Abstract
Spatial patterns of functional organization, resolved by microelectrode mapping, comprise a core principle of sensory cortices. In auditory cortex, however, recent two-photon Ca2+ imaging challenges this precept, as the traditional tonotopic arrangement appears weakly organized at the level of individual neurons. To resolve this fundamental ambiguity about the organization of auditory cortex, we developed multiscale optical Ca2+ imaging of unanesthetized GCaMP transgenic mice. Single-neuron activity monitored by two-photon imaging was precisely registered to large-scale cortical maps provided by transcranial widefield imaging. Neurons in the primary field responded well to tones; neighboring neurons were appreciably cotuned, and preferred frequencies adhered tightly to a tonotopic axis. By contrast, nearby secondary-field neurons exhibited heterogeneous tuning. The multiscale imaging approach also readily localized vocalization regions and neurons. Altogether, these findings cohere electrode and two-photon perspectives, resolve new features of auditory cortex, and offer a promising approach generalizable to any cortical area.
🔬 Techniques
💻 Software
✨ Fluorophores
🧪 Sample Preparation
🏭 Microscope Brands
📷 Detectors
🔎 Objectives
💻 Software Details
💾 Data Repositories
🏛️ Research Organizations (ROR)
Affiliated research institutions:
📋 Methods
Animal Surgery and General Procedures
All animal procedures approved by Johns Hopkins Institutional Animal Care and Use Committee. Floxed GCaMP3 mice (R26-lsl-GCaMP3, Ai38 from Jackson Labs, JAX no. 014538) ( Zariwala et al., 2012 ) were crossed with Syn1-Cre mice (JAX no. 003966) ( Zhu et al., 2001 ) or Emx1-Cre mice (JAX no. 005628) ( Gorski et al., 2002 ), resulting in GCaMP3-Syn1 or GCaMP3-Emx1 mice used for experiments. Anesthesia, surgery, and imaging methods detailed in online extended experimental procedures . All imaging performed on unanesthetized mice. Ca 2+ Dye Injection and Cranial Window Preparation In a minority of mice (e.g., Figures 4G–I ), bulk-loaded Fluo-2 (TEFLabs) was used for Ca 2+ imaging. For Ca 2+ imaging of neurons (GCaMP3 or Fluo-2), a glass coverslip was often affixed atop craniotomy to dampen pulsations. Wide field Transcranial Imaging of GCaMP3 We typically performed wide field imaging through a thinned skull, using 460-nm excitation focused 0–200 microns beneath dura through a 10× 0.25 NA objective (Olympus). 540-nm emission collected onto a CCD camera at 20 Hz. Two-Photon Ca 2+ Imaging Imaging was performed with an Ultima system (Prairie Technologies). Excitation at 950 nm from a mode-locked laser was raster scanned at 5–12 Hz with emission collected in red (607/45 nm) and green (525/70 nm) channels. 40× 0.8 NA objective (Olympus) used. As noted, 25× objective (Olympus XLPlan N) was used in some instances to afford a larger field of view.
Auditory Stimulation
Microscope located in sound-attenuated room (Acoustical Solutions, Audio Seal ABSC-25) with noisy equipment placed outside. Sounds delivered by free-field speaker (Tucker-Davis Technologies, ES1) 12 cm from right ear. Ambient background noise significantly weaker than the softest stimuli presented ( Figure S4G–H ).
Show full methods section
Animal Surgery and General Procedures
All animal procedures approved by Johns Hopkins Institutional Animal Care and Use Committee. Floxed GCaMP3 mice (R26-lsl-GCaMP3, Ai38 from Jackson Labs, JAX no. 014538) ( Zariwala et al., 2012 ) were crossed with Syn1-Cre mice (JAX no. 003966) ( Zhu et al., 2001 ) or Emx1-Cre mice (JAX no. 005628) ( Gorski et al., 2002 ), resulting in GCaMP3-Syn1 or GCaMP3-Emx1 mice used for experiments. Anesthesia, surgery, and imaging methods detailed in online extended experimental procedures . All imaging performed on unanesthetized mice. Ca 2+ Dye Injection and Cranial Window Preparation In a minority of mice (e.g., Figures 4G–I ), bulk-loaded Fluo-2 (TEFLabs) was used for Ca 2+ imaging. For Ca 2+ imaging of neurons (GCaMP3 or Fluo-2), a glass coverslip was often affixed atop craniotomy to dampen pulsations. Wide field Transcranial Imaging of GCaMP3 We typically performed wide field imaging through a thinned skull, using 460-nm excitation focused 0–200 microns beneath dura through a 10× 0.25 NA objective (Olympus). 540-nm emission collected onto a CCD camera at 20 Hz. Two-Photon Ca 2+ Imaging Imaging was performed with an Ultima system (Prairie Technologies). Excitation at 950 nm from a mode-locked laser was raster scanned at 5–12 Hz with emission collected in red (607/45 nm) and green (525/70 nm) channels. 40× 0.8 NA objective (Olympus) used. As noted, 25× objective (Olympus XLPlan N) was used in some instances to afford a larger field of view.
