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Dive into the research topics where John J. Macklin is active.

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Featured researches published by John J. Macklin.


The Journal of Neuroscience | 2012

Optimization of a GCaMP Calcium Indicator for Neural Activity Imaging

Jasper Akerboom; Tsai-Wen Chen; Trevor J. Wardill; Lin Tian; Jonathan S. Marvin; Sevinç Mutlu; Nicole Carreras Calderón; Federico Esposti; Bart G. Borghuis; Xiaonan Richard Sun; Andrew Gordus; Michael B. Orger; Ruben Portugues; Florian Engert; John J. Macklin; Alessandro Filosa; Aman Aggarwal; Rex A. Kerr; Ryousuke Takagi; Sebastian Kracun; Eiji Shigetomi; Baljit S. Khakh; Herwig Baier; Leon Lagnado; Samuel S.-H. Wang; Cornelia I. Bargmann; Bruce E. Kimmel; Vivek Jayaraman; Karel Svoboda; Douglas S. Kim

Genetically encoded calcium indicators (GECIs) are powerful tools for systems neuroscience. Recent efforts in protein engineering have significantly increased the performance of GECIs. The state-of-the art single-wavelength GECI, GCaMP3, has been deployed in a number of model organisms and can reliably detect three or more action potentials in short bursts in several systems in vivo. Through protein structure determination, targeted mutagenesis, high-throughput screening, and a battery of in vitro assays, we have increased the dynamic range of GCaMP3 by severalfold, creating a family of “GCaMP5” sensors. We tested GCaMP5s in several systems: cultured neurons and astrocytes, mouse retina, and in vivo in Caenorhabditis chemosensory neurons, Drosophila larval neuromuscular junction and adult antennal lobe, zebrafish retina and tectum, and mouse visual cortex. Signal-to-noise ratio was improved by at least 2- to 3-fold. In the visual cortex, two GCaMP5 variants detected twice as many visual stimulus-responsive cells as GCaMP3. By combining in vivo imaging with electrophysiology we show that GCaMP5 fluorescence provides a more reliable measure of neuronal activity than its predecessor GCaMP3. GCaMP5 allows more sensitive detection of neural activity in vivo and may find widespread applications for cellular imaging in general.


Frontiers in Molecular Neuroscience | 2013

Genetically encoded calcium indicators for multi-color neural activity imaging and combination with optogenetics

Jasper Akerboom; Nicole Carreras Calderón; Lin Tian; Sebastian Wabnig; Matthias Prigge; Johan Tolö; Andrew Gordus; Michael B. Orger; Kristen E. Severi; John J. Macklin; Ronak Patel; Stefan R. Pulver; Trevor J. Wardill; Elisabeth Fischer; Christina Schüler; Tsai-Wen Chen; Karen S. Sarkisyan; Jonathan S. Marvin; Cornelia I. Bargmann; Douglas S. Kim; Sebastian Kügler; Leon Lagnado; Peter Hegemann; Alexander Gottschalk; Eric R. Schreiter; Loren L. Looger

Genetically encoded calcium indicators (GECIs) are powerful tools for systems neuroscience. Here we describe red, single-wavelength GECIs, “RCaMPs,” engineered from circular permutation of the thermostable red fluorescent protein mRuby. High-resolution crystal structures of mRuby, the red sensor RCaMP, and the recently published red GECI R-GECO1 give insight into the chromophore environments of the Ca2+-bound state of the sensors and the engineered protein domain interfaces of the different indicators. We characterized the biophysical properties and performance of RCaMP sensors in vitro and in vivo in Caenorhabditis elegans, Drosophila larvae, and larval zebrafish. Further, we demonstrate 2-color calcium imaging both within the same cell (registering mitochondrial and somatic [Ca2+]) and between two populations of cells: neurons and astrocytes. Finally, we perform integrated optogenetics experiments, wherein neural activation via channelrhodopsin-2 (ChR2) or a red-shifted variant, and activity imaging via RCaMP or GCaMP, are conducted simultaneously, with the ChR2/RCaMP pair providing independently addressable spectral channels. Using this paradigm, we measure calcium responses of naturalistic and ChR2-evoked muscle contractions in vivo in crawling C. elegans. We systematically compare the RCaMP sensors to R-GECO1, in terms of action potential-evoked fluorescence increases in neurons, photobleaching, and photoswitching. R-GECO1 displays higher Ca2+ affinity and larger dynamic range than RCaMP, but exhibits significant photoactivation with blue and green light, suggesting that integrated channelrhodopsin-based optogenetics using R-GECO1 may be subject to artifact. Finally, we create and test blue, cyan, and yellow variants engineered from GCaMP by rational design. This engineered set of chromatic variants facilitates new experiments in functional imaging and optogenetics.


