JN Journal of Applied Physiology
HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
 QUICK SEARCH:   [advanced]


     


J Neurophysiol 98: 1791-1805, 2007. First published July 18, 2007; doi:10.1152/jn.00082.2007
0022-3077/07 $8.00
This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Supplemental Figures
Right arrow All Versions of this Article:
98/3/1791    most recent
00082.2007v1
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in ISI Web of Science
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via ISI Web of Science (2)
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Murayama, M.
Right arrow Articles by Larkum, M. E.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Murayama, M.
Right arrow Articles by Larkum, M. E.

INNOVATIVE METHODOLOGY

Fiberoptic System for Recording Dendritic Calcium Signals in Layer 5 Neocortical Pyramidal Cells in Freely Moving Rats

Masanori Murayama, Enrique Pérez-Garci, Hans-Rudolf Lüscher and Matthew E. Larkum

Physiologisches Institut, Universität Bern, Bern, Switzerland

Submitted 24 January 2007; accepted in final form 13 July 2007


    ABSTRACT
 TOP
 ABSTRACT
 INTRODUCTION
 METHODS
 RESULTS
 DISCUSSION
 GRANTS
 ACKNOWLEDGMENTS
 REFERENCES
 
Calcium influx into the dendritic tufts of layer 5 neocortical pyramidal neurons modifies a number of important cellular mechanisms. It can trigger local synaptic plasticity and switch the firing properties from regular to burst firing. Due to methodological limitations, our knowledge about Ca2+ spikes in the dendritic tuft stems mostly from in vitro experiments. However, it has been speculated that regenerative Ca2+ events in the distal dendrites correlate with distinct behavioral states. Therefore it would be most desirable to be able to record these Ca2+ events in vivo, preferably in the behaving animal. Here, we present a novel approach for recording Ca2+ signals in the dendrites of populations of layer 5 pyramidal neurons in vivo, which ensures that all recorded fluorescence changes are due to intracellular Ca2+ signals in the apical dendrites. The method has two main features: 1) bolus loading of layer 5 with a membrane-permeant Ca2+ dye resulting in specific loading of pyramidal cell dendrites in the upper layers and 2) a fiberoptic cable attached to a gradient index lens and a prism reflecting light horizontally at 90° to the angle of the apical dendrites. We demonstrate that the in vivo signal-to-noise ratio recorded with this relatively inexpensive and easy-to-implement fiberoptic-based device is comparable to conventional camera-based imaging systems used in vitro. In addition, the device is flexible and lightweight and can be used for recording Ca2+ signals in the distal dendritic tuft of freely behaving animals.


    INTRODUCTION
 TOP
 ABSTRACT
 INTRODUCTION
 METHODS
 RESULTS
 DISCUSSION
 GRANTS
 ACKNOWLEDGMENTS
 REFERENCES
 
In vitro studies have shown that the apical tuft dendrite of layer 5 (L5) neocortical pyramidal neurons can generate Ca2+ spikes that control the firing properties of the neuron (Kim and Connors 1993Go; Schiller et al. 1997Go; Williams and Stuart 1999Go). In addition, Ca2+ spikes are strongly suppressed by inhibitory neurons targeting the distal dendrites (Pérez-Garci et al. 2006Go). It has been suggested that this cellular property works as a form of coincidence detection, allowing the cortex to associate bottom-up and top-down information (Larkum et al. 1999bGo, 2004Go). Thus it is possible that the generation and suppression of Ca2+ spikes in the dendritic tuft are causally related to distinct behavioral states (Cauller 1995Go; Cauller and Kulics 1991Go; Lamme et al. 1998Go; Llinás et al. 2002Go; Olson et al. 2001Go). So far, this conjecture could not be explored because of the difficulty in recording from the dendrites in awake behaving animals.

One-photon Ca2+ imaging remains an important low-cost tool. Its usage is relatively straightforward and it can be applied to record Ca2+ changes in very thin dendritic structures (Augustine et al. 2003Go), providing the opportunity for multisite recordings (Baker et al. 2005Go) and wide-field imaging from populations of neurons (Froemke et al. 2002Go). However, one-photon epifluorescence imaging techniques are not usually ideal for in vivo imaging because brain tissue scatters light (Cuche et al. 1999Go), resulting in smaller signal-to-noise ratios for optical measurements. In addition, the perspective of one-photon imaging in vivo is normally from above the brain looking vertically down into the tissue (as opposed to side-on as in the slice), making all but the upper portion of the cortex inaccessible. This problem has been overcome by the use of endoscopes to probe deeper into the tissue, as shown in some studies with anesthetized animals (Duff and Schmidt 2000Go; Göbel et al. 2004Go; Hirano et al. 1996Go; Ikeda and Matsushita 1980Go; Jung et al. 2004Go; Kudo et al. 1992Go) and freely moving animals (Adelsberger et al. 2005Go; Ferezou et al. 2006Go; Poe et al. 1994Go; Rector and Harper 1991Go). However, the vertical orientation of many neocortical dendrites is still unfavorable to such approaches. In addition, these studies often involve recordings from unidentified neuronal structures (e.g., soma, dendrites, and axon) of unspecified neuronal populations (e.g., various excitatory and inhibitory neurons and glial cells). The two-photon imaging approach is very attractive because it can in principle resolve structures as small as dendrites in vivo (Garaschuk et al. 2006Go; Helmchen et al. 1999Go; Svoboda et al. 1997Go), although so far it has been possible to image structures only the size of blood vessels in the freely moving preparation (Helmchen et al. 2001Go). Two-photon imaging is also much more expensive and technically difficult to implement.

Our goal in this study was to develop a fiberoptic-based one-photon recording system (Flusberg et al. 2005Go) for specifically measuring dendritic Ca2+ transients in the apical dendrites of L5 pyramidal neurons in vivo. The design emphasizes ease of implementation and robustness under demanding conditions (e.g., freely moving), which would open new possibilities for studying dendritic physiology from a more functional perspective. We present a novel method based on two key features: 1) a procedure for specific loading of a Ca2+-sensitive dye to the dendrites of L5 pyramidal neurons (Kerr et al. 2005Go) and 2) an optical fiber fitted with a gradient-index (GRIN) lens and a microprism angled at 90°. This optical assembly acted as a fiberoptic "periscope," enabling us to locally illuminate and image distal dendrites of L5 pyramidal neurons. Combining these techniques allowed us to record intracellular Ca2+ transients from populations of L5 pyramidal cell dendrites in freely moving rats.


    METHODS
 TOP
 ABSTRACT
 INTRODUCTION
 METHODS
 RESULTS
 DISCUSSION
 GRANTS
 ACKNOWLEDGMENTS
 REFERENCES
 
Animals and surgery

Female Wistar rats (P30–P50) were used in these experiments. For in vivo anesthetized experiments, animals were deeply anesthetized with urethane (intraperitoneal, 1.5 g/kg). The head was fixed horizontally in a stereotaxic instrument (Model SR-5R, Narishige, Tokyo, Japan) and body temperature maintained at 36 to 37°C. An outline of the craniotomy above the primary somatosensory cortex was marked with a dental drill. The craniotomy (diameter: 1–2 mm), centered at 1.5 mm posterior to bregma and 2.0 mm from midline in the right hemisphere, was performed and the dura mater was surgically removed immediately before Ca2+ recording (see following text). This region was chosen so that the dendrites of pyramidal cells taking up the dye lay parallel to the slice surface in the slice preparation subsequently described. Care was taken to avoid any damage to pial vessels or the cortex.

For freely moving experiments, the scalp was removed under general anesthesia (isoflurane; Baxter, Volketswil, Swizerland) and a local anesthetic (lidocaine; Sigma–Aldrich, Buchs, Switzerland) was applied to the wound. Afterwards the animal was allowed to regain consciousness and the animal was administered with an analgesic (buprenorphine, twice per day; Essex Chemie, Lucerne, Switzerland) and local anesthetic applied to the scalp. On the day of the experiment a craniotomy was made in the skull, a Ca2+-sensitive dye was injected into L5 (see earlier text), and a metal post was fixed to the skull with dental cement. This surgery and the subsequent experiment lasted about 3 h before the animal was killed. After 1–2 h of anesthesia, the animals could move within a 50 x 50-cm environment completely freely and their behavior was not obviously affected by the presence of the attached fiber.

In vivo loading of Ca2+-sensitive dye

Oregon Green 488 BAPTA-1 (OGB-1) AM (O-6807, 50 µg; Molecular Probes, Eugene, OR) was mixed with 5 µL of pluronic acid (Pluronic F-127, 20% solution in DMSO, Molecular Probes) for 15 min. The solution was then diluted in 28 µL of HEPES-buffered solution (125 mM NaCl, 2.5 mM KCl, 10 mM HEPES) and mixed for a further 15 min. The OGB-1 AM solution was loaded into a glass pipette (tip diameter: 5–15 µm) and pressure-injected into L5 (pressure: 10–22 kPa) for 1 min (Kerr et al. 2005Go; Stosiek et al. 2003Go). The pipette was withdrawn and the craniotomy was then submerged with rat Ringer (135 mM NaCl, 5.4 mM KCl, 1.8 mM CaCl2, 1 mM MgCl2, 5 mM HEPES) for 2 h. Shorter filling times tended to result in less-optimal dendritic filling.