Auditory Stimulation
Microscope located in sound-attenuated room (Acoustical Solutions, Audio Seal ABSC-25) with noisy equipment placed outside. Sounds delivered by free-field speaker (Tucker-Davis Technologies, ES1) 12 cm from right ear. Ambient background noise significantly weaker than the softest stimuli presented ( Figure S4G–H ).
Immunohistochemistry
Mice were anesthetized with pentobarbital and perfused with freshly prepared 4% paraformaldehyde (PFA). Brains were post-fixed in 4% PFA overnight at 4°C and stored in phosphate buffered saline (PBS) at 4°C until processed. 35-μm thick coronal brain sections cut with vibratome were incubated overnight with primary antibodies against GFAP and NeuN. After rinsing, sections further incubated with secondary antibodies, rinsed, and mounted on super frost glass slides. Confocal imaging was then performed. Data Analysis Transcranial Ca 2+ images were processed by a structured sparse encoding algorithm ( Haeffele et al., 2014 ). For two-photon Ca 2+ imaging of neurons, fluorescence signals were directly used to calculate output-versus-frequency response profiles (e.g., Figure 3C ). A deconvolution method was subsequently applied to estimate spike probabilities ( Vogelstein et al., 2010 ), used for analyzing FRAs as well as BF and Q metrics described below. For registration, transcranial maps and vascular fiduciaries were used to localize individual neurons. To compare across mice, elastic registration of each animal’s coordinates to a canonical coordinate system was performed. Best frequency ( BF ) was the frequency evoking strongest responses at threshold. Bandwidth was calculated as the average of the half-maximal width of Gaussian fits to output-versus-frequency plots, and the frequency range eliciting greater than half maximum responses. ‘BF spread’ (Δ BF ) was defined as the absolute difference in best frequency for each pair of tone-responsive neurons in a field, measured in octaves. Q factor was the best frequency at threshold ÷ maximum bandwidth at any sound level.
Extended Methods
More complete methods appear in the online extended experimental procedures .
Animal Surgery and General Procedures
All animal procedures approved by Johns Hopkins Institutional Animal Care and Use Committee. Floxed GCaMP3 mice (R26-lsl-GCaMP3, Ai38 from Jackson Labs, JAX no. 014538) ( Zariwala et al., 2012 ) were crossed with Syn1-Cre mice (JAX no. 003966) ( Zhu et al., 2001 ) or Emx1-Cre mice (JAX no. 005628) ( Gorski et al., 2002 ), resulting in GCaMP3-Syn1 or GCaMP3-Emx1 mice used for experiments. Anesthesia, surgery, and imaging methods detailed in online extended experimental procedures . All imaging performed on unanesthetized mice.
Extended Methods
More complete methods appear in the online extended experimental procedures .
📊 Figures
Figure 1
Transcranial responses to SAM tones in GCaMP3 mice
(A) Transcranial Ca 2+ imaging layout. Speaker emits SAM (sinusoidal amplitude modulated) tones to right ear of head-fixed, unanesthetized mouse. 470-nm excitation illuminates thinned skull over left ...
Figure 2
Formation of transcranial map of auditory cortices
(A) Single-trial transcranial fluorescence responses during SAM tones of various frequencies ( x axis) and sound attenuations ( y axis, left). SPL intensities, y axis on right, coarsely corrected for ...
Figure 3
Tonal tuning of exemplar neuron residing within low-frequency pole of AI
(A) Registration of neuron to transcranial map. Left subpanel, high- and low-frequency landmarks (H and L) obtained via transcranial imaging (scale bar, 500 u03bcm). Box registers overall field of vie...
Figure 4
Spatially co-localized AI neurons show sharp tuning to similar tone frequencies
(Au2013C) Neuron-by-neuron responses in low-frequency AI, encompassing same field as Figure 3 . GCaMP3 under Syn1-Cre. (A) Landmarks from transcranial imaging, with registered two-photon imaging field...
Figure 5
Broad frequency tuning and diverse best frequencies in co-localized AII neurons
Exemplar low, middle, and high frequency AII fields, format as in Figures 4Au20134C . (Au2013C) Neuron-by-neuron responses in low-frequency AII field, from mouse expressing GCaMP3 under Syn1-Cre. Neur...
Figure 6
Contrasts in tonotopic organization of mouse AI versus AII cortex
(Au2013C) Well-resolved tonotopic gradient via two-photon imaging of individual neurons within AI. (A) Map of all two-photon imaging fields (squares in translucent ovoid) characterized along ventrodor...
Figure 7
Tone-insensitive sector along AI/AII border
(A) Comparison of low- and high-frequency poles of global transcranial map (from Figure 2B ) to electrode-based map ( Guo et al., 2012 ). Landmarks (L and H) translated without scaling or rotation to ...
Figure images are served from the NIH/NLM PubMed Central Open Access Subset or Europe PMC; copyright remains with the publishers and authors.
💬 Discussion
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