Nature Methods | 2015

A general method to improve fluorophores for live-cell and single-molecule microscopy

Jonathan B. Grimm; Brian P. English; Jiji Chen; Joel Slaughter; Zhengjian Zhang; Andrey Revyakin; Ronak Patel; John J. Macklin; Davide Normanno; Robert H. Singer; Timothée Lionnet; Luke D. Lavis

Specific labeling of biomolecules with bright fluorophores is the keystone of fluorescence microscopy. Genetically encoded self-labeling tag proteins can be coupled to synthetic dyes inside living cells, resulting in brighter reporters than fluorescent proteins. Intracellular labeling using these techniques requires cell-permeable fluorescent ligands, however, limiting utility to a small number of classic fluorophores. Here we describe a simple structural modification that improves the brightness and photostability of dyes while preserving spectral properties and cell permeability. Inspired by molecular modeling, we replaced the N,N-dimethylamino substituents in tetramethylrhodamine with four-membered azetidine rings. This addition of two carbon atoms doubles the quantum efficiency and improves the photon yield of the dye in applications ranging from in vitro single-molecule measurements to super-resolution imaging. The novel substitution is generalizable, yielding a palette of chemical dyes with improved quantum efficiencies that spans the UV and visible range.


eLife | 2016

Sensitive red protein calcium indicators for imaging neural activity

Hod Dana; Boaz Mohar; Yi Sun; Sujatha Narayan; Andrew Gordus; Jeremy P Hasseman; Getahun Tsegaye; Graham T. Holt; Amy Hu; Deepika Walpita; Ronak Patel; John J. Macklin; Cornelia I. Bargmann; Misha B. Ahrens; Eric R. Schreiter; Vivek Jayaraman; Loren L. Looger; Karel Svoboda; Douglas S. Kim

Genetically encoded calcium indicators (GECIs) allow measurement of activity in large populations of neurons and in small neuronal compartments, over times of milliseconds to months. Although GFP-based GECIs are widely used for in vivo neurophysiology, GECIs with red-shifted excitation and emission spectra have advantages for in vivo imaging because of reduced scattering and absorption in tissue, and a consequent reduction in phototoxicity. However, current red GECIs are inferior to the state-of-the-art GFP-based GCaMP6 indicators for detecting and quantifying neural activity. Here we present improved red GECIs based on mRuby (jRCaMP1a, b) and mApple (jRGECO1a), with sensitivity comparable to GCaMP6. We characterized the performance of the new red GECIs in cultured neurons and in mouse, Drosophila, zebrafish and C. elegans in vivo. Red GECIs facilitate deep-tissue imaging, dual-color imaging together with GFP-based reporters, and the use of optogenetics in combination with calcium imaging. DOI: http://dx.doi.org/10.7554/eLife.12727.001


Nature Neuroscience | 2015

Conjunctive input processing drives feature selectivity in hippocampal CA1 neurons

Katie C. Bittner; Christine Grienberger; Sachin P Vaidya; Aaron D. Milstein; John J. Macklin; Junghyup Suh; Susumu Tonegawa; Jeffrey C. Magee

