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Bleaching/blinking assisted localization microscopy for superresolution imaging using standard fluorescent molecules
Superresolution imaging techniques based on the precise localization of single molecules, such as photoactivated localization microscopy (PALM) and stochastic optical reconstruction microscopy (STORM), achieve high resolution by fitting images of single fluorescent molecules with a theoretical Gauss...
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Published in: | Proceedings of the National Academy of Sciences - PNAS 2011-12, Vol.108 (52), p.21081-21086 |
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container_title | Proceedings of the National Academy of Sciences - PNAS |
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creator | Burnette, Dylan T Sengupta, Prabuddha Dai, Yuhai Lippincott-Schwartz, Jennifer Kachar, Bechara |
description | Superresolution imaging techniques based on the precise localization of single molecules, such as photoactivated localization microscopy (PALM) and stochastic optical reconstruction microscopy (STORM), achieve high resolution by fitting images of single fluorescent molecules with a theoretical Gaussian to localize them with a precision on the order of tens of nanometers. PALM/STORM rely on photoactivated proteins or photoswitching dyes, respectively, which makes them technically challenging. We present a simple and practical way of producing point localization-based superresolution images that does not require photoactivatable or photoswitching probes. Called bleaching/blinking assisted localization microscopy (BaLM), the technique relies on the intrinsic bleaching and blinking behaviors characteristic of all commonly used fluorescent probes. To detect single fluorophores, we simply acquire a stream of fluorescence images. Fluorophore bleach or blink-off events are detected by subtracting from each image of the series the subsequent image. Similarly, blink-on events are detected by subtracting from each frame the previous one. After image subtractions, fluorescence emission signals from single fluorophores are identified and the localizations are determined by fitting the fluorescence intensity distribution with a theoretical Gaussian. We also show that BaLM works with a spectrum of fluorescent molecules in the same sample. Thus, BaLM extends single molecule-based superresolution localization to samples labeled with multiple conventional fluorescent probes. |
doi_str_mv | 10.1073/pnas.1117430109 |
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PALM/STORM rely on photoactivated proteins or photoswitching dyes, respectively, which makes them technically challenging. We present a simple and practical way of producing point localization-based superresolution images that does not require photoactivatable or photoswitching probes. Called bleaching/blinking assisted localization microscopy (BaLM), the technique relies on the intrinsic bleaching and blinking behaviors characteristic of all commonly used fluorescent probes. To detect single fluorophores, we simply acquire a stream of fluorescence images. Fluorophore bleach or blink-off events are detected by subtracting from each image of the series the subsequent image. Similarly, blink-on events are detected by subtracting from each frame the previous one. After image subtractions, fluorescence emission signals from single fluorophores are identified and the localizations are determined by fitting the fluorescence intensity distribution with a theoretical Gaussian. We also show that BaLM works with a spectrum of fluorescent molecules in the same sample. Thus, BaLM extends single molecule-based superresolution localization to samples labeled with multiple conventional fluorescent probes.</description><identifier>ISSN: 0027-8424</identifier><identifier>EISSN: 1091-6490</identifier><identifier>DOI: 10.1073/pnas.1117430109</identifier><identifier>PMID: 22167805</identifier><language>eng</language><publisher>United States: National Academy of Sciences</publisher><subject>Animals ; Biological Sciences ; Bleaching ; bleaching agents ; Cercopithecus aethiops ; COS Cells ; dyes ; Fluorescence ; Fluorescent Dyes ; Green Fluorescent Proteins - metabolism ; image analysis ; Image Interpretation, Computer-Assisted - methods ; Image reconstruction ; Image resolution ; Imaging ; Microscopy ; Microscopy, Fluorescence - methods ; Microtubules ; Molecules ; Photobleaching ; Proteins ; Software ; Wave diffraction</subject><ispartof>Proceedings of the National Academy of Sciences - PNAS, 2011-12, Vol.108 (52), p.21081-21086</ispartof><rights>copyright © 1993—2008 National Academy of Sciences of the United States of America</rights><rights>Copyright National Academy of Sciences Dec 27, 2011</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c589t-9d66591ca23927001cecd234b4de4da4429ebcc49162889427b4df6624022c9c3</citedby><cites>FETCH-LOGICAL-c589t-9d66591ca23927001cecd234b4de4da4429ebcc49162889427b4df6624022c9c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Uhttp://www.pnas.org/content/108/52.cover.gif</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/23077190$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/23077190$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768,58213,58446</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22167805$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Burnette, Dylan T</creatorcontrib><creatorcontrib>Sengupta, Prabuddha</creatorcontrib><creatorcontrib>Dai, Yuhai</creatorcontrib><creatorcontrib>Lippincott-Schwartz, Jennifer</creatorcontrib><creatorcontrib>Kachar, Bechara</creatorcontrib><title>Bleaching/blinking assisted localization microscopy for superresolution imaging