In vivo Ca2+ recording

A custom-made fiberoptic-based one-photon microscope was constructed for in vivo recordings (Fig. 1). A 300-W xenon lamp (Model 66902; Oriel Instruments, Stratford, CT) was used as a light source. We also tested an approximately 200-mW blue light-emitting diode (470 nm, Luxeon V Star; Philips Lumileds Lighting, San Jose, CA), which gave a smaller signal than the xenon lamp. However, we could record Ca2+ changes in the dendrites due to evoked signals with this light source. A cold mirror (FM 204; Thorlabs, Karlsfeld, Germany) reflecting from 325 to 500 nm was used for splitting the incident light into visible and near infrared light. An excitation filter, a dichroic mirror, and an emission filter (as a filter set 31001; Chroma Technology, Rockingham, VT) were used for epifluorescence Ca2+ recordings. Two objectives were used depending on the configuration (see following text): a x6.3 objective [Model 04-OAS-008, 0.20 numerical aperture (NA); Melles Griot, Hessen, Germany] and a x10 objective (Model E58-372, 0.45 NA; Edmund Optics, Karlsruhe, Germany). A tube lens (InfiniTube standard; Infinity Photo-Optical, Göttingen, Germany) was used to focus the image onto a chip of a cooled charge-coupled device (CCD) camera (MicroMax; Roper Scientific, Trenton, NJ).


Figure 1
View larger version (43K):
[in this window]
[in a new window]

 
FIG. 1. Fiberoptic-based one-photon microscope. Two basic configurations were tested with one or two fibers. A: schematic diagram of the single fiberoptic-based recording system using a x10 objective illuminating and recording from a 680-µm-diameter bundle of 17,000 fiberoptic elements. B: two-fiber recording system. Illumination was achieved with a x6.3 objective and a single-core fiber. Recordings were made with the x10 objective and a 0.96-mm-diameter fiberoptic bundle with 30,000 elements. C: optical diagram of light rays for the single-fiber system shown in A. "Periscope" system was used for illumination, consisting of a 90° prism combined with a gradient-index (GRIN) lens. Sketch (gray) of L5 pyramidal neuron drawn to scale shows the size of the periscope system relative to the apical dendrite. D: optical diagram of light rays in the periscope and the microobjective used for the two-fiber system shown in B. Sketch in gray indicates the relative size of a pyramidal neuron. E: optical diagram for a noninvasive variation on the two-fiber approach with an optical fiber oriented obliquely at 20°. F: picture of the 488-nm light passing through the periscope in a 2% agar block. Sketch of L5 pyramidal neuron (green) shows the portion of the dendritic tree illuminated by the periscope. Inset: dimensions of the microprism. G: picture of the 488-nm light from the oblique fiber. White lines indicate edges of the agar block.

 
Fluorescence intensities were sampled at 10 or 100 Hz. Data were acquired on a PC using WinView software (Roper Scientific). Regions of interest (ROIs) were chosen off-line for measuring fluorescence changes (see Data analysis). Bicuculline methiodide and tetrodotoxin (TTX) were bought from Tocris Cookson (Zurich, Switzerland), cadmium chloride from Fluka (Buchs, Switzerland), and kynurenic acid from Sigma–Aldrich.

Illumination and optical fibers

Two different optical configurations were used. 1) A one-fiber–based system (type A) in which excitation light and fluorescence light were guided through the same fiber (Fig. 1, A and C) and 2) a two-fiber–based system (type B) in which the excitation light and fluorescence light were guided through two separate fibers (Fig. 1B). We used two variations on the two-fiber system: a microprism attached to the end of an illuminating fiber (type B-1; Fig. 1D) and a fiber without the microprism to illuminate neurons obliquely at an angle of 20° from above the cortical surface (type B-2; Fig. 1E; see following text).

ONE-FIBER–BASED SYSTEM. A 2-m-long fiber bundle (IGN-06/17; Sumitomo Electric Industries, Tokyo, Japan), consisting of 17,000 fiber elements, was used for a combined illuminating–recording fiber (Fig. 1, A and C). The individual elements had a diameter of 2.5 µm and NA of 0.35. The image area of the bundle had a diameter of 0.54 mm. The total outer diameter of the bundle was 0.68 mm. Minimum bend radius of the fiber was 30 mm. The end face of the bundle was fitted with a prism-lens assembly that consisted of a right-angle prism (dimensions: 0.5 x 0.5 x 0.5 mm; GrinTech, Jena, Germany; Fig. 1E) attached to a GRIN lens (diameter: 0.5 mm; NA: 0.5; GrinTech). These optical elements were glued to each other with UV curing adhesive (Norland Optical Adhesive 63; Norland Products, Cranbury, NJ). The working distance was nominally 100 µm (a slight difference may have occurred due to the adhesive) and the magnification was x0.73, resulting in a 685-µm-diameter field of view (FOV).

TWO-FIBER–BASED SYSTEM. A 2-m-long fiber bundle (IGN-08/30; Sumitomo Electric Industries), consisting of 30,000 fiber elements was used for recording with a top-down view above the surface of the brain (Fig. 1, B and D). The image area had a diameter of 0.72 mm. The total outer diameter of the bundle was 0.96 mm. Minimum bend radius of the fiber was 40 mm. The end face of the bundle was connected to a x4.4 microobjective that had a working distance of 300 µm and consisted of two types of GRIN lenses (GrinTech): one with NA of 0.5, geometrical length of 2 mm, and diameter of 1 mm, another with NA of 0.11, geometrical length of 11.175 mm, and diameter of 1 mm, resulting in a 155-µm FOV. A 2-m-long single-core fiber (NT57-069; Edmund Optics) was used as an illuminating fiber. The fiber had a fused silica core (NA: 0.22; diameter: 440 µm) that transmits visible light and a cladding, resulting in an outer diameter of 470 µm. Minimum bend radius of the fiber was 48 mm. The end face of the fiber was glued to a right-angle prism (dimensions: 0.5 x 0.5 x 0.5 mm; Edmund Optics). The same fiber was used for the noninvasive recording system without a prism (Fig. 1, E and G, and Supplemental Fig. 2).1

We measured the power of the excitation light produced by our periscope configuration using a Power/Energy Meter (Model 841-PE; Newport, Irvine, CA). The average output was 0.21 mW from the 500-µm-diameter fiber which was more than an order of magnitude less than we measured from the conventional epifluorescence microscope used for in vitro experiments (~8 mW). We never saw any evidence of photodamage in vitro or in vivo, even though the total illumination in vivo lasted 18–27 min. We assessed this by comparing the signals recorded at the beginning of the experiment to the end in terms of baseline, amplitude, and duration. We expect photodamage to be reduced in this preparation by the fact that there are relatively few dye molecules in the dendrites compared with the somata, the illumination is relatively weak, and the dendritic dye milieu is constantly being replenished by diffusion of dye from the soma.

In vitro experiments

Animals were anesthetized with a mixture of 95% CO2-5% O2 before decapitation according to the guidelines of the veterinary office of the canton of Bern. In vitro optical imaging and electrophysiological recording were performed on L5 pyramidal neurons of the primary somatosensory cortex in parasagittal slices of rats. After decapitation, the brain was rapidly removed into ice-cold, oxygenated artificial cerebrospinal fluid (ACSF) containing (in mM) 125 NaCl, 25 NaHCO3, 2.5 KCl, 1.25 NaH2PO4, 1 MgCl2, 25 glucose, and 2 CaCl2 (pH 7.4). Slices (300 µm thick) were cut with a vibrating microslicer on a block angled at 15° to horizontal and maintained at 37°C in the preceding solution for 15–120 min before use. Slices were first examined to ensure that they had dendrites running parallel to the surface of the slice (usually one to three slices per hemisphere).

Bolus loading of populations of L5 neurons was performed with different membrane-permeant Ca2+-sensitive dyes: OGB-1 AM, Fura-2 AM, Fluo-3 AM, and Calcium Orange AM (Molecular Probes). The labeling solutions were prepared as described earlier for in vivo injection. Briefly, each dye of 50 µg was mixed with 5 µL of pluronic acid in 20% DMSO and 28 µL of HEPES-buffered solution. A glass pipette (tip diameter: 5–15 µm) was filled with the labeling solution and positioned in L5 in the slice. A small amount (<0.5 µL) of the labeling solution was pressure-injected continuously with a pressure of 8–22 kPa for 1.5–2 h into the slice perfused with the ACSF. The region of cells taking up the dye was the same in vitro as with the method of injection described earlier in vivo (see Figs. 2 and 3).


Figure 2
View larger version (105K):
[in this window]
[in a new window]

 
FIG. 2. In vivo bolus loading of L5 pyramidal neuron dendrites with a membrane-permeant Ca2+-sensitive dye. A: schematic diagram showing the method and location of dye injection to a region of L5 in vivo (see METHODS). B: a 300-µm-thick parasagittal slice taken about 2–3 h after in vivo dye injection showing dendrites of L5 pyramidal neurons filled with the Ca2+-sensitive dye OGB-1 AM. White line indicates the pial surface of the slice. C and D: higher magnification and contrast of the same slice shown in B to visualize the dendritic staining in the uppermost layers. White box in C indicates the field of view (FOV) used in D.

