VISION - an open-source software for automated multi-dimensional image analysis of cellular biophysics

被引:3
|
作者
Weber, Florian [1 ,2 ]
Iskrak, Sofiia [1 ]
Ragaller, Franziska [1 ]
Schlegel, Jan [1 ]
Plochberger, Birgit [2 ,3 ]
Sezgin, Erdinc [1 ]
Andronico, Luca A. [1 ]
机构
[1] Karolinska Inst, Dept Womens & Childrens Hlth, Sci Life Lab, S-17165 Solna, Sweden
[2] Univ Appl Sci Upper Austria, Dept Med Engn, A-4020 Linz, Austria
[3] LBG Ludwig Boltzmann Inst Traumatol, Nanoscopy, A-1200 Vienna, Austria
基金
英国惠康基金; 奥地利科学基金会; 瑞典研究理事会;
关键词
Multi-dimension microscopy; Spectral Imaging; Image analysis; Biophysical properties; Open source; !text type='Python']Python[!/text; LIPID ORDER; SEGREGATION; LAURDAN;
D O I
10.1242/jcs.262166
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Environment-sensitive probes are frequently used in spectral and multi-channel microscopy to study alterations in cell homeostasis. However, the few open-source packages available for processing of spectral images are limited in scope. Here, we present VISION, a stand-alone software based on Python for spectral analysis with improved applicability. In addition to classical intensity-based analysis, our software can batch-process multidimensional images with an advanced single-cell segmentation capability and apply userdefined mathematical operations on spectra to calculate biophysical and metabolic parameters of single cells. VISION allows for 3D and temporal mapping of properties such as membrane fluidity and mitochondrial potential. We demonstrate the broad applicability of VISION by applying it to study the effect of various drugs on cellular biophysical properties. the correlation between membrane fluidity and mitochondrial potential, protein distribution in cell-cell contacts and properties of nanodomains in cell-derived vesicles. Together with the code, we provide a graphical user interface for easy adoption.
引用
收藏
页数:12
相关论文
共 50 条
  • [41] Open-source graphical user interface for the creation of synthetic skeletons for medical image analysis
    Herz, Christian
    Vergnet, Nicolas
    Tian, Sijie
    Aly, Abdullah H.
    Jolley, Matthew A.
    Tran, Nathanael
    Arenas, Gabriel
    Lasso, Andras
    Schwartz, Nadav
    O'Neill, Kathleen E.
    Yushkevich, Paul A.
    Pouch, Alison M.
    JOURNAL OF MEDICAL IMAGING, 2024, 11 (03)
  • [42] A New Workflow of X-ray CT Image Processing and Data Analysis of Structural Features in Rock Using Open-Source Software
    Neel Gupta
    Brijes Mishra
    Dustin M. Crandall
    Mining, Metallurgy & Exploration, 2022, 39 : 2011 - 2024
  • [43] A New Workflow of X-ray CT Image Processing and Data Analysis of Structural Features in Rock Using Open-Source Software
    Gupta, Neel
    Mishra, Brijes
    Crandall, Dustin M.
    MINING METALLURGY & EXPLORATION, 2022, 39 (05) : 2011 - 2024
  • [44] The TXM Platform: Building Open-Source Textual Analysis Software Compatible with the TEI Encoding Scheme
    Heiden, Serge
    PROCEEDINGS OF THE 24TH PACIFIC ASIA CONFERENCE ON LANGUAGE, INFORMATION AND COMPUTATION, 2010, : 389 - 398
  • [45] Automated quantitative microstructural analysis using the open-source server-client platform OMERO
    Friedmann, V.
    Bellmer, M.
    Antons, R.
    Hafok, H.
    PRAKTISCHE METALLOGRAPHIE-PRACTICAL METALLOGRAPHY, 2023, 60 (12): : 820 - 837
  • [46] Real-time analysis of mechanical and electrical resonances with open-source sound card software
    Makan, G.
    Kopasz, K.
    Gingl, Z.
    EUROPEAN JOURNAL OF PHYSICS, 2014, 35 (01)
  • [47] Integrated multi-modality image-guided navigation for neurosurgery: open-source software platform using state-of-the-art clinical hardware
    Jonathan Shapey
    Thomas Dowrick
    Rémi Delaunay
    Eleanor C. Mackle
    Stephen Thompson
    Mirek Janatka
    Roland Guichard
    Anastasis Georgoulas
    David Pérez-Suárez
    Robert Bradford
    Shakeel R. Saeed
    Sébastien Ourselin
    Matthew J. Clarkson
    Tom Vercauteren
    International Journal of Computer Assisted Radiology and Surgery, 2021, 16 : 1347 - 1356
  • [48] Integrated multi-modality image-guided navigation for neurosurgery: open-source software platform using state-of-the-art clinical hardware
    Shapey, Jonathan
    Dowrick, Thomas
    Delaunay, Remi
    Mackle, Eleanor C.
    Thompson, Stephen
    Janatka, Mirek
    Guichard, Roland
    Georgoulas, Anastasis
    Perez-Suarez, David
    Bradford, Robert
    Saeed, Shakeel R.
    Ourselin, Sebastien
    Clarkson, Matthew J.
    Vercauteren, Tom
    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2021, 16 (08) : 1347 - 1356
  • [49] Integrated software for multi-dimensional analysis of motion using tracking, electrophysiology, and sensor signals
    Annavini, Eis
    Boulland, Jean-Luc
    FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2023, 11
  • [50] Novel high-content and open-source image analysis tools for profiling mitochondrial morphology in neurological cell models
    Chin, Marcus Y.
    Joy, David A.
    Samaddar, Madhuja
    Rana, Anil
    Chow, Johann
    Miyamoto, Takashi
    Calvert, Meredith
    SLAS DISCOVERY, 2025, 31