A versatile image analysis platform for three-dimensional nuclear reconstruction

被引:2
|
作者
Williams, Jessica F. [1 ]
Mochrie, Simon G. J. [2 ]
King, Megan C. [1 ]
机构
[1] Yale Sch Med, Dept Cell Biol, 333 Cedar St, New Haven, CT 06520 USA
[2] Yale Univ, Dept Phys, Dept Appl Phys, 217 Prospect St, New Haven, CT 06511 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
Nucleus; Nuclear envelope; Nuclear morphology; Image analysis; 3D reconstruction; ENVELOPE; SHAPE; SIZE; MECHANOTRANSDUCTION; CANCER;
D O I
10.1016/j.ymeth.2018.10.009
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Nuclear morphology is indicative of cellular health in many contexts. In order to robustly and quantitatively measure nuclear size and shape, numerous experimental methods leveraging fluorescence microscopy have been developed. While these methods are useful for quantifying two-dimensional morphology, they often fail to accurately represent the three-dimensional structure of the nucleus, thus omitting important spatial and volumetric information. To address the need for a more accurate image analysis modality, we have developed a software platform that faithfully reconstructs membrane surfaces in three dimensions with sub-pixel resolution. Here, we showcase its broad applicability across species and nuclear scale, as well as provide information on how to employ this platform for diverse experimental systems.
引用
收藏
页码:15 / 27
页数:13
相关论文
共 50 条
  • [11] Three-Dimensional Shape Reconstruction from a Single Image by Deep Learning
    Sakai, Kentaro
    Yasumura, Yoshiaki
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (02) : 347 - 351
  • [12] Three-dimensional reconstruction of light microscopy image sections: present and future
    Wang, Yuzhen
    Xu, Rui
    Luo, Gaoxing
    Wu, Jun
    FRONTIERS OF MEDICINE, 2015, 9 (01) : 30 - 45
  • [13] Three-Dimensional Microscopic Image Reconstruction Based on Structured Light Illumination
    Shi, Taichu
    Qi, Yang
    Zhu, Cheng
    Tang, Ying
    Wu, Ben
    SENSORS, 2021, 21 (18)
  • [14] Three-dimensional mechanical parts reconstruction technology based on two-dimensional image
    Huo, Jiaofei
    Yu, Xiaomo
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2020, 17 (02):
  • [15] Three-dimensional reconstruction of an object using three-planar homography of a single image
    Yun, Yong-In
    Kim, Sang-Hoon
    Lee, Seok-Han
    Kim, Dae-Hyun
    Choi, Jong-Soo
    OPTICAL ENGINEERING, 2006, 45 (10)
  • [16] Three-dimensional Bayesian image analysis and confocal microscopy
    Al-Awadhi, Fahimah
    Hurn, Merrilee
    Jennison, Christopher
    JOURNAL OF APPLIED STATISTICS, 2011, 38 (01) : 29 - 46
  • [17] Three-dimensional reconstruction using multiresolution photoclinometry by deformation
    Capanna, Claire
    Gesquiere, Gilles
    Jorda, Laurent
    Lamy, Philippe
    Vibert, Didier
    VISUAL COMPUTER, 2013, 29 (6-8): : 825 - 835
  • [18] Three-dimensional reconstruction of histological serial sections on the computer
    Weninger, WJ
    Streicher, J
    Muller, GB
    WIENER KLINISCHE WOCHENSCHRIFT, 1996, 108 (16) : 515 - 520
  • [19] Three-dimensional nonrigid reconstruction based on probability model
    Wang, Yaming
    Shen, Deming
    Huang, Wenqing
    Han, Yonghua
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2020, 17 (01)
  • [20] Quantitative analysis of shapes and specific surface area of blasted fragments using image analysis and three-dimensional laser scanning
    Li, Ruize
    Lu, Wenbo
    Chen, Ming
    Wang, Gaohui
    Xia, Wenjun
    Yan, Peng
    INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES, 2021, 141