 

Figure 3
View larger version (31K):
[in this window]
[in a new window]

 
FIG. 3. Comparison of the transport of Ca2+-sensitive dye to the apical dendritic tufts in vitro with different dyes. A: schematic diagram showing the method and location of dye injection to a region of L5 of a 300-µm-thick slice of rat neocortex (see METHODS). Different dyes were injected separately (see following text). B: fluorescence images taken of slices with bolus loading of different types of Ca2+-sensitive dyes (OGB-1 AM, Fura-2 AM, Fluo-3 AM, and Calcium Orange AM). First 2 images in the top row are of the same slice using different contrast enhancement. Right-hand image of the top row shows the filling of apical dendrites more clearly by overexposing the highly fluorescent region in L5 where the dye was injected. C: ratio of fluorescence intensity at the soma (left) and tuft (right) to background fluorescence measured in an area far from the region of dye loading (n = 3 slices for each dye). Note: a ratio of 1 indicates no difference between the dendritic region and the background fluorescence of the slice. D: diagram of the experimental setup for recording fluorescence changes in L1 and L5 simultaneously [regions of interest (ROIs) indicated with superimposed boxes]. Stimulation (5 pulses, 200 Hz) was applied to L1 to evoke activity in this region by a tungsten stimulus electrode. E: typical {Delta}F/F in soma and tuft regions compared for the 4 different Ca2+-sensitive dyes. Arrowheads indicate the time of the stimulation. F: summary of the results for E (n = 3 slices for each dye).

 
Ca2+ imaging and somatic whole cell patch recordings were obtained with Nikon Eclipse E600FN or Olympus BX51WI microscopes. Ca2+ imaging was performed using a cooled CCD camera (CoolSNAP; Roper Scientific). The fluorescence was observed using standard epifluorescence filter sets for FITC (excitation at 480 nm; used for OGB-1 AM and Fluo-3 AM), Texas Red (excitation at 560 nm; used for Calcium Orange AM and Alexa 594; Molecular Probes), and Fura-2 (excitation of 380 nm) fluorescence (Chroma Technology). Fluorescence intensities were sampled at 20–100 Hz. Pipettes (4–6 M{Omega}) for the whole cell patch-clamp recordings were filled with an intracellular solution containing (in mM) 135 K-gluconate, 7 KCl, 10 HEPES, 10 Na2-phosphocreatine, 4 Mg-ATP, 0.3 GTP, 10 Alexa 594, and 0.2% biocytin (pH 7.2 with KOH). No correction was made for the junction potential between the bath and pipette solutions. The recordings were made with Axoclamp-2B (Axon Instruments, Union City, CA) or Dagan BVC-700A amplifiers (Dagan, Minneapolis, MN), digitized at 10 kHz with an A/D converter (ITC-18 or ITC-16; Instrutech, Port Washington, NY) and acquired on a PC using Igor software (WaveMetrics). Slices were perfused continuously with the ACSF at 33–35°C throughout the experiments.

Data analysis

The fluorescence signal was quantified by measuring the mean pixel value of a manually selected (off-line) region of interest (ROI) for each frame of the image stack using Igor software. For in vivo experiments, Ca2+ changes were expressed as {Delta}F/F = Ft/F0, where Ft is the fluorescence intensity of the ROI at time t during the imaging experiment and F0 is the mean value of fluorescence intensity before stimulation. For in vitro experiments, Ca2+ changes were expressed as {Delta}F/F = (FtF0)/(F0 FB), where FB is the background fluorescence measured from a region away from the recorded area. For results obtained with Fura-2, {Delta}F/F was multiplied by –1. Statistical analysis was performed with paired t-test, unless otherwise noted. All numbers are indicated as mean ± SD.


    RESULTS
 TOP
 ABSTRACT
 INTRODUCTION
 METHODS
 RESULTS
 DISCUSSION
 GRANTS
 ACKNOWLEDGMENTS
 REFERENCES
 
Our aim was to develop a method for recording changes in intracellular Ca2+ ({Delta}[Ca2+]i), specifically in the dendrites of L5 pyramidal neurons in vivo. We chose to take advantage of the fact that L5 pyramidal neurons project their apical dendrites through five layers of the cortex right up to the pia. This meant that by restricting the filling of neurons with a membrane-permeant dye to L5, only those structures that project out of L5 are visible in the upper layers. This approach has already been shown to be feasible using two-photon imaging (Kerr et al. 2005Go) and we sought to show that the same approach could be used with one-photon Ca2+ recordings.

This section is structured in the following order: 1) We demonstrate the feasibility of bulk loading L5 pyramidal neurons in vivo with various membrane-permeant Ca2+-sensitive dyes. 2) We examine the contribution of different intracellular activities to the Ca2+ signal observed from a single dendrite and measure its contribution to the population response in vitro. 3) We introduce the fiberoptic-based recording device for recording Ca2+ signals in vivo. 4) We show that this new device is capable of recording dendritic Ca2+ signals in the apical tuft of L5 pyramidal neurons in vivo with a large signal-to-noise ratio and show that the signal is predominantly postsynaptic. 5) We show dendritic Ca2+ recordings in freely moving rats.

In vivo bolus loading of L5 pyramidal neurons

After bolus injection of the membrane-permeant Ca2+-sensitive dye in vivo (Fig. 2A), we prepared 300-µm-thick parasagittal brain slices around the stained region that could then be viewed in profile in vitro using normal epifluorescence techniques (Fig. 2, BD; see METHODS). The bolus loading resulted in a region (diameter: ~300 µm) in L5 with particularly high fluorescence (Fig. 2B). In this region most cell bodies and the processes of different cell types were filled with the Ca2+-sensitive dye. However, closer inspection of the upper layers above this region revealed that predominantly the apical dendrites of L5 pyramidal neurons were loaded with the dye (Fig. 2, C and D). Between 5 and 20 pyramidal cell tuft dendrites were visibly filled with this method. We detected very little overlap with neighboring slices, but nonetheless we expect the maximum number will be slightly larger in vivo in some cases.

We compared the apparent transport of the dye to the apical dendrites after bolus loading of L5 cells using several different types of commonly used membrane-permeant Ca2+-sensitive dyes. For these experiments, the bolus was injected into L5 in vitro (see METHODS), which gave very similar filling of both cell bodies in L5 and the dendrites to the in vivo bolus-loading method. In vitro loading was advantageous for this experiment because optimal slices with apical dendrites parallel to the plane of the slice could be chosen before loading. However, we repeated the experiments shown in Fig. 3 with in vivo bolus loading for one dye (OGB-1 AM), which gave identical results (n = 3 slices; data not shown). Of the four dyes tested (OGB-1 AM, Fura-2 AM, Fluo-3 AM, and Calcium Orange AM), all were taken up similarly in the cell bodies located inside the spread of the bolus that we determined by comparing the ratio of fluorescence in the somatic region to background fluorescence in L5 for each dye (12.3 ± 3.5 for OGB-1 AM, 10.7 ± 4.4 for Fura-2 AM, 7.9 ± 3.1 for Fluo-3 AM, and 11.2 ± 5.2 for Calcium Orange AM; n = 3 slices for each dye; Fig. 3B). We found large differences in apparent dendritic transport using a similar procedure comparing the ratio of fluorescence in the tuft region to background fluorescence in another region of L1. The average ratio in the tuft region for each dye was OGB-1 AM, 2.55 ± 0.88; Fura-2 AM, 1.34 ± 0.14; Fluo-3 AM, 1.05 ± 0.04; and Calcium Orange AM, 1.07 ± 0.02 (n = 3 slices for each dye). Here, a ratio of 1 would indicate no visible transport of the dye to the dendrites. Individual tuft dendrites could be seen clearly with OGB-1 AM (Fig. 1D). We never obtained comparable images for the other dyes, although individual filled apical shafts were sometimes observed close to the soma.

We also compared the relative {Delta}F/F after extracellular stimulus of L1 (Fig. 3D). As shown in Fig. 3, E and F, OGB-1 AM gave by far the largest {Delta}F/F (0.205 ± 0.07 vs. 0.013 ± 0.004 for Fura-2 AM, 0.0034 ± 0.0047 for Fluo-3 AM, and 0.0014 ± 0.0021 for Calcium Orange AM; n = 3 slices for each dye). These extracellularly evoked {Delta}F/F signals were consistent with the observed level of dye transport to the dendrites. On this basis, we used OGB-1 AM for all further experiments, although we make no claims about the underlying mechanisms involved.

Examining the source of Ca2+ fluorescence changes in vitro

In principle, we wanted to compare dendritic fluorescence signals to electrical activity in vivo; however, it was extremely difficult to make in vivo targeted electrical recordings from a bolus-loaded L5 pyramidal neuron. We chose an alternative but similar approach in vitro using a somatic whole cell recording from an identified pyramidal neuron in a slice that had previously been loaded using the in vitro bolus-loading technique. The patch pipette contained a nonindicator dye of a different wavelength (Alexa 594) to identify the apical dendrite (Fig. 4A), but no extra OGB-1 in addition to the OGB-1 AM already taken up by the cell. There was very little leak of the dendritic OGB-1 into the patch pipette, which was confirmed by the fact that there was no significant difference in the reduction of OGB-1 fluorescence in the double Alexa/OGB-1–stained dendrite compared with a nearby dendrite over a 30-min period (88 ± 11 vs. 89 ± 12%, respectively; P = 0.27, n = 3 cells). Most of this reduction was presumably due to bleaching of the dye during the imaging.


