This protocol investigates the brain-behavior relationship in hippocampal CA1 in mice navigating an odor plume. We provide a step-by-step protocol, including surgery to access imaging of the hippocampus, behavioral training, miniscope GCaMP6f recording and processing of the brain, and behavioral data to decode the mouse position from ROI neural activity.
Mice navigate an odor plume with a complex spatiotemporal structure in the dark to find the source of odorants. This article describes a protocol to monitor behavior and record Ca2+ transients in dorsal CA1 stratum pyramidale neurons in the hippocampus (dCA1) in mice navigating an odor plume in a 50 cm x 50 cm x 25 cm odor arena. An epifluorescence miniscope focused through a gradient-index (GRIN) lens imaged Ca2+ transients in dCA1 neurons expressing the calcium sensor GCaMP6f in Thy1-GCaMP6f mice. The paper describes the behavioral protocol to train the mice to perform this odor plume navigation task in an automated odor arena. The methods include a step-by-step procedure for the surgery for GRIN lens implantation and baseplate placement for imaging GCaMP6f in CA1. The article provides information on real-time tracking of the mouse position to automate the start of the trials and delivery of a water reward. In addition, the protocol includes information on using an interface board to synchronize metadata describing the automation of the odor navigation task and frame times for the miniscope and a digital camera tracking mouse position. Moreover, the methods delineate the pipeline used to process GCaMP6f fluorescence movies by motion correction using the NorMCorre algorithm followed by identification of regions of interest with EXTRACT. Finally, the paper describes an artificial neural network approach to decode spatial paths from CA1 neural ensemble activity to predict mouse navigation of the odor plume.
Although significant progress has been made in understanding neural circuits involved in olfactory navigation in head-fixed mice1,2,3 and navigation strategies in freely moving mice4,5,6,7,8, the role of neural circuits in ethologically relevant freely moving navigation of turbulent odor plumes is still unknown. This article describes monitoring neural activity by imaging Ca2+ transients in cells expressing the genetically encoded calcium sensor GCaMP6f in Thy1-GCaMP6f mice9 to study whether sequential neural dynamics of dorsal CA1 stratum pyramidale neurons in the hippocampus (dCA1) plays a role in odorant plume navigation. The methods provide information on imaged GCaMP6f fluorescence through a miniature epifluorescence microscope focused through a GRIN lens on dCA110,11,12. The methods explain how to monitor simultaneously spatial navigation and dCA1 neuron GCaMP6f calcium transients in mice performing an odor-plume navigation task where they received a water reward when they reached the spout delivering an odorant into an odor arena with a background laminar air flow13,14. This article describes the methods required to achieve this task (Figure 1), including the stereotaxic surgery for the implantation of gradient-index (GRIN) lenses, the placement of a baseplate to secure the miniscope to the skull in a freely moving mouse, imaging with the miniature microscope and monitoring mouse movement with a high-speed digital camera, data preprocessing for removing motion artifacts and finding the regions of interest (ROIs), and preparation of datasets and artificial neural network training and prediction for decoding the X and Y positions of the mouse in the odor arena from changes in fluorescence in dCA1 ROIs7.
Miniscope recording of calcium signals in the CA1 region of the hippocampus of mice navigating an odor plume is relevant for understanding the computation of neural circuits involved with olfaction and spatial information in the complex behavior task of odor-plume navigation2,14,15,16. The CA1 region of the hippocampus plays a role in spatial navigation and is crucial for creating a cognitive map of the environment for efficient navigation17,18. Recording calcium signals with a miniscope is a valuable way to investigate the CA1 neurons that encode spatial information during odor plume navigation.
