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高通量视频处理多个野生型胚胎斑马鱼在每个成像视场内的心率反应。

High-Throughput Video Processing of Heart Rate Responses in Multiple Wild-type Embryonic Zebrafish per Imaging Field.

机构信息

Curriculum in Toxicology and Environmental Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.

National Health and Environmental Effects Research Laboratory, US Environmental Protection Agency, Research Triangle Park, NC, USA.

出版信息

Sci Rep. 2019 Jan 15;9(1):145. doi: 10.1038/s41598-018-35949-5.

DOI:10.1038/s41598-018-35949-5
PMID:30644404
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6333808/
Abstract

Heart rate assays in wild-type zebrafish embryos have been limited to analysis of one embryo per video/imaging field. Here we present for the first time a platform for high-throughput derivation of heart rate from multiple zebrafish (Danio rerio) embryos per imaging field, which is capable of quickly processing thousands of videos and ideal for multi-well platforms with multiple fish/well. This approach relies on use of 2-day post fertilization wild-type embryos, and uses only bright-field imaging, circumventing requirement for anesthesia or restraint, costly software/hardware, or fluorescently-labeled animals. Our original scripts (1) locate the heart and record pixel intensity fluctuations generated by each cardiac cycle using a robust image processing routine, and (2) process intensity data to derive heart rate. To demonstrate assay utility, we exposed embryos to the drugs epinephrine and clonidine, which increased or decreased heart rate, respectively. Exposure to organic extracts of air pollution-derived particulate matter, including diesel or biodiesel exhausts, or wood smoke, all complex environmental mixtures, decreased heart rate to varying degrees. Comparison against an established lower-throughput method indicated robust assay fidelity. As all code and executable files are publicly available, this approach may expedite cardiotoxicity screening of compounds as diverse as small molecule drugs and complex chemical mixtures.

摘要

在野生型斑马鱼胚胎中,心率检测一直局限于每个视频/成像场分析一个胚胎。在这里,我们首次提出了一种在每个成像场中从多个斑马鱼(Danio rerio)胚胎中高通量获取心率的平台,该平台能够快速处理数千个视频,非常适合具有多个鱼/孔的多孔平台。该方法依赖于使用受精后 2 天的野生型胚胎,并且仅使用明场成像,避免了麻醉或约束、昂贵的软件/硬件或荧光标记动物的要求。我们的原始脚本 (1) 使用强大的图像处理例程定位心脏并记录每个心动周期产生的像素强度波动,以及 (2) 处理强度数据以得出心率。为了证明测定的实用性,我们将胚胎暴露于肾上腺素和可乐定等药物中,分别增加或降低心率。暴露于源自空气污染的颗粒物的有机提取物,包括柴油或生物柴油废气或木烟,这些都是复杂的环境混合物,心率不同程度地降低。与已建立的低通量方法相比,该方法具有可靠的测定保真度。由于所有代码和可执行文件都公开可用,因此这种方法可能会加速从小分子药物到复杂化学混合物等各种化合物的心脏毒性筛选。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6faf/6333808/93de918ba13d/41598_2018_35949_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6faf/6333808/574a5360551c/41598_2018_35949_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6faf/6333808/b10ccf10096f/41598_2018_35949_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6faf/6333808/e2dc2768e745/41598_2018_35949_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6faf/6333808/799ee422e494/41598_2018_35949_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6faf/6333808/ff83a3786eda/41598_2018_35949_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6faf/6333808/93de918ba13d/41598_2018_35949_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6faf/6333808/574a5360551c/41598_2018_35949_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6faf/6333808/b10ccf10096f/41598_2018_35949_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6faf/6333808/e2dc2768e745/41598_2018_35949_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6faf/6333808/799ee422e494/41598_2018_35949_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6faf/6333808/ff83a3786eda/41598_2018_35949_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6faf/6333808/93de918ba13d/41598_2018_35949_Fig6_HTML.jpg

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