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Super-resolution imaging and quantitative analysis of microtubule arrays in model neurons show that epothilone D increases the density but decreases the length and straightness of microtubules in axon-like processes
Microtubules are essential for the development of neurons and the regulation of their structural plasticity. Microtubules also provide the structural basis for the long-distance transport of cargo. Various factors influence the organization and dynamics of neuronal microtubules, and disturbance of m...
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Published in: | Brain research bulletin 2022-11, Vol.190, p.234-243 |
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description | Microtubules are essential for the development of neurons and the regulation of their structural plasticity. Microtubules also provide the structural basis for the long-distance transport of cargo. Various factors influence the organization and dynamics of neuronal microtubules, and disturbance of microtubule regulation is thought to play a central role in neurodegenerative diseases. However, imaging and quantitative assessment of the microtubule organization in the densely packed neuronal processes is challenging. The development of super-resolution techniques combined with the use of nanobodies offers new possibilities to visualize microtubules in neurites in high resolution. In combination with recently developed computational analysis tools, this allows automated quantification of neuronal microtubule organization with high precision. Here we have implemented three-dimensional DNA-PAINT (Point Accumulation in Nanoscale Topography), a single-molecule localization microscopy (SMLM) technique, which allows us to acquire 3D arrays of the microtubule lattice in axons of model neurons (neuronally differentiated PC12 cells) and dendrites of primary neurons. For the quantitative analysis of the microtubule organization, we used the open-source software package SMLM image filament extractor (SIFNE). We found that treatment with nanomolar concentrations of the microtubule-targeting drug epothilone D (EpoD) increased microtubule density in axon-like processes of model neurons and shifted the microtubule length distribution to shorter ones, with a mean microtubule length of 2.39 µm (without EpoD) and 1.98 µm (with EpoD). We also observed a significant decrease in microtubule straightness after EpoD treatment. The changes in microtubule density were consistent with live-cell imaging measurements of ensemble microtubule dynamics using a previously established Fluorescence Decay After Photoactivation (FDAP) assay. For comparison, we determined the organization of the microtubule array in dendrites of primary hippocampal neurons. We observed that dendritic microtubules have a very similar length distribution and straightness compared to microtubules in axon-like processes of a neuronal cell line. Our data show that super-resolution imaging of microtubules followed by algorithm-based image analysis represents a powerful tool to quantitatively assess changes in microtubule organization in neuronal processes, useful to determine the effect of microtubule-modulating condi |
doi_str_mv | 10.1016/j.brainresbull.2022.10.008 |
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[Display omitted]</description><identifier>ISSN: 0361-9230</identifier><identifier>EISSN: 1873-2747</identifier><identifier>DOI: 10.1016/j.brainresbull.2022.10.008</identifier><identifier>PMID: 36244582</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Animals ; Axons - metabolism ; Epothilone ; Microtubule targeting drugs ; Microtubules - metabolism ; Neuronal microtubules ; Neurons - metabolism ; PC12 Cells ; Point Accumulation in Nanoscale Topography (PAINT) ; Rats ; Single-molecule localization microscopy (SMLM) ; Tubulin dynamics</subject><ispartof>Brain research bulletin, 2022-11, Vol.190, p.234-243</ispartof><rights>2023 The Authors</rights><rights>Copyright © 2022 The Authors. Published by Elsevier Inc. All rights reserved.</rights><rights>2022 The Authors 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c487t-5b2fc77015bcf8185d02024b02c3ac2ea9c02752ac922b672483b5d5da0c556b3</citedby><cites>FETCH-LOGICAL-c487t-5b2fc77015bcf8185d02024b02c3ac2ea9c02752ac922b672483b5d5da0c556b3</cites><orcidid>0000-0003-0101-1257</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36244582$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Conze, Christian</creatorcontrib><creatorcontrib>Trushina, Nataliya I.