This technique combines the advantages of miniscope technology for recording GCaMP calcium signals with the well-established role of the CA1 hippocampus in spatial navigation to understand better how neural circuits drive complex behaviors19. Alternatively, approaches using 2-photon microscopy can record CA1 neurons9,20, which requires a head-fixed mouse and restrains the possibility of freely moving to navigate an odor plume21. Local-field electrophysiological recordings of CA1 neurons allow the investigation of freely-moving mice navigating odor plumes22. Still, local field electrical signals impose limitations to estimating intracellular firing by isolating single-unit signals through spike sorting techniques. Miniscope signals allow the identification of ROIs associated directly with intracellular calcium signals in a reliable way10,11 to investigate neural computations at single-cell resolution precisely. Miniscope technology provides a unique opportunity to better understand how the CA1 region encodes spatial information based on odor cues.
Furthermore, this technique investigates how specific neuronal populations process odor information for navigation and the relationship between neuronal activity patterns and decision-making during odor plume tracking. This method can contribute to a better understanding of how the brain processes odor and spatial information. While miniscopes offer a single-cell resolution for recording a freely moving mouse's brain, they require specialized surgery and data analysis expertise. In this paper, we provide a comprehensive protocol for helping researchers go through each step to investigate the neural mechanisms of odor-plume navigation.
The odor navigating task is a promising framework for studying neural coding and spatial odor cue memory in mice. The article's findings indicate that it is possible to decode the trajectory of the mouse navigating an odor plume based on neuronal ensemble calcium signals in dCA1. Understanding the role of dCA1 calcium signals in odor plume navigation is a crucial step to crack the neural circuit basis for odor-guided navigation in realistic environments13,14.
Studies were carried out in 3-6-month-old male and femaleThy1-GCaMP6f transgenic mice23. All experimental protocols were approved by the Institutional Animal Care and Use Committee of the University of Colorado Anschutz Medical Campus in accordance with National Institutes of Health guidelines. The surgical procedures for GRIN lens implantation (Section 1) and the baseplate placement (Section 2) were adapted from previous works9,24,25,26,27,28,29.
1. Stereotaxic surgery for implanting a GRIN lens implantation in the hippocampus
2. Baseplate placement for the miniscope
NOTE: The procedures for head-fixing the mouse start 2 weeks after the animal fully recovers from the surgery. The procedure for imaging dCA1 starts 3 weeks after the surgery after the animal fully recovers and the GCaMP6f signal becomes strongly visible. A baseplate is fixed on top of the GRIN lens for optical access of dCA1 GCaMP6f fluorescence through the GRIN lens using a miniscope. This protocol utilized the miniscope version 4 -V4 (Miniscope V4; Table of Materials).
3. Construction of the odor arena
NOTE: This method delineates an automated odor arena based on the design of Connor et al.13 and Gumaste et al.14. The complete assembly can be found in the link provided in the Table of Materials (Supplementary File 4).
4. Measuring air speed of the plume with a photoionization detector (PID) ( Figure 5)
NOTE: This method detects the time course of the odor plume through a PID that exposes the gaseous odorant to a high-intensity ultraviolet light that ionizes the odorant molecules. The device's output detects odorant molecules in the odor plume. This technique allows the estimation of the air speed in the odor arena by comparing the delay to detect the presence of odorants traveling through two locations using the PID.
5. Behavioral training mouse in the odor arena ( Figure 6)
NOTE: This section describes a behavioral task adapted from Findley et al.4. The mouse is water-restricted the day before to motivate seeking a water reward. The mouse navigates the odor plume (Figure 6B) towards a water spout located at the source of odor release to obtain water reinforcement (3 drops of 10 µL delivered at 1 Hz). During the training period, the mouse is maintained under the water restriction by having access to up to 2 mL a day. The body weight of the mouse is monitored during the water restriction period and should not be below 85% of the original body weight. The mouse receives approximately 1 mL of water per day during the training in the odor arena and is supplemented with an additional 1 mL of water per day in the cage after training. The mouse stays under water restriction for a maximum period of 72 h. Custom software (Table of Materials) detects the mouse's location in real-time (60 Hz) using a simple background subtraction and blob-localization technique. The user manually sets lane boundaries, the home boundary (the starting location for the mouse at the back of the arena), and the target boundary (near the odor source at the front). Additionally, the user can decide how the software utilizes these boundaries. For example, the user may deliver odors only when the mouse is behind the home boundary. For the mouse to receive a reward, the user may require it to remain within the odorized lane as it navigates to the target (the odor source). Once the mouse crosses the target boundary, it may receive a reward. During training, however, any of these requirements are adjusted by simply editing a 'yaml' file designed to be self-explanatory and user-friendly.