using standard fluorescent molecules</title><title>Proceedings of the National Academy of Sciences - PNAS</title><addtitle>Proc Natl Acad Sci U S A</addtitle><description>Superresolution imaging techniques based on the precise localization of single molecules, such as photoactivated localization microscopy (PALM) and stochastic optical reconstruction microscopy (STORM), achieve high resolution by fitting images of single fluorescent molecules with a theoretical Gaussian to localize them with a precision on the order of tens of nanometers. PALM/STORM rely on photoactivated proteins or photoswitching dyes, respectively, which makes them technically challenging. We present a simple and practical way of producing point localization-based superresolution images that does not require photoactivatable or photoswitching probes. Called bleaching/blinking assisted localization microscopy (BaLM), the technique relies on the intrinsic bleaching and blinking behaviors characteristic of all commonly used fluorescent probes. To detect single fluorophores, we simply acquire a stream of fluorescence images. Fluorophore bleach or blink-off events are detected by subtracting from each image of the series the subsequent image. Similarly, blink-on events are detected by subtracting from each frame the previous one. After image subtractions, fluorescence emission signals from single fluorophores are identified and the localizations are determined by fitting the fluorescence intensity distribution with a theoretical Gaussian. We also show that BaLM works with a spectrum of fluorescent molecules in the same sample. Thus, BaLM extends single molecule-based superresolution localization to samples labeled with multiple conventional fluorescent probes.</description><subject>Animals</subject><subject>Biological Sciences</subject><subject>Bleaching</subject><subject>bleaching agents</subject><subject>Cercopithecus aethiops</subject><subject>COS Cells</subject><subject>dyes</subject><subject>Fluorescence</subject><subject>Fluorescent Dyes</subject><subject>Green Fluorescent Proteins - metabolism</subject><subject>image analysis</subject><subject>Image Interpretation, Computer-Assisted - methods</subject><subject>Image reconstruction</subject><subject>Image resolution</subject><subject>Imaging</subject><subject>Microscopy</subject><subject>Microscopy, Fluorescence - methods</subject><subject>Microtubules</subject><subject>Molecules</subject><subject>Photobleaching</subject><subject>Proteins</subject><subject>Software</subject><subject>Wave diffraction</subject><issn>0027-8424</issn><issn>1091-6490</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><recordid>eNp9kruP1DAQxi0E4paFmgqIaKDJrT12_GiQ4MRLOokCrra8jrPnxYmDnSAdfz0Ou9wCBc2Mpe83n-ZhhB4TfE6woJtxMPmcECIYxQSrO2hVIqk5U_guWmEMopYM2Bl6kPMeY6waie-jMwDChcTNCk1vgjP22g-7zTb44Wt5VCZnnyfXViFaE_wPM_k4VL23KWYbx5uqi6nK8-hScjmG-Zfse7Nbiue8xDyZoTWprbowx0JZN0xVH4Ozc3D5IbrXmZDdo2Neo6t3b79cfKgvP73_ePH6sraNVFOtWs4bRawBqkBgTKyzLVC2Za1jrWEMlNtayxThIKViIIrScQ4MA1hl6Rq9OviO87Z37dJEMkGPqTSbbnQ0Xv-tDP5a7-J3TYHJBngxeHE0SPHb7PKke19mCcEMLs5ZK0IxBSEW8uV_SVCSK8qhhDV6_g-6j3MayiKKHyjFJRcF2hygZek5ue62a4L1cnq9nF6fTl8qnv457C3_-9YFqI7AUnmyk7oBDSWTgjw5IPs8xXSyoFgIonDRnx30zkRtdslnffUZMGHla8nSu6A_AXDVypQ</recordid><startdate>20111227</startdate><enddate>20111227</enddate><creator>Burnette, Dylan T</creator><creator>Sengupta, Prabuddha</creator><creator>Dai, Yuhai</creator><creator>Lippincott-Schwartz, Jennifer</creator><creator>Kachar, Bechara</creator><general>National Academy of Sciences</general><general>National Acad Sciences</general><scope>FBQ</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>7QG</scope><scope>7QL</scope><scope>7QP</scope><scope>7QR</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TK</scope><scope>7TM</scope><scope>7TO</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7S9</scope><scope>L.6</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20111227</creationdate><title>Bleaching/blinking assisted localization microscopy for superresolution imaging using standard fluorescent molecules</title><author>Burnette, Dylan T ; 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PALM/STORM rely on photoactivated proteins or photoswitching dyes, respectively, which makes them technically challenging. We present a simple and practical way of producing point localization-based superresolution images that does not require photoactivatable or photoswitching probes. Called bleaching/blinking assisted localization microscopy (BaLM), the technique relies on the intrinsic bleaching and blinking behaviors characteristic of all commonly used fluorescent probes. To detect single fluorophores, we simply acquire a stream of fluorescence images. Fluorophore bleach or blink-off events are detected by subtracting from each image of the series the subsequent image. Similarly, blink-on events are detected by subtracting from each frame the previous one. After image subtractions, fluorescence emission signals from single fluorophores are identified and the localizations are determined by fitting the fluorescence intensity distribution with a theoretical Gaussian. 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subjects | Animals Biological Sciences Bleaching bleaching agents Cercopithecus aethiops COS Cells dyes Fluorescence Fluorescent Dyes Green Fluorescent Proteins - metabolism image analysis Image Interpretation, Computer-Assisted - methods Image reconstruction Image resolution Imaging Microscopy Microscopy, Fluorescence - methods Microtubules Molecules Photobleaching Proteins Software Wave diffraction |
title | Bleaching/blinking assisted localization microscopy for superresolution imaging using standard fluorescent molecules |
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