treatment time course. Animals were treated with a curative radiation and immunotherapy combination. Collagen morphology was quantified over time at an image and single-fiber level using CurveAlign and CT-FIRE software.</p><p><strong>Results: </strong>In immunotherapy-treated mice, collagen was reorganized toward a healthy phenotype, including shorter, wider, curlier collagen fibers, with modestly higher collagen density. Temporally, collagen fiber straightness and length changed late in treatment (days 9 and 12), while width and density changed early (day 6) compared with control mice. Single-fiber collagen features calculated in CT-FIRE were the most sensitive to the changes among treatment groups compared with bulk collagen features.</p><p><strong>Conclusions: </strong>Quantitative second-harmonic generation imaging can provide insight into collagen dynamics <i>in vivo</i> during immunotherapy, with key implications in improving immunotherapy response in melanoma and other cancers.</p>","PeriodicalId":519981,"journal":{"name":"Biophotonics discovery","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11247620/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141622131","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Biophotonics discovery
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