6. Epifluorescence recording of a freely moving mouse in the odor arena
NOTE: The method describes recording the neuronal activity of stratum pyramidale (SP) cells in dorsal CA1 by imaging the genetically encoded calcium sensor GCaMP6f expressed in Thy1 mice9 by wide-field miniscope imaging during the two-spout odor plume navigation task (Supplementary Movie 1, and Supplementary Movie 2). A typical imaging session takes 40 min, allowing the mouse to complete approximately 20 trials of odor navigation. This technique records a mouse for several months.
7. Data preprocessing
NOTE: This method uses a MATLAB pipeline to process the data. The code is available on GitHub (Synchronization Software, Table of Materials). NoRMCorre31 is used for motion correction, and EXTRACT32 is used to find the ROIs with time-varying fluorescence signals reported as changes in fluorescence normalized by fluorescence between calcium transients (δF/F0).
8. Data analysis – Decoding spatial position from brain signals
NOTE: This method uses machine learning to decode the mouse's X and Y positions in the arena from the dCA1 ROIs7. The MATLAB code is available (Decoding Brain Signals Software, Table of Materials) at https://github.com/restrepd/drgMiniscope.
Using this procedure allows for visualizing and recording dCA1 GCaMP6f fluorescence transients in mice navigating the odor arena to find the source of odorants (Figure 6A,B, Supplementary Movie 1, and Supplementary Movie 2). The fluorescence images are motion-corrected with NoRMCorre, and EXTRACT is used to extract the ROIs. In addition, recording with an interface board allows for synchronization of the δF/F0 signals from the ROIs with odor and water delivery events in the odor arena (Figure 7A), as well as with movement of the mouse in the odor arena (Figure 7B, and Supplementary Movie 3). The representative result of the mouse navigating the odor plume includes a large number of calcium transients during the task (Figure 7A,B). In addition, it is possible to inspect how the calcium responses are aligned with the presence of odor and water reward (Figure 7A). The visualization of single trials with BENTO provides information about the calcium responses at different stages of the trial, including trial start, deciding, navigating, drinking, and returning to the back of the arena (Figure 7B). The method communicated valuable insights regarding the link between CA1 calcium responses and mice behavior during an odor-oriented navigation task.
The PID recordings can provide crucial information about the odor plume and the air speed of the plume. The representative result shows an increase in the PID response after opening the valve to release the odor plume inside the odor arena (Figure 5A). Furthermore, the protocol yields decoding of the X and Y positions of the mouse from the δF/F0 signals of the dCA1 ROIs (Figure 8). This technique predicts the spatial location of the mouse during the odor-plume navigation task based on the CA1 responses, which is relevant to better understanding how the CA1 neurons process odor and spatial information. Decoding the trajectory of the mouse from neuronal ensemble calcium signals in dCA1 is significant because it reveals how neurons in dorsal CA1 represent a cognitive map of odorant and spatial information to perform the complex task of odor plume navigation. The method has been expanded to different ROIs that behave exclusively as place cells and other cells that respond to the odor stimulus. Successful decoding of the trajectory of the mouse from neuronal ensemble signals can be confirmed by the strong correlation between the decoding prediction and the ground true X and Y positions of the mouse.