Figure 4
View larger version (25K):
[in this window]
[in a new window]

 
FIG. 4. Dendritic Ca2+ spikes detected in L5 neurons loaded with OGB-1 AM in vitro. A: schematic diagram of experiment. Left column: OGB-1 AM was injected extracellularly in L5 in vitro and incorporated by a population of pyramidal neurons. A whole cell recording with a pipette filled with Alexa 594 was made from the soma of a single OGB-1–loaded neuron. ROIs were positioned on the apical tuft of the Alexa-labeled dendrite (ROI 1) and on an adjacent tuft containing only OGB-1 AM (ROI 2). Middle column: sequence of pictures showing the same group of neurons using a FITC filter set (OGB-1 AM, top), a rhodamine filter set (Alexa, middle), and a superimposed picture of the 2 images above (bottom). Right column: magnified views of the areas marked by squares in their respective pictures in the middle column. ROIs for Ca2+ imaging are shown in the bottom picture. B and C: dendritic changes in intracellular Ca2+ ({Delta}[Ca2+]i) from ROI 1 (solid line) and ROI 2 (dashed line) were measured during trains of action potentials (APs) by the somatic pipette. Two firing frequencies were tested by injecting trains of depolarizing current pulses (bottom traces): one at a subcritical frequency (Sub-CF) of 60 Hz (B) and the another at a supracritical frequency (Supra-CF) of 110 Hz (C), which evoked a Ca2+ spike in one dendrite. Each trace represents the average of 5 trials. D: whole cell somatic recording showing the falling phase of the last AP in the train at the Sub-CF superimposed on the same time period for the Supra-CF (boxes in B and C). Arrowhead indicates the afterdepolarizing potential indicative of a dendritic Ca2+ spike at the Supra-CF. E: summary of the results for B and C (n = 7 cells). *P < 0.001.

 
By using the "critical frequency" (CF) test (Larkum et al. 1999aGo; Pérez-Garci et al. 2006Go), we could measure {Delta}[Ca2+]i in the tuft region of the dendrite that resulted from backpropagating action potentials (BPAPs) at a subcritical frequency (Sub-CF, typically <60 Hz) and with regenerative Ca2+ channel activation at a supracritical frequency (Supra-CF, typically >70 Hz) (Fig. 4, B and C). At Supra-CFs, Ca2+ influx into the apical dendrite is equivalent to a Ca2+ spike and the signature of this event can be recorded as an afterdepolarizing potential (Larkum et al. 1999aGo) appearing at the soma after the last action potential (Fig. 4D). We used this somatic signature of the dendritic Ca2+ spike to determine the Supra-CF value. {Delta}F/F was measured in the apical dendrite 400–500 µm below the pia. At this distance, Sub-CF BPAPs evoked small and variable {Delta}F/F signals (cf. Figs. 4B and 5C) with three cells of seven showing no detectable {Delta}F/F at all (average normalized {Delta}F/F: 13.5 ± 8.9% of control, P < 0.001, n = 7 cells; Figs. 4, B, C, and E, and 5C). However, in all neurons (n = 7), Supra-CF trains of BPAPs (control) lead to much higher {Delta}[Ca2+]i in the distal tuft region than Sub-CF trains (Figs. 4E and 5E). This result demonstrates first of all that Ca2+ spikes can be detected in the distal dendrites of L5 neurons loaded with OGB-1 AM. Moreover, it shows that the Ca2+ spike dominates the dendritic response compared with BPAPs in a single neuron. No signals were observed outside the Alexa/OGB-1–stained neuron (normalized {Delta}F/F: 0.1 ± 0.02%, n = 3 slices; Fig. 4, B, C, and E), indicating that the response came only from the dendrite of the stimulated neuron, not from the neuropil (e.g., other dendrites and/or axons).


Figure 5
View larger version (20K):
[in this window]
[in a new window]

 
FIG. 5. Ca2+ spikes dominate the fluorescence signal recorded in vitro. A: experimental setup. Left: schematic diagram of experiment (same as in Fig. 4A) showing a population of OGB-1 AM–filled neurons with one L5 pyramidal neuron filled with Alexa 594 by a patch pipette. In addition, a theta glass extracellular stimulating electrode was placed in L1 about 450 µm away from the recorded dendrite. Right: sequence of pictures showing a bundle of apical dendrites labeled with OGB-1 AM (top), the tuft of a single Alexa 594/OGB-1–filled neuron (middle), and a superimposed picture indicating the 3 ROIs (bottom). ROI 1 and ROI 2 were set on the Alexa/OGB-1–labeled tuft branch and on an OGB-1 AM–labeled adjacent branch, respectively, and ROI 3 represented the whole FOV (108 x 145 µm). B: somatic whole cell recordings from the single Alexa-filled neuron. Top: train of APs evoked by depolarizing current pulses at a Supra-CF (100 Hz). Middle: train of APs evoked at a Sub-CF (30 Hz). Bottom: excitatory postsynaptic potential (EPSP) evoked by the L1 stimulation before (green) and after (black) the application of kynurenic acid (1 mM). Arrowhead indicates the time of the stimulation. C: simultaneously recorded {Delta}F/F in ROI 1 (solid lines) and ROI 2 (dashed lines) with the corresponding whole cell recordings in B. Each trace represents the average of 10 trials. D: {Delta}F/F from the whole FOV (ROI 3, "Wide Field") acquired from the same experiment shown in B and C. Each trace represents the average of 10 trials. {Delta}F/F was calculated similarly to the in vivo experiment (see METHODS). E: summary of the results for D (n = 3 slices). *P = 0.01, **P < 0.01.

 
Next, we compared the contribution of different types of intracellular activities [Ca2+ spikes, BPAPs, and excitatory postsynaptic potentials (EPSPs)] to the {Delta}F/F signal recorded from a single neuron and a population of neurons in vitro (Fig. 5). Here, we again used trains of three to four APs generated in a single identified pyramidal neuron (as shown in Fig. 4A) at a Supra-CF and a Sub-CF and we also evoked synaptic input to the tuft region by stimulating L1 with a weak pulse (~50 µA) using a theta-glass stimulating pipette (Fig. 5B). The stimulus strength was chosen by turning up the stimulus until a small electrical response (~1–5 mV) could be measured at the soma of one neuron. We refer to the Supra-CF stimulus as a "Ca2+ spike" (see DISCUSSION), the Sub-CF stimulus as "BPAPs," and the L1 stimulus as an EPSP. We showed that the L1 stimulus evoked a synaptically activated potential because bath application of kynurenic acid abolished the response (Fig. 5B, bottom traces). (Note: Ca2+ imaging data for this result with kynurenic acid are shown later in GoFig. 7 for comparison with the equivalent in vivo data.) The {Delta}F/F from a Ca2+ spike recorded in the same neuron was much larger than both the {Delta}F/F from BPAPs (Fig. 4) and a L1 stimulus-evoked EPSP (Fig. 5C). Furthermore, all three types of stimuli failed to evoke detectable {Delta}[Ca2+]i in a nearby region (ROI 2) away from the patched cell where other L5 neurons were loaded with OGB-1 AM. However, when the signal over the whole FOV (108 x 145 µm) was averaged (ROI 3, "Wide Field"), the EPSP evoked a proportionately larger {Delta}F/F compared with the ROI confined to a single dendrite (Fig. 5, D and E). This is probably explained by the fact that the L1 extracellular stimulus evoked an EPSP response in many different neuronal dendrites in the FOV because this response was blocked by addition of kynurenic acid (Fig. 7, B and C). Nonetheless, the {Delta}F/F measured from the whole FOV (ROI 3) during a Ca2+ spike in a single pyramidal neuron was still significantly larger than the response during BPAPs (normalized {Delta}F/F: 21.0 ± 15.5%, P = 0.01) or the population EPSP response from many neurons (normalized {Delta}F/F: 16.3 ± 4.4%, P < 0.01, n = 3 slices). This result indicates that even one Ca2+ spike from a population of dendrites can be easily detected.


Figure 6
View larger version (35K):
[in this window]
[in a new window]

 
FIG. 6. In vivo Ca2+ recordings from apical dendrites of L5 neurons with a single-fiber-bundle "periscope" approach. A: schematic diagram of the experiment with a single-fiber periscope system in vivo. A tungsten electrode was placed in L1 (left). Red squares (middle and right) show the area of the right-angled prism and the positions of ROI 1 and ROI 2 relative to the apical dendrite of a typical L5 pyramidal neuron shown schematically (green). B: Ca2+ recordings with the periscope. Left, middle, and right: {Delta}F/F for 4 trials measured in ROI 1, ROI 2, and the superposition of both regions, respectively. Top: control (red and light blue). Middle: after application of 1 mM kynurenic acid and 20 µM bicuculline (dark blue and pink). Bottom: after application of 1 mM Cd2+ (black and gray). Drugs were applied to the cortical surface. Arrowheads indicate time of stimulation to L1. C: averaged {Delta}F/F in ROI 1 (top) and ROI 2 (bottom) from B for 4 traces. Colors correspond to B. D: summary of the results for the effect of kynurenic acid with bicuculline and Cd2+ on the {Delta}F/F in ROI 1 (n = 8 rats, left; n = 4 rats, right). *P < 0.02, **P < 0.001.

 

Figure 7
View larger version (22K):
[in this window]
[in a new window]

 
FIG. 7. {Delta}F/F changes are predominantly due to postsynaptic Ca2+ influx in vivo and in vitro. A, top: schematic diagram of an in vivo experiment showing the tungsten extracellular stimulus electrode and the application of kynurenic acid to the cortical surface. Middle: {Delta}F/F evoked by weak L1 stimulation. Bottom: {Delta}F/F after application of kynurenic acid (1 mM) to L1. Traces represent the average of 20 trials. Arrowhead indicates the time of the stimulation to L1. A ROI was chosen in the upper portion of the FOV as in ROI 1 from Fig. 6. B, top: schematic diagram of in vitro experiment (see Fig. 5). Middle: weak L1 stimulus-evoked {Delta}F/F averaged in the whole FOV ("ROI"). Bottom: after bath application of kynurenic acid (1 mM). Traces represent the average of 10 trials. {Delta}F/F was calculated with the same method as the in vivo experiment (see METHODS). C: summary of the results for A and B (n = 3 rats for in vivo, n = 3 slices for in vitro; same slices used in Fig. 5). *P = 0.001, **P < 0.001.

