Chinese Journal of Lasers, Volume. 51, Issue 3, 0307106(2024)

Screening and Reconstruction for Single-Molecular Localization Superresolution Images of Nuclear Pore Complexes

Mengdi Hou1, Fen Hu1、**, Jianyu Yang1, Hao Dong1, and Leiting Pan1,2,3,4、*
Author Affiliations
  • 1Key Laboratory of Weak-Light Nonlinear Photonics, Ministry of Education, School of Physics and TEDA Institute of Applied Physics, Nankai University, Tianjin 300071, China
  • 2Frontiers Science Center for Cell Responses, State Key Laboratory of Medicinal Chemical Biology, College of Life Sciences, Nankai University, Tianjin 300071, China
  • 3Shenzhen Research Institute of Nankai University, Shenzhen 518083, Guangdong , China
  • 4Collaborative Innovation Center of Extreme Optics, Shanxi University, Taiyuan 030006, Shanxi , China
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    Figures & Tables(7)
    Principles of DBSCAN and hierarchical clustering. (a) DBSCAN; (b) hierarchical clustering
    Flowchart of NPC SMLM data processing
    Screening of NPC. (a) Simulated distribution map of NPCs; (b) segmentation of NPCs and fine division of Nups; (c) keeping NPCs with 4 to 8 Nups; (d) filtering NPCs by shape factor of outline polygons; (e) finally selected NPCs that meet the screening criteria
    Reconstruction of NPC. (a)‒(c) A schematic diagram depicting a standard orientation rotation of an NPC composed of 7 Nups: (a) initial state; (b) clockwise rotation δ1 around the center of the NPC from initial state; (c) clockwise rotation δi around the center of the NPC from initial stage. (d) Alignment of all the screened NPC centers. (e) Eightfold symmetric structure after rotational alignment
    Reconstruction and analysis of Nup133 SMLM images. (a)(b) Typical SMLM image of Nup133 in U2OS cells and its zoomed view; (c) remained NPCs with 4‒8 Nup133s after preliminary screening; (d) finally selected NPCs in accordance with the screening criteria; (e) histogram of Nup133 number distribution; (f) spatial distribution of Nup133 positions aligned to NPC centers; (g) distribution of Nup133 radius, in which the red line represents the Gaussian-fitted distribution curve and its horizontal ordinate of the peak is the fitted Nup133 radius; (h) spatial distribution of Nup133 after rotational alignment
    Reconstruction and analysis of Nup98 SMLM images. (a)(b) Typical SMLM image of Nup98 in U2OS cells and its zoomed view; (c) remained NPCs with 4‒8 Nup98s after preliminary screening; (d) finally selected NPCs in accordance with the screening criteria; (e) histogram of Nup98 number distribution; (f) spatial distribution of Nup98 positions aligned to NPC centers; (g) distribution of Nup98 radius, in which the red line represents the Gaussian-fitted distribution curve and its horizontal ordinate of the peak is the fitted Nup98 radius; (h) the distribution of Nup98 after rotational alignment; (i) model diagram of NPC; (j) overlay of Nup133 and Nup98 distributions
    • Table 1. Ratios of selected Nup133 and Nup98 after twice screening

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      Table 1. Ratios of selected Nup133 and Nup98 after twice screening

      NuP

      A

      (total NPC number)

      B

      (the number of NPCs with 4 to 8 Nups)

      B/A

      C

      (final NPC number)

      C/BC/A
      Nup13310329307630%55818%5%
      Nup9810668536550%112620%10%
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    Mengdi Hou, Fen Hu, Jianyu Yang, Hao Dong, Leiting Pan. Screening and Reconstruction for Single-Molecular Localization Superresolution Images of Nuclear Pore Complexes[J]. Chinese Journal of Lasers, 2024, 51(3): 0307106

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    Paper Information

    Category: Biomedical Optical Imaging

    Received: Aug. 1, 2023

    Accepted: Sep. 4, 2023

    Published Online: Jan. 24, 2024

    The Author Email: Hu Fen (hufen@nankai.edu.cn), Pan Leiting (plt@nankai.edu.cn)

    DOI:10.3788/CJL231072

    CSTR:32183.14.CJL231072

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