Figure 1: Study pipeline. (A) The stereotaxic surgery consists of implanting a GRIN lens in the CA1 layer of the hippocampus and a headplate on the skull for head fixing the mouse. (B) A baseplate is placed on the top of the GRIN lens to allow access optically the fluorescence of the CA1 neurons with a miniscope. (C) The mouse is trained on the odor plume navigation task. (D) Freely moving recording of the mouse behavior and CA1 neurons navigating the odor plume. Please click here to view a larger version of this figure.
Figure 2: Stereotaxic surgery. (A) Place the anesthetized mouse in the stereotaxic apparatus. Adjust the level of anesthesia between 2 to 3% accordingly with the pinching paw reflex response (B) Shave the hair above the head. (C) Carefully drill a small permanent dent with a drill to make a permanent dent on the top of the target location. (D) Use the dental drill to open a circular perforation of 1.5 mm diameter to allow the implantation of a 1 mm diameter and 4 mm length GRIN lens into the Brain. (E) Connect the GRIN lens holder to the micromanipulator and turn on the aspirator connected to the pipette to hold the GRIN lens. (F) Implant the GRIN lens slowly into the cortex until it reaches the depth of -1.25 mm below dura matter. (G) Illustrative post-mortem fixed head showing the head-plate and baseplate cemented on the skull with the implanted GRIN lens. (H) Post-mortem CT scan of the head illustrating the Head Bar on the top of the cranium and the GRIN lens implanted inside of the cranium. (I) Design of the head-plate to yield head-fixing of the mouse. Please click here to view a larger version of this figure.
Figure 3: Miniscope base plate placement. (A) 3D printed miniscope holder coupled to a micromanipulator. (B) Miniscope attached to the holder. (C) Attaching the baseplate to the miniscope. (D) Tightening the set screw for fixing the baseplate to the miniscope. The set screw is released after cementing the baseplate to the mouse skull. Please click here to view a larger version of this figure.
Figure 4. Construction of the odor arena. (A) Odor arena transparent Chamber. There is a top digital camera for recording the mouse behavior. (B) Step motors coupled to syringes control the water delivery to reward the mouse. (C) View from the inside of the odor arena showing a honeycomb structure is used to yield a laminar flow and four odor delivery lines. (D) Odor delivery system, including tubes, valves, and odor bottles viewed from the outside of the odor arena. Please click here to view a larger version of this figure.
Figure 5: Odor plume recording. (A) Odor plume recorded with the photoionization detector (PID). Mean(bold blue)±Standard Deviation (light blue) of five PID traces of an odor plume propagating at 4.23 cm/s in the odor arena. An odorant source at 2 cm from the odor arena floor. The sensor head of the PID provides a voltage signal for the gas concentration of the odor plume. (B) Laser recording of the odor plume with unbounded flow at 20 cm/s. Please click here to view a larger version of this figure.
Figure 6: Mouse behavioral training. (A) Mouse learning to navigate toward an odor plume released on the right lane. The mouse learns to start a trial by going to the back of the odor arena, decide a side to navigate toward the odor plume, and drink a water reward. (B) Mouse learning to navigate toward an odor plume released on the left lane. The mouse is rewarded with odor if navigating to the correct lane. Please click here to view a larger version of this figure.
Figure 7: Preprocessing the data. (A) Calcium traces synchronized with the odor arena events for many trials. Each single trial starts with the odor delivery in red, and the rewarded trials end with a water delivery pulse in blue. The δF/F0 (unitless) calcium traces for each ROI are shown in black. Each line indicates an ROI. An interface board is used for recording the TTL outputs of the top camera on the odor arena and the miniscope camera for synchronizing the frames. NorMCorre is used for correcting the movement noise from the miniscope frames and EXTRACT is used to find the ROIs and extract the δF/F0 calcium traces. (B) Representative single trial of a mouse navigating a plume. The simultaneous visualization of the synchronized behavior (left panel) and δF/F0 calcium traces (right panel) from each ROI of a single trial are observed with BENTO. Please click here to view a larger version of this figure.