 
Fiberoptic-based epifluorescence recording system

Having established that fluorescence signals can be recorded specifically from the tuft dendrites of populations of L5 pyramidal neurons in vitro using bolus loading in L5, we sought to develop an equivalent method for recording population fluorescence responses in vivo using a fiberoptic one-photon recording system (Fig. 1; see METHODS). We used two basic approaches: 1) a single-fiber-bundle epifluorescence system (Fig. 1, A and C), where illumination and detection were achieved through the same fiber bundle, and 2) two two-fiber systems, where a single optical fiber was used for illumination and a fiber bundle used for detecting fluorescence (Fig. 1, B, D, and E). To confine illumination to the upper layers of the cortex we used a "periscope" fiber using a prism with a 90° angle (Fig. 1, C, D, and F) or an obliquely oriented (20° angle) fiber for the noninvasive version (Fig. 1, E and G).

Using the single-fiber-bundle periscope approach (Fig. 1, A and C, type A; see METHODS), we achieved a side-on view of the upper 685 µm of the cortex equivalent to the in vitro slice perspective (Fig. 6A). We could choose the ROI that exclusively covered the tuft dendrites (Fig. 6A, ROI 1) or predominantly covered the apical dendritic shafts (Fig. 6A, ROI 2).

Ca2 + signals recorded from the dendritic tuft region with the fiberoptic-based recording system in anesthetized rats

Under urethane anesthesia, as shown in Fig. 6B, a strong L1 stimulus (~1 mA) with a tungsten electrode similar to that used in vitro (Fig. 3) evoked a similar-sized {Delta}F/F response in vivo (peak amplitude of {Delta}F/F in vitro, 0.11 ± 0.01, n = 3 slices vs. in vivo, 0.083 ± 0.02, n = 8 rats, P = 0.13, unpaired t-test). We used a single extracellular stimulus pulse to L1 both in vitro and in vivo. The in vitro data (taken from the same experiments shown in Fig. 3) were calculated using the whole FOV for the ROI and no background subtraction for comparison with the in vivo data. This shows that the fiberoptic-based periscope system in vivo is equivalent to the conventional epifluorescence recording system used in vitro.

In addition, a spontaneously fluctuating {Delta}F/F signal (average, 1.2 ± 0.2 Hz; range, 0.78–1.6 Hz, n = 8 rats) was observed in vivo (Fig. 6B), which was absent in vitro. The spontaneously fluctuating signal was much smaller than the L1 stimulus-evoked {Delta}F/F signal. The extracellularly evoked fluorescence transient reached peak within 100 ms of the stimulus and decayed toward baseline within 1 s of the peak (Fig. 6C). Surprisingly, the addition of kynurenic acid and bicuculline [to block glutamate and {gamma}-aminobutyric acid type A (GABAA) receptors] to the cortical surface led to a significant increase (normalized {Delta}F/F: 142.7 ± 36.2%, P < 0.02, n = 8 rats) in the evoked signal (Fig. 6, BD). This would be consistent with direct activation of the dendrite by the strong stimulus and reduced dendritic inhibition (Pérez-Garci et al. 2006Go). All responses were blocked in the upper ROI (ROI 1) when Cd2+ was added to the cortical surface above the craniotomy (normalized {Delta}F/F: 2.55 ± 3.0%, P < 0.001, n = 4 rats; Fig. 6D, right) but initially there was no effect in the lower region (ROI 2; Fig. 6, B and C). With extended application of Cd2+ for >1 h, the ROI 2 signal was also eventually abolished (n = 4; data not shown). Thus the spontaneously fluctuating {Delta}F/F signal was due to voltage-sensitive Ca2+ channel activity—not, for instance, due to tissue movement caused by cardiovascular pulsations.

The evoked signal shown in Fig. 6 resulted from strong stimulation of L1 that was used to produce a large dendritic signal suitable for comparison of the different fiber recording methods. For a more precise estimation of the presynaptic component of the fluorescence signal, we used a weak stimulus of L1 to avoid direct stimulation of the dendrite before and after the addition of kynurenic acid in vivo (Fig. 7A) and in vitro (Fig. 7B). Here we found a significant reduction of the fluorescence response (normalized {Delta}F/F: 14.7 ± 5.2%, P = 0.001, n = 3 rats) after the addition of kynurenic acid for in vivo experiments (Fig. 7, A and C). Because the evoked signal after blocking glutamatergic transmission was smaller than the spontaneously fluctuating {Delta}F/F, we assume that presynaptic Ca2+ influx was a very small component (<10%) of the fluorescence signal. We also found the same result in vitro using a similar stimulus to L1. Here, the stimulus evoked an EPSP that was 1–5 mV when measured at the soma (see Fig. 5). As shown in Fig. 7, B and C, the {Delta}F/F signal averaged over the whole FOV after L1 stimulus was significantly reduced (normalized {Delta}F/F: 16.3 ± 4.4%, P < 0.001, n = 3 slices; the values were estimated from the same data set in Fig. 5, D and E) by the application of kynurenic acid. Taken together, we conclude that the method detects predominantly postsynaptic Ca2+ changes.

The spontaneously fluctuating {Delta}F/F signal might have been due to synaptic input to the tuft or to other influences such as BPAPs. Two lines of evidence already suggested that this activity was not synaptic: 1) it was not altered by the addition of blockers of synaptic transmission (Fig. 6) and 2) it was greatest in the lower ROI where there would be less dendritic surface area and therefore fewer synaptic inputs (Fig. 6). We measured the spontaneously fluctuating {Delta}F/F signal by creating histograms of the deviation from the median value in a 5-s window. The average fluctuation was taken as the width of a Gaussian fit to the histogram using the equation: y0 = A exp{–[(x – x0)/width]2}, where y0 is baseline, A is amplitude, x0 is peak position, and width is 2{sigma}. With glutamate and GABAA receptors blocked, we applied TTX first to L1 by the cortical surface and then puffed into L5 (Fig. 8A). Whereas the addition of TTX to L1 almost completely abolished the evoked dendritic {Delta}F/F signal (normalized {Delta}F/F: 9.3 ± 7.9%, P = 0.002, n = 3 rats; Fig. 8, B and C), it did not significantly affect the fluctuating {Delta}F/F signal before and after the stimulus (normalized change in fluctuation width: 78.4 ± 9.8%, P = 0.063, n = 3 rats; Fig. 8B). On the other hand, TTX puffed into L5 significantly reduced the fluctuating {Delta}F/F signal (normalized change in fluctuation width: 32.3 ± 6.0%, P < 0.05, n = 3 rats; Fig. 8, BE), consistent with the hypothesis that this activity was mostly generated by BPAPs. Cd2+ applied to the cortical surface blocked the fluctuating {Delta}F/F signal (Fig. 6) and we assume that cortically applied TTX affects a similar region. Because TTX only partially reduced the {Delta}F/F signal in this region we assume BPAPs were only partially blocked. This might happen if there was still some passive spread of BPAPs from the edge of the TTX-affected region, which itself was quite superficial. On the other hand, TTX to L5 would be expected to abolish AP initiation in most L5 pyramidal neurons. The effect of application of TTX to L1 on the evoked response is most likely due to a block of the initial Na+ component of dendritic Ca2+ spikes (Larkum et al. 2001Go) because synaptic transmission was already blocked. Given that our main aim was to establish that the method can be used for recording dendritic Ca2+ signals, we did not pursue this question any further.


Figure 8
View larger version (32K):
[in this window]
[in a new window]

 
FIG. 8. Contribution of Na+ channels to the dendritic Ca2+ signal in vivo. A: schematic diagram of the experiment. Tetrodotoxin (TTX) was applied to L1 via the cortical surface (left) and to L5 via a patch pipette (right). B: typical effect of TTX on {Delta}F/F with application of TTX to L1 and L5. Arrowhead indicates the time of the stimulus to L1. Top: kynurenic acid (1 mM) and bicuculline (20 µM) were applied to L1 (control). Middle: TTX (1 µM) to L1. Bottom: TTX to L5. C, top: averaged {Delta}F/F in kynurenic acid and bicuculline (black) and TTX (gray) to L1. Bottom: summary of the effect of TTX to L1 on peak amplitude of {Delta}F/F signal (n = 3 rats). D: Gaussian distribution of fluorescent fluctuations made from the fluorescence signals in B (see text). E: normalized peak width was determined from the Gaussian distribution (D) for 3 rats to compare the spontaneously fluctuating {Delta}F/F signal in control conditions, after application of TTX to L1 and to L5. *P < 0.05, **P = 0.002.

 
Next, we used a second method (type B-1; see METHODS) with an optic-fiber bundle for recording from neurons with a single fiber and a 90°-angled prism for illumination (Fig. 9A) as described in Fig. 1. This system achieved a better signal-to-noise ratio (Fig. 9B) and could be used to search for {Delta}F/F signals in a circular area of the cortical surface with a diameter 155 µm. In these experiments, with the fiber bundle placed directly over the bolus-loading site, signals were approximately the same in amplitude in all regions of the FOV (Fig. 9B). As in the experiments with the periscope single-fiber bundle (Fig. 6), addition of kynurenic acid and bicuculline led to larger Ca2+ fluorescence responses with L1 stimulus (normalized {Delta}F/F: 160.3 ± 6.4%, P < 0.005, n = 3 rats), which were blocked by addition of Cd2+ to the surface of the brain (normalized {Delta}F/F: 2.5 ± 2.2%, P < 0.001, n = 3 rats; Fig. 9, C and D). Similar to the single-fiber-bundle periscope approach (Fig. 7A), the L1 stimulus-evoked {Delta}F/F signal was significantly reduced by application of kynurenic acid (Supplemental Fig. 1).


