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Nanoscale membrane budding induced by CTxB on quasi-one component lipid bilayers detected by polarized localization microscopy

Biological Physics · Submitted 26 Mar 2017

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim These results suggest inherent CTxB-induced membrane bending as a mechanism for initiating CTxB internalization in cells that is initially independent of clathrin, caveolin, actin, and lipid phase separation.

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arXiv ID1703.08865 (version 2)
Pith IDF2EULC75, Pith's permanent record of this paper and its review
CitationAbir Maarouf Kabbani, Christopher V. Kelly. "Nanoscale membrane budding induced by CTxB on quasi-one component lipid bilayers detected by polarized localization microscopy." arXiv:1703.08865 (2017). https://pith.science/paper/F2EULC75
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The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 7,809 input tokens.

What the abstract itself states, as probabilities: claims first 0.11 · states limitation 0.25 · human participants 0.02 · controlled comparison 0.53 · randomized assignment 0.01 · states quantitative result 0.98 · compares with prior results 0.83 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v2. Results and the main claim are underlined; .

For endocytosis and exocytosis, membranes transition between planar, budding, and vesicular topographies through nanoscale reorganization of lipids, proteins, and carbohydrates. However, prior attempts to understand the initial stages of nanoscale bending have been limited by experimental resolution. Through the implementation of polarized localization microscopy (PLM), this manuscript reports the inherent membrane bending capability of cholera toxin subunit B (CTxB) in quasi-one component supported lipid bilayers. Membrane buds were first detected with <50 nm radius, grew to >200 nm radius, and extended into longer tubules with dependence on the membrane tension and CTxB concentration. Compared to the concentration of the planar supported lipid bilayers, CTxB was >10x more concentrated on the positive curvature top and >25x more concentrated on the negative Gaussian curvature neck of the nanoscale membrane buds. This finding elucidates prior observations by correlating CTxB clustering and diffusion to CTxB-induced membrane bending. CTxB is frequently used as a marker for liquid-ordered lipid phases; however, the coupling between CTxB and membrane bending provides an alternate understanding of CTxB-induced membrane reorganization. Single-particle tracking was performed on both lipids and CTxB to reveal the correlation between single-molecule diffusion, CTxB accumulation, and membrane topography. Slowed lipid and CTxB diffusion was observed at the nanoscale buds locations, suggesting a local increase in membrane viscosity or molecular crowding upon membrane bending. These results suggest inherent CTxB-induced membrane bending as a mechanism for initiating CTxB internalization in cells that is initially independent of clathrin, caveolin, actin, and lipid phase separation.

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What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 For endocytosis and exocytosis, membranes transition between planar, budding, and vesicular topographies through nanoscale reorganization of lipids, proteins, and carbohydrates. background 1.00 0.04 0.03 asserted 1.00
s1 However, prior attempts to understand the initial stages of nanoscale bending have been limited by experimental resolution. gap 0.99 0.04 0.02 asserted 1.00
s2 Through the implementation of polarized localization microscopy (PLM), this manuscript reports the inherent membrane bending capability of cholera toxin subunit B (CTxB) in quasi-one component supported lipid bilayers. contribution 0.99 0.95 0.30 asserted 1.00
s3 Membrane buds were first detected with <50 nm radius, grew to >200 nm radius, and extended into longer tubules with dependence on the membrane tension and CTxB concentration. result 1.00 0.95 0.14 asserted 1.00
s4 Compared to the concentration of the planar supported lipid bilayers, CTxB was >10x more concentrated on the positive curvature top and >25x more concentrated on the negative Gaussian curvature neck of the nanoscale membrane buds. result 1.00 0.93 0.12 asserted 1.00
s5 This finding elucidates prior observations by correlating CTxB clustering and diffusion to CTxB-induced membrane bending. interpretation 1.00 0.61 0.13 asserted 0.98
s6 CTxB is frequently used as a marker for liquid-ordered lipid phases; however, the coupling between CTxB and membrane bending provides an alternate understanding of CTxB-induced membrane reorganization. interpretation 0.83 0.22 0.09 asserted 0.72
s7 Single-particle tracking was performed on both lipids and CTxB to reveal the correlation between single-molecule diffusion, CTxB accumulation, and membrane topography. method 0.96 0.95 0.04 asserted 0.99
s8 Slowed lipid and CTxB diffusion was observed at the nanoscale buds locations, suggesting a local increase in membrane viscosity or molecular crowding upon membrane bending. result 0.65 0.95 0.05 hedged possibility 0.99
s9 These results suggest inherent CTxB-induced membrane bending as a mechanism for initiating CTxB internalization in cells that is initially independent of clathrin, caveolin, actin, and lipid phase separation. interpretation 1.00 0.70 0.78 hedged possibility 1.00

What kind of paper the classifier reports this is: empirical study 1.00 · evidence from observation or experiment 1.00.

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Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

For endocytosis and exocytosis, membranes transition between planar, budding, and vesicular topographies through nanoscale reorganization of lipids, proteins, and carbohydrates. However, prior attempts to understand the initial stages of nanoscale bending have been limited by experimental resolution. Through the implementation of polarized localization microscopy (PLM), this manuscript reports the inherent membrane bending capability of cholera toxin subunit B (CTxB) in quasi-one component supported lipid bilayers. Membrane buds were first detected with <50 nm radius, grew to >200 nm radius, and extended into longer tubules with dependence on the membrane tension and CTxB concentration. Compared to the concentration of the planar supported lipid bilayers, CTxB was >10x more concentrated on the positive curvature top and >25x more concentrated on the negative Gaussian curvature neck of the nanoscale membrane buds. This finding elucidates prior observations by correlating CTxB clustering and diffusion to CTxB-induced membrane bending. CTxB is frequently used as a marker for liquid-ordered lipid phases; however, the coupling between CTxB and membrane bending provides an alternate understanding of CTxB-induced membrane reorganization. Single-particle tracking was performed on both lipids and CTxB to reveal the correlation between single-molecule diffusion, CTxB accumulation, and membrane topography. Slowed lipid and CTxB diffusion was observed at the nanoscale buds locations, suggesting a local increase in membrane viscosity or molecular crowding upon membrane bending. These results suggest inherent CTxB-induced membrane bending as a mechanism for initiating CTxB internalization in cells that is initially independent of clathrin, caveolin, actin, and lipid phase separation.

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