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Quantitative image based apoptotic index measurement using multispectral imaging flow cytometry: a comparison with standard photometric methods

机译:使用多光谱成像流式细胞术基于定量图像的细胞凋亡指数测量:与标准光度法的比较

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Morphological characterization by microscopy remains the gold standard for accurately identifying apoptotic cells using characteristics such as nuclear condensation, nuclear fragmentation, and membrane blebbing. However, quantitative measurement of apoptotic morphology using microscopy can be time consuming and can lack objectivity and reproducibility, making it difficult to identify subtle changes in large populations. Thus the apoptotic index of a sample is commonly measured by flow cytometry using a variety of fluorescence intensity based (photometric) assays which target hallmarks of apoptosis with secondary markers such as the TUNEL (Terminal Deoxynucleotide Transferase dUTP Nick End Labeling) assay for detection of DNA fragmentation, the Annexin V assay for surface phosphatidylserine (PS) exposure, and fluorogenic caspase substrates to detect caspase activation. Here a novel method is presented for accurate quantitation of apoptosis based on nuclear condensation, nuclear fragmentation, and membrane blebbing using automated image analysis on large numbers of images collected in flow by the ImageStream multispectral imaging cytometer. Additionally the measurement of nuclear fragmentation correlates with the secondary methods of detection of apoptosis over time, indicating that it is also an early marker for apoptosis. False-positive and false-negative events associated with each photometric flow cytometry based method are quantitated and can be automatically removed/included where appropriate. Acquisition of multi-spectral imagery on large numbers of cells couples the quantitative advantage of flow cytometry with the accuracy of morphology-based algorithms allowing more complete and robust analysis of apoptosis.
机译:显微镜下的形态学表征仍然是利用核浓缩,核碎裂和膜起泡等特征准确鉴定凋亡细胞的金标准。但是,使用显微镜对凋亡形态进行定量测量可能很耗时,而且缺乏客观性和可重复性,因此难以确定大量人群的细微变化。因此,通常使用多种基于荧光强度的(光度法)测定法通过流式细胞术来测量样品的凋亡指数,该测定法以次级标记物为靶定凋亡的标志物,例如用于检测DNA的TUNEL(末端脱氧核苷酸转移酶dUTP尼克末端标记法)测定法。片段化,膜联蛋白V检测的表面磷脂酰丝氨酸(PS)暴露以及荧光半胱天冬酶底物来检测半胱天冬酶的活化。在这里提出了一种新的方法,用于基于核凝聚,核碎裂和膜起泡的细胞凋亡的准确定量,该方法使用ImageStream多光谱成像细胞仪对流动的大量图像进行自动图像分析。另外,核碎裂的测量与随时间推移检测凋亡的第二种方法相关,表明它也是凋亡的早期标记。对与每种基于光度流式细胞术的方法相关的假阳性和假阴性事件进行定量,并在适当的情况下自动将其删除/包括在内。采集大量细胞上的多光谱图像将流式细胞仪的定量优势与基于形态学的算法的准确性相结合,从而可以更完整,更可靠地分析细胞凋亡。

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