Figure 9
View larger version (37K):
[in this window]
[in a new window]

 
FIG. 9. In vivo Ca2+ recordings with a two-fiber system. A: schematic diagram of the experiment with a two-fiber system. Fiber with a x4.4 microobjective and single-core fiber with a prism were used for recording and illuminating, respectively. Inset: image of a grid slide for calibration taken with the fiber. One box has a dimension of 25 x 25 µm. B: typical {Delta}F/F signals taken with the system. Numbers (1–5) of ROIs in the FOV (left) correspond to those in the traces (right). Bottom trace: superposition of all ROIs. Arrowhead indicates time of stimulation to L1. C: effect of kynurenic acid with bicuculline and Cd2+ on the {Delta}[Ca2+]i. Top: typical {Delta}F/F in ROI 2, evoked by L1 stimulation. Middle: after application of kynurenic acid (1 mM) and bicuculline (20 µM) to L1. Bottom: after application of Cd2+ (1 mM) to L1. D: summary of the results for C (n = 3 rats). *P = 0.005, **P < 0.001.

 
Finally, we used a third noninvasive recording method (type B-2) with an oblique optical fiber for illuminating neurons as described in Fig. 1E. This provided both an alternative method involving no damage to the cortex and a means to assess the importance of damage by comparison with the periscope data. We successfully recorded stimulus-evoked {Delta}F/F signals that were blocked by application of Cd2+ (n = 3 rats; Supplemental Fig. 2). Stimulus-evoked {Delta}F/F signals could even be recorded through the dura mater (n = 3 rats; data not shown), which would be advantageous for chronic recordings.

Insertion of the prism into the cortex involves some damage that may change important aspects of the signals. We examined the extent of damage from the periscope method in three ways. First, slices were made from brains that had been previously damaged with insertion of the periscope. We recorded from cells (n = 4) whose apical dendrites were close enough to the prism to be affected by the periscope damage and from cells (n = 5) too far away (>300 µm) to be significantly affected (Supplemental Fig. 3, A and B). Neurons in regions near to the prism face and far away had normal resting membrane potentials (near: –70.8 ± 5 mV, n = 5 cells; far: –73.1 ± 2.2 mV, n = 4 cells; Supplemental Fig. 3D). Moreover, the distal dendrites showed typical supralinear influx of Ca2+ in response to Supra-CF trains of APs (Supplemental Fig. 3C), indicating that the mechanisms for regenerative Ca2+ entry into the tuft were still intact. [Note: we also recorded from three cells that were directly under the damaged area ("underneath").] The tuft dendritic arborizations in these neurons appeared to have more or less returned to their original position in the area previously occupied by the prism, their morphology appeared partially restored and the resting membrane potentials were normal (–71.6 ± 3.3 mV, n = 3 cells; Supplemental Fig. 3C). We did not measure the response to Supra-CF trains for this group because their dendrites would not contribute to the signal recorded by the periscope. This highlights the relative robustness of dendrites in the cortex. Second, we recorded stimulus-evoked {Delta}F/F signals with the periscope from anesthetized rats in vivo using specific local illumination with a 125-µm fiber (100-µm core diameter) inserted next to and 200 and 400 µm from the face of the microprism. As expected, illumination near the prism face gave larger signals but we still found a substantial contribution from regions further away (Supplemental Fig. 4). There were no apparent differences in the time course of the responses and nothing that would indicate a pathological response from the area close to the periscope face. Finally, we recorded L1 stimulus-evoked {Delta}F/F signals in vivo with the periscope system after previous recordings using the noninvasive recording system in the same animals. The amplitude and time course of {Delta}F/F signals acquired with both systems were similar to each other (normalized {Delta}F/F with periscope system, 107 ± 30% of noninvasive system, n = 3 rats; data not shown). In all the tests used to assess the effect of damage using the periscope, both in vivo and in vitro, we could not detect any significant differences to undamaged tissue. Nonetheless it may be advisable to check this with the noninvasive approach where possible.

Dendritic Ca2+ signals in freely moving rats

To demonstrate that the recording technique introduced here is feasible and easy to implement for experiments with awake, freely moving animals, we developed a system for rigidly attaching the periscope to the brain using a periscope holder that consisted of a base and post components (Fig. 10A). Surgery was performed on the rats 2 days in advance under isoflurane anesthesia to prepare the region of the skull intended for the periscope holder. Local anesthesia (lidocaine) and an analgesic (buprenorphine) were given over this period. On the day of the experiments a small craniotomy was made and the AM dye injected. Immediately after the injection, the base was fixed on the skull with dental cement and three anchoring screws. The post was then fixed on the base with dental cement. Last, the periscope was inserted into the brain through the post and then fixed rigidly with a screw.


Figure 10
View larger version (27K):
[in this window]
[in a new window]

 
FIG. 10. Dendritic Ca2+ recordings in freely moving rats. A: picture (left) and schematic diagram (right) of optical fiber holder for freely moving animals. B: schematic diagram of nose position of freely moving rat in arena (38 x 27 cm). Position was shown as circles with time stamp (0–5 s) after starting the recording. C: dendritic Ca2+ recordings during freely moving (top) and still (bottom) behaviors. D: schematic diagram of whisker stimulation of freely moving rat. Single air puff (100-ms duration) by a plastic tube was applied to the left whiskers as stimulation while rat was still. E: whisker-stimulation–evoked dendritic Ca2+ signals in D. Top: {Delta}F/F signal in single trial of the stimulation. Middle: averaged {Delta}F/F signal (10 trials). Bottom: averaged {Delta}F/F signal (10 trials) without the whisker stimulation. Horizontal black bar and arrowhead indicate the duration and onset of the air puff. {Delta}F/F signals were sampled at 100 Hz.

 
While the rats were still deeply anesthetized with isoflurane they were transferred to the arena for behavioral observation (37 x 27 cm) and the effects of the anesthetic allowed to wear off. In all freely moving rats (n = 3), we obtained stable dendritic Ca2+ signal recordings with the periscope recording system (type A) with normal (10 Hz; data not shown) and high-speed (100 Hz) sampling rates while the rat was moving in the arena (Fig. 10, B and C). Moreover, whisker-stimulation–evoked {Delta}F/F signals could be recorded after an air puff (100-ms duration) was applied to whiskers, even without averaging signals (Fig. 10, D and E). The whisker-stimulus–evoked signal and the fluctuating background signals were blocked by application of Cd2+ to the brain surface (normalized {Delta}F/F: 7.4 ± 5.2%, P < 0.002 for evoked signals; normalized {Delta}F/F: 43.2 ± 0.7%, P < 0.001 for fluctuating signals, n = 3 rats for each experiment; Fig. 11, AD), demonstrating that these signals are due to neuronal activities and that under normal circumstances movement artifacts were not important. This last configuration also demonstrated the feasibility of performing pharmacological manipulations in the freely moving preparation.


Figure 11
View larger version (32K):
[in this window]
[in a new window]

 
FIG. 11. Cadmium blocks stimulus-evoked and fluctuating {Delta}F/F signals from the freely moving animal. A: schematic diagram of the optical fiber holder for Cd2+ application to surface of the brain during freely moving behavior. A single core fiber (core diameter of 440 µm) was attached to the periscope. B: dendritic Ca2+ recordings during freely moving behavior (top) and after application of Cd2+ (bottom). Arrowhead indicates the timing of the whisker stimulation. C: Gaussian distribution of fluorescent fluctuations made from the {Delta}F/F signals in B. peaks were aligned at 0 for comparison of the widths (see following text). D: normalized peak width was determined from the Gaussian distribution (C) for 3 rats to compare the spontaneously fluctuating {Delta}F/F signal in freely moving behavior, before and after application of Cd2+ to surface of the brain. E: normalized peak amplitude of whisker-stimulation–evoked {Delta}F/F signal before and after the application of Cd2+. *P < 0.002, **P < 0.001. {Delta}F/F signals were sampled at 100 Hz.

 
To measure the effect of movement on the signals recorded with the freely moving system we mechanically gyrated the whole head and body of the rat under isoflurane anesthesia with a frequency of about 2.5–230 Hz using a benchtop stirrer (for 2.5–40 Hz; IKA-VIBRAX VXR; IKA Werke, Staufen, Germany) to gyrate the whole rat and an electric fan (for 230 Hz, Arctic Fan 8; Scythe, Tokyo, Japan) coupled to a plastic tube to vibrate the head about 1 mm. Here, there were no significant changes (P = 0.89 for 2.5 Hz, P = 0.48 for 20 Hz, P = 0.67 for 40 Hz, P = 0.60 for 230 Hz, n = 3 rats for each frequency), indicating that there was no additional signal due to movement (Supplemental Fig. 5).

Because this was primarily a study for the feasibility of freely moving recordings we chose not to try to interpret the data from the freely moving experiments in terms of correspondence to behavior other than the test for movement artifacts and the whisker-stimulation experiments.


