Spatio-temporal segmentation of image sequences for non-invasive analysis of cardiovascular structure and function in Whitefish embryos
Alexander Machikhin
1, 2
,
A.V. Guryleva
1, 2
,
A G Selyukov
3
,
A B Burlakov
1, 2, 4
,
V.I. Bukova
1, 2, 5
,
Demid D Khokhlov
1, 2
,
E. V. EFREMOVA
6
,
E. E. Rudenko
7
1
15 Butlerova street, Moscow 117342, Russia
|
6
Sob fish hatchery, Sob embankment, Labytnangi (Kharp urban-type settlement), 629420, Russia
|
Publication type: Journal Article
Publication date: 2022-12-01
scimago Q2
wos Q1
SJR: 0.581
CiteScore: 5.3
Impact factor: 2.2
ISSN: 09684328, 18784291
PubMed ID:
36274447
Cell Biology
Structural Biology
General Physics and Astronomy
General Materials Science
Abstract
Label-free quantitative analysis of the cardiovascular structure and function in wild fish is highly important and still unsolved problem. We developed a robust algorithm for bright field microscopy data processing, which allows reliable detection and quantification of circulatory system across the whole animal. We verified this technique by in vivo experiments on broad whitefish (Coregonus nasus) embryos. Calculated morphofunctional features of heart and vessels are quite specific due to low temperature embryonic development of this fish, and correspond well to the reference data obtained by ex vivo techniques. This research highlights the feasibility of non-invasive cardiovascular imaging and measurements valuable for behavioral, environmental, toxicological, drug discovery and many other studies.
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Total citations:
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Citations from 2024:
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(85.71%)
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Machikhin A. et al. Spatio-temporal segmentation of image sequences for non-invasive analysis of cardiovascular structure and function in Whitefish embryos // Micron. 2022. Vol. 163. p. 103360.
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Machikhin A., Guryleva A., Selyukov A. G., Burlakov A. B., Bukova V., Khokhlov D. D., EFREMOVA E. V., Rudenko E. E. Spatio-temporal segmentation of image sequences for non-invasive analysis of cardiovascular structure and function in Whitefish embryos // Micron. 2022. Vol. 163. p. 103360.
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RIS
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TY - JOUR
DO - 10.1016/j.micron.2022.103360
UR - https://doi.org/10.1016/j.micron.2022.103360
TI - Spatio-temporal segmentation of image sequences for non-invasive analysis of cardiovascular structure and function in Whitefish embryos
T2 - Micron
AU - Machikhin, Alexander
AU - Guryleva, A.V.
AU - Selyukov, A G
AU - Burlakov, A B
AU - Bukova, V.I.
AU - Khokhlov, Demid D
AU - EFREMOVA, E. V.
AU - Rudenko, E. E.
PY - 2022
DA - 2022/12/01
PB - Elsevier
SP - 103360
VL - 163
PMID - 36274447
SN - 0968-4328
SN - 1878-4291
ER -
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BibTex (up to 50 authors)
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@article{2022_Machikhin,
author = {Alexander Machikhin and A.V. Guryleva and A G Selyukov and A B Burlakov and V.I. Bukova and Demid D Khokhlov and E. V. EFREMOVA and E. E. Rudenko},
title = {Spatio-temporal segmentation of image sequences for non-invasive analysis of cardiovascular structure and function in Whitefish embryos},
journal = {Micron},
year = {2022},
volume = {163},
publisher = {Elsevier},
month = {dec},
url = {https://doi.org/10.1016/j.micron.2022.103360},
pages = {103360},
doi = {10.1016/j.micron.2022.103360}
}