</creatorcontrib><creatorcontrib>Holtmannspötter, Michael</creatorcontrib><creatorcontrib>Rierola, Marina</creatorcontrib><creatorcontrib>Attanasio, Simone</creatorcontrib><creatorcontrib>Bakota, Lidia</creatorcontrib><creatorcontrib>Piehler, Jacob</creatorcontrib><creatorcontrib>Brandt, Roland</creatorcontrib><title>Super-resolution imaging and quantitative analysis of microtubule arrays in model neurons show that epothilone D increases the density but decreases the length and straightness of microtubules in axon-like processes</title><title>Brain research bulletin</title><addtitle>Brain Res Bull</addtitle><description>Microtubules are essential for the development of neurons and the regulation of their structural plasticity. Microtubules also provide the structural basis for the long-distance transport of cargo. Various factors influence the organization and dynamics of neuronal microtubules, and disturbance of microtubule regulation is thought to play a central role in neurodegenerative diseases. However, imaging and quantitative assessment of the microtubule organization in the densely packed neuronal processes is challenging. The development of super-resolution techniques combined with the use of nanobodies offers new possibilities to visualize microtubules in neurites in high resolution. In combination with recently developed computational analysis tools, this allows automated quantification of neuronal microtubule organization with high precision. Here we have implemented three-dimensional DNA-PAINT (Point Accumulation in Nanoscale Topography), a single-molecule localization microscopy (SMLM) technique, which allows us to acquire 3D arrays of the microtubule lattice in axons of model neurons (neuronally differentiated PC12 cells) and dendrites of primary neurons. For the quantitative analysis of the microtubule organization, we used the open-source software package SMLM image filament extractor (SIFNE). We found that treatment with nanomolar concentrations of the microtubule-targeting drug epothilone D (EpoD) increased microtubule density in axon-like processes of model neurons and shifted the microtubule length distribution to shorter ones, with a mean microtubule length of 2.39 µm (without EpoD) and 1.98 µm (with EpoD). We also observed a significant decrease in microtubule straightness after EpoD treatment. The changes in microtubule density were consistent with live-cell imaging measurements of ensemble microtubule dynamics using a previously established Fluorescence Decay After Photoactivation (FDAP) assay. For comparison, we determined the organization of the microtubule array in dendrites of primary hippocampal neurons. We observed that dendritic microtubules have a very similar length distribution and straightness compared to microtubules in axon-like processes of a neuronal cell line. Our data show that super-resolution imaging of microtubules followed by algorithm-based image analysis represents a powerful tool to quantitatively assess changes in microtubule organization in neuronal processes, useful to determine the effect of microtubule-modulating conditions. We also provide evidence that the approach is robust and can be applied to neuronal cell lines or primary neurons, both after incorporation of labeled tubulin and by anti-tubulin antibody staining.
[Display omitted]</description><subject>Animals</subject><subject>Axons - metabolism</subject><subject>Epothilone</subject><subject>Microtubule targeting drugs</subject><subject>Microtubules - metabolism</subject><subject>Neuronal microtubules</subject><subject>Neurons - metabolism</subject><subject>PC12 Cells</subject><subject>Point Accumulation in Nanoscale Topography (PAINT)</subject><subject>Rats</subject><subject>Single-molecule localization microscopy (SMLM)</subject><subject>Tubulin dynamics</subject><issn>0361-9230</issn><issn>1873-2747</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNqNUsGO0zAQjRCILQu_gCxOXFIcJ05SDkholwWklTgAZ8txJomLa3c9TqFfyu_sdLusCidOtvzevDczfln2quDLghf1m_Wyi9r6CNjNzi0FF4KAJefto2xRtE2Zi6ZqHmcLXtZFvhIlP8ueIa4553Ur66fZWVmLqpKtWGS_v85biDlpBTcnGzyzGz1aPzLte3Yza59s0snugB6026NFFga2sSaGNJM_vceo98isZ5vQg2Me5hg8MpzCT5YmnRhsQ5qsCx7YJfFMBI2AhAHrwaNNe9bNie6niAM_pumuDUw07zglD_iv-52v_hV87uwPYNsYDJEAn2dPBu0QXtyf59n3qw_fLj7l118-fr54f52bqm1SLjsxmKbhhezM0Bat7Dmts-q4MKU2AvTKcNFIoc1KiK5uRNWWnexlr7mRsu7K8-zdUXc7dxvoDXjq1altpDXGvQraqr8Rbyc1hp1a1SV9QUUCr-8FYriZAZPaWDTgnPYQZlSiEZKIQnCivj1SaXrECMODTcHVIRlqrU6ToQ7JOGCUDCp-edroQ-mfKBDh8kgAWtfOQlRoLHgDvY1gkuqD_R-fW3zT2iI</recordid><startdate>202211</startdate><enddate>202211</enddate><creator>Conze, Christian</creator><creator>Trushina, Nataliya I.</creator><creator>Holtmannspötter, Michael</creator><creator>Rierola, Marina</creator><creator>Attanasio, Simone</creator><creator>Bakota, Lidia</creator><creator>Piehler, Jacob</creator><creator>Brandt, Roland</creator><general>Elsevier Inc</general><general>Elsevier Science</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-0101-1257</orcidid></search><sort><creationdate>202211</creationdate><title>Super-resolution imaging and quantitative analysis of microtubule arrays in model neurons show that epothilone D increases the density but decreases the length and straightness of microtubules in axon-like processes</title><author>Conze, Christian ; Trushina, Nataliya I. ; Holtmannspötter, Michael ; Rierola, Marina ; Attanasio, Simone ; Bakota, Lidia ; Piehler, Jacob ; Brandt, Roland</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c487t-5b2fc77015bcf8185d02024b02c3ac2ea9c02752ac922b672483b5d5da0c556b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Animals</topic><topic>Axons - metabolism</topic><topic>Epothilone</topic><topic>Microtubule targeting drugs</topic><topic>Microtubules - metabolism</topic><topic>Neuronal microtubules</topic><topic>Neurons - metabolism</topic><topic>PC12 Cells</topic><topic>Point Accumulation in Nanoscale Topography (PAINT)</topic><topic>Rats</topic><topic>Single-molecule localization microscopy (SMLM)</topic><topic>Tubulin dynamics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Conze, Christian</creatorcontrib><creatorcontrib>Trushina, Nataliya I.