    DISCUSSION
 TOP
 ABSTRACT
 INTRODUCTION
 METHODS
 RESULTS
 DISCUSSION
 GRANTS
 ACKNOWLEDGMENTS
 REFERENCES
 
We have presented a new method for recording fluorescence signals directly from the apical dendrites of L5 neocortical pyramidal neurons in freely moving animals. The main features of this method are: 1) loading of dendrites in the upper cortical layers by bolus application of a membrane-permeant dye to the cell bodies in L5 (Kerr et al. 2005Go) and 2) the use of a "periscope" system–a fiberoptic-based microendoscope—to record Ca2+ changes in the apical dendrites of populations of L5 neocortical pyramidal neurons in vivo. The major advantages of our approach are that it is easy to implement, is cost-effective, and provides signals from populations of dendrites that match in vitro recordings in terms of signal to noise. The major disadvantage of this approach is that it is difficult to resolve single dendrites.

We based our method on similar fiberoptic approaches used before to record calcium changes in neurons in anesthetized (Kudo et al. 1992Go) and freely moving animals (Adelsberger et al. 2005Go; Duff and Schmidt 2000Go). Of particular importance was the approach taken by Adelsberger et al. (2005)Go who used laser illumination and a photomultiplier to record with a single core fiber ("optrode") from cortical neurons in resting newborn mice. We also found that the optrode approach gave better signals than the fiber bundle and appears to be a good strategy for maximizing signal to noise. Another advantage of the optrode approach is that it allows thinner and more flexible fibers to be used. However, we found that added stiffness of the fiber bundle did not noticeably restrict the movement of the rats. Ferezou et al. (2006)Go were able to increase the flexibility of a fiber bundle by removing the cladding.

A key element of the method described herein is the use of a microprism (Bird and Gu 2003Go) for right-angled illumination (Duff and Schmidt 2000Go) of the upper cortical layers, ensuring that virtually all fluorescence changes measured are due to {Delta}[Ca2+]i in the apical dendrites of L5 pyramidal cells. The method is particularly suited to record responses from populations of dendrites from a particular cortical area or column for which there is no satisfactory equivalent electrical recording method at present. It would also be relatively simple to combine with other approaches, such as whole cell recordings (Ferezou et al. 2006Go) or extracellular recordings (Kudo et al. 1992Go) to simultaneously monitor firing activity of neurons in deep layers with the Ca2+ changes in upper layers. Although in principle high enough to image single dendrites, the resolution of the fiber bundle is compromised to some extent by light scattering and by the fact that the underlying structures (apical tuft dendrites) are very overlapping. We found that using a fiber above the cortex resulted in a homogeneous signal from all locations, whereas the side-on method allowed us to resolve the tuft and the shaft regions, which may be important to determine the origin of dendritic signals (e.g., backpropagating vs. locally initiated). We chose to record signals with acquisition rates between 10 and 100 Hz. Large Ca2+ signals in the dendrites of L5 pyramidal cells are generally slow using high-affinity dyes and can therefore be adequately captured within this range of temporal resolution (Helmchen et al. 1996Go, 1999Go).

We presented two main techniques for viewing the dendrites either side-on (type A; see METHODS) or from above the cortex (type B). Signals were slightly better with the second approach from above the cortex, although the side-on approach had the advantage that signals could be recorded at different cortical depths. The use of a microprism-based illumination system requires insertion of a small prism (500 x 500 µm at the base) into the cortex. This procedure caused some damage to the cortex but L5 neurons still had normal resting membrane potentials and were apparently normal in their dendritic properties after the in vivo damage with the periscope (Supplemental Fig. 3). Nonetheless, this damage may be an important issue for long-term recordings in living animals. We showed that similar recordings could be made without tissue damage using an obliquely orientated illumination fiber. In cases where damage may be important, we suggest comparison of the signals produced using both methods.

This study combined the use of in vitro with in vivo recordings to ascertain the source of Ca2+ responsible for the fluorescence changes. This combined approach proved of particular importance for correlating fluorescence changes to intracellular activity. We evoked suprathreshold dendritic Ca2+ activity using strong extracellular stimulus of L1 and Supra-CF BPAPs. Supra-CF trains of BPAPs have been shown to activate the same voltage-gated Ca2+ channels that are activated during a dendritic Ca2+ spike (Pérez-Garci et al. 2006Go). For this reason, we treated the dendritic fluorescence signal recorded under these conditions as equivalent to dendritic Ca2+ spikes.

The data point to the following conclusions. 1) Ca2+ signals were nearly exclusively postsynaptic with little or no contribution from the neuropil because the dendrites of L5 neurons were the only fluorescent elements in the upper layers (Fig. 1), as already indicated by Kerr et al. (2005)Go. 2) The Ca2+ influx accompanying EPSPs did not contribute much to the fluorescence signal (Figs. 5 and 6). This is consistent with studies in L2/3 neocortical pyramidal neurons (Garaschuk et al. 2006Go; Waters et al. 2003Go). 3) On the other hand, it is likely that Ca2+ spikes are easily detectable in the population signal even when they occur in only a single dendrite as was shown in vitro (Fig. 5). 4) The spontaneously fluctuating {Delta}F/F signal appeared to be periodic with a frequency of 1.2 ± 0.2 Hz (range: 0.78–1.6 Hz). The amplitude of the signal was small compared with the extracellular stimulus-evoked {Delta}F/F signal and was probably caused by BPAPs in L5 pyramidal neurons. We concluded this because a) the spontaneously fluctuating signal was greatest in the lower part of the FOV (lower L3 and L4) where there would be less dendritic surface area and therefore fewer synaptic inputs but bigger BPAPs (Fig. 6), b) it was suppressed by local application of TTX to L5 but not L1 (Fig. 8), and c) it was not changed significantly by addition of blockers of synaptic transmission (Figs. 6 and 8). On the other hand, the signals were blocked by Cd2+ applied in a similar manner (Fig. 6), indicating that the spontaneously fluctuating signal was not due to tissue movement. Last, we hypothesize that there is a tonic inhibitory suppression of dendritic Ca2+ activity that can be relieved by application of bicuculline, a GABAA-receptor antagonist. Stimulus-evoked inhibition of dendritic Ca2+ influx has been observed in vitro (Kim et al. 1995Go; Pérez-Garci et al. 2006Go; Tsubokawa and Ross 1996Go) and in vivo (Buzsáki et al. 1996Go).

We showed that the in vivo fiberoptic system is easy to implement in freely moving animals (Fig. 10). We chose not to try to interpret the signals in terms of behavior in this study, although we were able to show responses to whisker stimulus demonstrating that the signals are biological in origin. Interpretation of these kinds of experiments can present difficulties in terms of signal averaging and controlling the number of free parameters, although we were able to record significant signals on single trials that were blocked with Cd2+, indicating that they were due to changes in [Ca2+]i. In the case of whisker-stimulation–evoked dendritic {Delta}[Ca2+]i (Fig. 10E), the averaged data were more or less identical to those of single trials. Also encouraging was the fact that movement artifacts do not appear to be a significant problem using this method, which may present some advantage over a two-photon freely moving approach for certain behavioral experiments (Helmchen et al. 2001Go). Thus we are confident that it will be possible to analyze {Delta}F/F signals without any averaging using this fiberoptic system.

In summary, we have presented a novel in vivo method for monitoring dendritic Ca2+ in the distal dendrites of populations of L5 pyramidal neurons in the neocortex. This method is straightforward and easy to implement in vivo and even in the freely moving animal, and should also be easy to combine with other experimental methods such as electrophysiological recordings.


    GRANTS
 TOP
 ABSTRACT
 INTRODUCTION
 METHODS
 RESULTS
 DISCUSSION
 GRANTS
 ACKNOWLEDGMENTS
 REFERENCES
 
This work was supported by Swiss National Science Foundation Grant PP00A-102721/1.


    ACKNOWLEDGMENTS
 TOP
 ABSTRACT
 INTRODUCTION
 METHODS
 RESULTS
 DISCUSSION
 GRANTS
 ACKNOWLEDGMENTS
 REFERENCES
 
We thank F. Helmchen, J. Kerr, C. Petersen, T. Nevian, and T. Berger for helpful comments on the manuscript.