Feature-selective firing allows networks to produce representations of the external and internal environments. Despite its importance, the mechanisms generating neuronal feature selectivity are incompletely understood. In many cortical microcircuits the integration of two functionally distinct inputs occurs nonlinearly through generation of active dendritic signals that drive burst firing and robust plasticity. To examine the role of this processing in feature selectivity, we recorded CA1 pyramidal neuron membrane potential and local field potential in mice running on a linear treadmill. We found that dendritic plateau potentials were produced by an interaction between properly timed input from entorhinal cortex and hippocampal CA3. These conjunctive signals positively modulated the firing of previously established place fields and rapidly induced new place field formation to produce feature selectivity in CA1 that is a function of both entorhinal cortex and CA3 input. Such selectivity could allow mixed network level representations that support context-dependent spatial maps.


Nature Methods | 2015

Fixation-resistant photoactivatable fluorescent proteins for CLEM

Maria G Paez-Segala; Mei G. Sun; Gleb Shtengel; Sarada Viswanathan; Michelle A. Baird; John J. Macklin; Ronak Patel; John R. Allen; Elizabeth S. Howe; Grzegorz Piszczek; Harald F. Hess; Michael W. Davidson; Yalin Wang; Loren L. Looger

Fluorescent proteins facilitate a variety of imaging paradigms in live and fixed samples. However, they lose their fluorescence after heavy fixation, hindering applications such as correlative light and electron microscopy (CLEM). Here we report engineered variants of the photoconvertible Eos fluorescent protein that fluoresce and photoconvert normally in heavily fixed (0.5–1% OsO4), plastic resin–embedded samples, enabling correlative super-resolution fluorescence imaging and high-quality electron microscopy.Fluorescent proteins facilitate a variety of imaging paradigms in live and fixed samples. However, they cease to function following heavy fixation, hindering advanced applications such as correlative light and electron microscopy. Here we report engineered variants of the photoconvertible Eos fluorescent protein that function normally in heavily fixed (0.5–1% OsO4), plastic resin-embedded samples, enabling correlative super-resolution fluorescence imaging and high-quality electron microscopy.


Biophysical Journal | 2012

Excitation Spectra and Brightness Optimization of Two-Photon Excited Probes

Jörg Mütze; Vijay Iyer; John J. Macklin; Jennifer Colonell; Bill Karsh; Zdeněk Petrášek; Petra Schwille; Loren L. Looger; Luke D. Lavis; Tim Harris

Two-photon probe excitation data are commonly presented as absorption cross section or molecular brightness (the detected fluorescence rate per molecule). We report two-photon molecular brightness spectra for a diverse set of organic and genetically encoded probes with an automated spectroscopic system based on fluorescence correlation spectroscopy. The two-photon action cross section can be extracted from molecular brightness measurements at low excitation intensities, while peak molecular brightness (the maximum molecular brightness with increasing excitation intensity) is measured at higher intensities at which probe photophysical effects become significant. The spectral shape of these two parameters was similar across all dye families tested. Peak molecular brightness spectra, which can be obtained rapidly and with reduced experimental complexity, can thus serve as a first-order approximation to cross-section spectra in determining optimal wavelengths for two-photon excitation, while providing additional information pertaining to probe photostability. The data shown should assist in probe choice and experimental design for multiphoton microscopy studies. Further, we show that, by the addition of a passive pulse splitter, nonlinear bleaching can be reduced--resulting in an enhancement of the fluorescence signal in fluorescence correlation spectroscopy by a factor of two. This increase in fluorescence signal, together with the observed resemblance of action cross section and peak brightness spectra, suggests higher-order photobleaching pathways for two-photon excitation.