</creatorcontrib><creatorcontrib>Holtmannspötter, Michael</creatorcontrib><creatorcontrib>Rierola, Marina</creatorcontrib><creatorcontrib>Attanasio, Simone</creatorcontrib><creatorcontrib>Bakota, Lidia</creatorcontrib><creatorcontrib>Piehler, Jacob</creatorcontrib><creatorcontrib>Brandt, Roland</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Brain research bulletin</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Conze, Christian</au><au>Trushina, Nataliya I.</au><au>Holtmannspötter, Michael</au><au>Rierola, Marina</au><au>Attanasio, Simone</au><au>Bakota, Lidia</au><au>Piehler, Jacob</au><au>Brandt, Roland</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Super-resolution imaging and quantitative analysis of microtubule arrays in model neurons show that epothilone D increases the density but decreases the length and straightness of microtubules in axon-like processes</atitle><jtitle>Brain research bulletin</jtitle><addtitle>Brain Res Bull</addtitle><date>2022-11</date><risdate>2022</risdate><volume>190</volume><spage>234</spage><epage>243</epage><pages>234-243</pages><issn>0361-9230</issn><eissn>1873-2747</eissn><abstract>Microtubules are essential for the development of neurons and the regulation of their structural plasticity. Microtubules also provide the structural basis for the long-distance transport of cargo. Various factors influence the organization and dynamics of neuronal microtubules, and disturbance of microtubule regulation is thought to play a central role in neurodegenerative diseases. However, imaging and quantitative assessment of the microtubule organization in the densely packed neuronal processes is challenging. The development of super-resolution techniques combined with the use of nanobodies offers new possibilities to visualize microtubules in neurites in high resolution. In combination with recently developed computational analysis tools, this allows automated quantification of neuronal microtubule organization with high precision. Here we have implemented three-dimensional DNA-PAINT (Point Accumulation in Nanoscale Topography), a single-molecule localization microscopy (SMLM) technique, which allows us to acquire 3D arrays of the microtubule lattice in axons of model neurons (neuronally differentiated PC12 cells) and dendrites of primary neurons. For the quantitative analysis of the microtubule organization, we used the open-source software package SMLM image filament extractor (SIFNE). We found that treatment with nanomolar concentrations of the microtubule-targeting drug epothilone D (EpoD) increased microtubule density in axon-like processes of model neurons and shifted the microtubule length distribution to shorter ones, with a mean microtubule length of 2.39 µm (without EpoD) and 1.98 µm (with EpoD). We also observed a significant decrease in microtubule straightness after EpoD treatment. The changes in microtubule density were consistent with live-cell imaging measurements of ensemble microtubule dynamics using a previously established Fluorescence Decay After Photoactivation (FDAP) assay. For comparison, we determined the organization of the microtubule array in dendrites of primary hippocampal neurons. We observed that dendritic microtubules have a very similar length distribution and straightness compared to microtubules in axon-like processes of a neuronal cell line. Our data show that super-resolution imaging of microtubules followed by algorithm-based image analysis represents a powerful tool to quantitatively assess changes in microtubule organization in neuronal processes, useful to determine the effect of microtubule-modulating conditions. We also provide evidence that the approach is robust and can be applied to neuronal cell lines or primary neurons, both after incorporation of labeled tubulin and by anti-tubulin antibody staining.
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subjects | Animals Axons - metabolism Epothilone Microtubule targeting drugs Microtubules - metabolism Neuronal microtubules Neurons - metabolism PC12 Cells Point Accumulation in Nanoscale Topography (PAINT) Rats Single-molecule localization microscopy (SMLM) Tubulin dynamics |
title | Super-resolution imaging and quantitative analysis of microtubule arrays in model neurons show that epothilone D increases the density but decreases the length and straightness of microtubules in axon-like processes |
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