    FOOTNOTES
 
The costs of publication of this article were defrayed in part by the payment of page charges. The article must therefore be hereby marked "advertisement" in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

1 The online version of this article contains supplemental data. Back

Address for reprint requests and other correspondence: M. Larkum, Institute of Physiology, University of Bern, Bühlplatz 5, CH-3012 Bern, Switzerland (E-mail: larkum{at}pyl.unibe.ch)


    REFERENCES
 TOP
 ABSTRACT
 INTRODUCTION
 METHODS
 RESULTS
 DISCUSSION
 GRANTS
 ACKNOWLEDGMENTS
 REFERENCES
 
Adelsberger H, Garaschuk O, Konnerth A. Cortical calcium waves in resting newborn mice. Nat Neurosci 8: 988–990, 2005.[CrossRef][Web of Science][Medline]

Augustine GJ, Santamaria F, Tanaka K. Local calcium signaling in neurons. Neuron 40: 331–346, 2003.[CrossRef][Web of Science][Medline]

Baker BJ, Kosmidis EK, Vucinic D, Falk CX, Cohen LB, Djurisic M, Zecevic D. Imaging brain activity with voltage- and calcium-sensitive dyes. Cell Mol Neurobiol 25: 245–282, 2005.[CrossRef][Web of Science][Medline]

Bird D, Gu M. Two-photon fluorescence endoscopy with a micro-optic scanning head. Optics Lett 28: 1552–1554, 2003.[Web of Science][Medline]

Buzsáki G, Penttonen M, Nadasdy Z, Bragin A. Pattern and inhibition-dependent invasion of pyramidal cell dendrites by fast spikes in the hippocampus in vivo. Proc Natl Acad Sci USA 93: 9921–9925, 1996.[Abstract/Free Full Text]

Cauller L. Layer I of primary sensory neocortex: where top-down converges upon bottom-up. Behav Brain Res 71: 163–170, 1995.[CrossRef][Web of Science][Medline]

Cauller LJ, Kulics AT. The neural basis of the behaviorally relevant N1 component of the somatosensory-evoked potential in SI cortex of awake monkeys—evidence that backward cortical projections signal conscious touch sensation. Exp Brain Res 84: 607–619, 1991.[Web of Science][Medline]

Cuche E, Bevilacqua F, Depeursinge C. Digital holography for quantitative phase-contrast imaging. Optics Lett 24: 291–293, 1999.[CrossRef][Web of Science][Medline]

Duff DM, Schmidt JJ. In vivo spectrometric calcium flux recordings of intrinsic caudate-putamen cells and transplanted IMR-32 neuroblastoma cells using miniature fiber optrodes in anesthetized and awake rats and monkeys. J Neurosci Methods 99: 9–23, 2000.[CrossRef][Web of Science][Medline]

Ferezou I, Bolea S, Petersen CCH. Visualizing the cortical representation of whisker touch: voltage-sensitive dye imaging in freely moving mice. Neuron 50: 617–629, 2006.[CrossRef][Web of Science][Medline]

Flusberg BA, Cocker ED, Piyawattanametha W, Jung JC, Cheung EL, Schnitzer MJ. Fiber-optic fluorescence imaging. Nat Methods 2: 941–950, 2005.[CrossRef][Web of Science][Medline]

Froemke RC, Kumar VS, Czkwianianc P, Yuste R. Analysis of multineuronal activation patterns from calcium-imaging experiments in brain slices. Trends Cardiovasc Med 12: 247–252, 2002.[CrossRef][Web of Science][Medline]

Garaschuk O, Milos RI, Grienberger C, Marandi N, Adelsberger H, Konnerth A. Optical monitoring of brain function in vivo: from neurons to networks. Pfluegers Arch 453: 385–396, 2006.[CrossRef][Web of Science][Medline]

Göbel W, Kerr JN, Nimmerjahn A, Helmchen F. Miniaturized two-photon microscope based on a flexible coherent fiber bundle and a gradient-index lens objective. Optics Lett 29: 2521–2523, 2004.[CrossRef][Web of Science][Medline]

Helmchen F, Fee MS, Tank DW, Denk W. A miniature head-mounted two-photon microscope. High-resolution brain imaging in freely moving animals. Neuron 31: 903–912, 2001.[CrossRef][Web of Science][Medline]

Helmchen F, Imoto K, Sakmann B. Ca2+ buffering and action potential-evoked Ca2+ signaling in dendrites of pyramidal neurons. Biophys J 70: 1069–1081, 1996.[Web of Science][Medline]

Helmchen F, Svoboda K, Denk W, Tank DW. In vivo dendritic calcium dynamics in deep-layer cortical pyramidal neurons. Nat Neurosci 2: 989–996, 1999.[CrossRef][Web of Science][Medline]

Hirano M, Yamashita Y, Miyakawa A. In vivo visualization of hippocampal cells and dynamics of Ca2+ concentration during anoxia: feasibility of a fiber optic plate microscope system for in vivo experiments. Brain Res 732: 61–68, 1996.[CrossRef][Web of Science][Medline]

Ikeda M, Matsushita A. Reflectance of rat-brain structures mapped by an optical fiber technique. J Neurosci Methods 2: 9–17, 1980.[CrossRef][Web of Science][Medline]

Jung JC, Mehta AD, Aksay E, Stepnoski R, Schnitzer MJ. In vivo mammalian brain imaging using one- and two-photon fluorescence microendoscopy. J Neurophysiol 92: 3121–3133, 2004.[Abstract/Free Full Text]

Kerr JN, Greenberg D, Helmchen F. Imaging input and output of neocortical networks in vivo. Proc Natl Acad Sci USA 102: 14063–14068, 2005.[Abstract/Free Full Text]

Kim HG, Beierlein M, Connors BW. Inhibitory control of excitable dendrites in neocortex. J Neurophysiol 74: 1810–1814, 1995.[Abstract/Free Full Text]

Kim HG, Connors BW. Apical dendrites of the neocortex: correlation between sodium- and calcium-dependent spiking and pyramidal cell morphology. J Neurosci 13: 5301–5311, 1993.[Abstract]

Kudo Y, Akita K, Nakamura T, Ogura A, Makino T, Tamagawa A, Ozaki K, Miyakawa A. A single optical fiber fluorometric device for measurement of intracellular Ca2+ concentration: its application to hippocampal neurons in vitro and in vivo. Neuroscience 50: 619–625, 1992.[CrossRef][Web of Science][Medline]

Lamme VAF, Super H, Spekreijse H. Feedforward, horizontal, and feedback processing in the visual cortex. Curr Opin Neurobiol 8: 529–535, 1998.[CrossRef][Web of Science][Medline]

Larkum ME, Kaiser KM, Sakmann B. Calcium electrogenesis in distal apical dendrites of layer 5 pyramidal cells at a critical frequency of back-propagating action potentials. Proc Natl Acad Sci USA 96: 14600–14604, 1999a.[Abstract/Free Full Text]

Larkum ME, Senn W, Lüscher H-R. Top-down dendritic input increases the gain of layer 5 pyramidal neurons. Cereb Cortex 14: 1059–1070, 2004.[Abstract/Free Full Text]

Larkum ME, Zhu JJ, Sakmann B. A new cellular mechanism for coupling inputs arriving at different cortical layers. Nature 398: 338–341, 1999b.[CrossRef][Medline]

Larkum ME, Zhu JJ, Sakmann B. Dendritic mechanisms underlying the coupling of the dendritic with the axonal action potential initiation zone of adult rat layer 5 pyramidal neurons. J Physiol 533: 447–466, 2001.[Abstract/Free Full Text]

Llinás RR, Leznik E, Urbano FJ. Temporal binding via cortical coincidence detection of specific and nonspecific thalamocortical inputs: a voltage-dependent dye-imaging study in mouse brain slices. Proc Natl Acad Sci USA 99: 449–454, 2002.[Abstract/Free Full Text]

Olson IR, Chun MM, Allison T. Contextual guidance of attention—human intracranial event-related potential evidence for feedback modulation in anatomically early, temporally late stages of visual processing. Brain 124: 1417–1425, 2001.[Abstract/Free Full Text]

Pérez-Garci E, Gassmann M, Bettler B, Larkum ME. The GABAB1b isoform mediates long-lasting inhibition of dendritic Ca2+ spikes in layer 5 somatosensory pyramidal neurons. Neuron 50: 603–616, 2006.[CrossRef][Web of Science][Medline]

Poe GR, Rector DM, Harper RM. Hippocampal reflected optical-patterns during sleep and waking states in the freely behaving cat. J Neurosci 14: 2933–2942, 1994.[Abstract]

Rector D, Harper R. Imaging of hippocampal neural activity in freely behaving animals. Behav Brain Res 42: 143–149, 1991.[Web of Science][Medline]

Schiller J, Schiller Y, Stuart G, Sakmann B. Calcium action potentials restricted to distal apical dendrites of rat neocortical pyramidal neurons. J Physiol 505: 605–616, 1997.[Abstract/Free Full Text]

Stosiek C, Garaschuk O, Holthoff K, Konnerth A. In vivo two-photon calcium imaging of neuronal networks. Proc Natl Acad Sci USA 100: 7319–7324, 2003.[Abstract/Free Full Text]

Svoboda K, Denk W, Kleinfeld D, Tank DW. In vivo dendritic calcium dynamics in neocortical pyramidal neurons. Nature 385: 161–165, 1997.[CrossRef][Medline]

Tsubokawa H, Ross WN. IPSPs modulate spike backpropagation and associated [Ca2+]i changes in the dendrites of hippocampal CA1 pyramidal neurons. J Neurophysiol 76: 2896–2906, 1996.[Abstract/Free Full Text]

Waters J, Larkum M, Sakmann B, Helmchen F. Supralinear Ca2+ influx into dendritic tufts of layer 2/3 neocortical pyramidal neurons in vitro and in vivo. J Neurosci 23: 8558–8567, 2003.[Abstract/Free Full Text]

Williams SR, Stuart GJ. Mechanisms and consequences of action potential burst firing in rat neocortical pyramidal neurons. J Physiol 521: 467–482, 1999.[Abstract/Free Full Text]




This article has been cited by other articles:


Home page
J. Neurophysiol.Home page
J. C. H. Cottam
Identifying the Functional Role of Martinotti Cells in Cortical Sensory Processing
J Neurophysiol, July 1, 2009; 102(1): 9 - 11.
[Abstract] [Full Text] [PDF]


This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Supplemental Figures
Right arrow All Versions of this Article:
98/3/1791    most recent
00082.2007v1
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in ISI Web of Science
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via ISI Web of Science (2)
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Murayama, M.
Right arrow Articles by Larkum, M. E.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Murayama, M.
Right arrow Articles by Larkum, M. E.


HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
Visit Other APS Journals Online
Copyright © 2007 by the The American Physiological Society.