Nature Biotechnology | 2016

A bright cyan-excitable orange fluorescent protein facilitates dual-emission microscopy and enhances bioluminescence imaging in vivo

Jun Chu; Younghee Oh; Alex Sens; Niloufar Ataie; Hod Dana; John J. Macklin; Tal Laviv; Erik S. Welf; Kevin M. Dean; Feijie Zhang; Benjamin B Kim; Clement Tran Tang; Michelle Hu; Michelle A. Baird; Michael W. Davidson; Mark A. Kay; Reto Fiolka; Ryohei Yasuda; Douglas S. Kim; Ho-Leung Ng; Michael Z. Lin

Orange-red fluorescent proteins (FPs) are widely used in biomedical research for multiplexed epifluorescence microscopy with GFP-based probes, but their different excitation requirements make multiplexing with new advanced microscopy methods difficult. Separately, orange-red FPs are useful for deep-tissue imaging in mammals owing to the relative tissue transmissibility of orange-red light, but their dependence on illumination limits their sensitivity as reporters in deep tissues. Here we describe CyOFP1, a bright, engineered, orange-red FP that is excitable by cyan light. We show that CyOFP1 enables single-excitation multiplexed imaging with GFP-based probes in single-photon and two-photon microscopy, including time-lapse imaging in light-sheet systems. CyOFP1 also serves as an efficient acceptor for resonance energy transfer from the highly catalytic blue-emitting luciferase NanoLuc. An optimized fusion of CyOFP1 and NanoLuc, called Antares, functions as a highly sensitive bioluminescent reporter in vivo, producing substantially brighter signals from deep tissues than firefly luciferase and other bioluminescent proteins.


eLife | 2015

Cortex commands the performance of skilled movement

Jian-Zhong Guo; Austin R. Graves; Wendy W Guo; Jihong Zheng; Allen Lee; Juan Rodríguez-González; Nuo Li; John J. Macklin; James W Phillips; Brett D. Mensh; Kristin Branson; Adam Hantman

Mammalian cerebral cortex is accepted as being critical for voluntary motor control, but what functions depend on cortex is still unclear. Here we used rapid, reversible optogenetic inhibition to test the role of cortex during a head-fixed task in which mice reach, grab, and eat a food pellet. Sudden cortical inhibition blocked initiation or froze execution of this skilled prehension behavior, but left untrained forelimb movements unaffected. Unexpectedly, kinematically normal prehension occurred immediately after cortical inhibition, even during rest periods lacking cue and pellet. This ‘rebound’ prehension was only evoked in trained and food-deprived animals, suggesting that a motivation-gated motor engram sufficient to evoke prehension is activated at inhibition’s end. These results demonstrate the necessity and sufficiency of cortical activity for enacting a learned skill. DOI: http://dx.doi.org/10.7554/eLife.10774.001


Nature Methods | 2017

A general method to fine-tune fluorophores for live-cell and in vivo imaging

Jonathan B. Grimm; Anand K. Muthusamy; Yajie Liang; Timothy A. Brown; William C. Lemon; Ronak Patel; Rongwen Lu; John J. Macklin; Philipp J. Keller; Na Ji; Luke D. Lavis

Pushing the frontier of fluorescence microscopy requires the design of enhanced fluorophores with finely tuned properties. We recently discovered that incorporation of four-membered azetidine rings into classic fluorophore structures elicits substantial increases in brightness and photostability, resulting in the Janelia Fluor (JF) series of dyes. We refined and extended this strategy, finding that incorporation of 3-substituted azetidine groups allows rational tuning of the spectral and chemical properties of rhodamine dyes with unprecedented precision. This strategy allowed us to establish principles for fine-tuning the properties of fluorophores and to develop a palette of new fluorescent and fluorogenic labels with excitation ranging from blue to the far-red. Our results demonstrate the versatility of these new dyes in cells, tissues and animals.

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Ronak Patel

Howard Hughes Medical Institute

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Loren L. Looger

Janelia Farm Research Campus

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Douglas S. Kim

Howard Hughes Medical Institute

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Eric R. Schreiter

Howard Hughes Medical Institute

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Luke D. Lavis

Howard Hughes Medical Institute

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Karel Svoboda

Howard Hughes Medical Institute

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Hod Dana

Technion – Israel Institute of Technology

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Adam Hantman

Howard Hughes Medical Institute

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Austin R. Graves

Howard Hughes Medical Institute

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