Figure 8. Decoding the position of the mouse from the CA1 signals. Decoding the X and Y position of the mouse from the CA1 ROIs. The decoding prediction is shown in blue and the mouse ground true position is shown in red. The predicted traces are strongly correlated with the ground truth. (A) Decoding the X positions from the ROIs (Pearson Correlation Coefficient = 0.88). (B) Decoding the Y positions from the ROIs (Pearson Correlation Coefficient = 0.88). Please click here to view a larger version of this figure.
Supplementary Movie 1: Representative example of synchronized behavioral and miniscope frames of a mouse navigating toward an odor plume in the left lane. (A) Behavioral frames of a mouse wearing a miniscope and navigating inside of the odor arena. (B) Miniscope frames of the mouse showing the raw calcium transients recorded through the GRIN lens. Please click here to download this Movie.
Supplementary Movie 2: Representative example of synchronized behavioral and miniscope frames of a mouse navigating toward an odor plume in the right lane. (A) Behavioral frames of a mouse wearing a miniscope and navigating inside of the odor arena. (B) Miniscope frames of the mouse showing the raw calcium transients recorded through the GRIN lens. Please click here to download this Movie.
Supplementary Movie 3: BENTO display of the processed data of mouse behavior and brain signals. Left panel: the mouse is navigating toward the right lane in the arena. The behavior annotations are shown in different colors. Right panel: δF/F0 calcium signals of the mouse navigating. Please click here to download this Movie.
Supplementary File 1: NoseconeRender.png. File for the 3D-printed nose cone to perform isoflurane anesthesia. Please click here to download this File.
Supplementary File 2: HeadbarRender.png. File for the head bar for head-fixing the mouse. Please click here to download this File.
Supplementary File 3: HeadbarTechnicalDrawing.png. File for the head bar for head-fixing the mouse. Please click here to download this File.
Supplementary File 4: ArenaFig_Draft2.tiff. Detailed layout of the odor arena. Please click here to download this File.
This protocol meticulously outlines the steps to record place-cells and odor-responsive cells in the dCA1 area of the hippocampus of mice navigating an odor plume. The critical steps in the protocol include stereotaxic surgery, placement of the miniscope baseplate, construction of the odor area, checking the plume in the odor arena, behavioral training, miniscope recording of the freely moving mouse, data preprocessing, and data analysis. Additionally, the protocol explains the process of decoding the mouse trajectory from the dCA1 recordings.
A critical step in stereotaxic surgery is to follow the coordinates relative to bregma to place the GRIN lens at the correct location. A limitation of the method is the delay between the surgery and the time to start observing GCaMP6f signals, which can take 2-4 weeks. The mouse should be ready for use after this critical period. A difference between the current protocol and previous protocols24,25,26,27 is using Thy1-GCaMP6f mice already expressing GCaMP6f in CA1 instead of injecting AAV-GCaMP6f virus in the hippocampus. It saves time during the surgery and does not require a wait time for the expression of the AAV virus in the brain. In addition, this protocol does not aspirate the brain and uses isoflurane instead of ketamine/xylazine, which provides a better control of the dose to prevent overdoses. A limitation of the method is the optical aberration of the GRIN lens, which limits the field of view. A crucial step for the baseplate placement is to keep the electrowetting lens at the center to prevent a limitation in adjusting the Z plate after cementing the baseplate on the head. A limitation of the construction of the odor arena is the system's complexity, which can take several months and may require the assistance of an engineer. A limitation of the behavioral training is that mice may prefer one side of the odor arena against another. One way to overcome this problem is to alternate trials rewarding the mouse for navigating toward the left and right lanes.
A critical step for checking the plume is to keep the PID needle aligned with the odor source to detect the plume's path. A crucial step in miniscope recording a freely moving mouse is to ensure that the mini-coax wire does not tangle during the task, which can be prevented with a commutator. Helium balloons can be used to prevent the mini-coax wire from coming in front of the mouse. It is critical for the data preprocessing to synchronize the TTL pulses of the digital top camera of the odor arena and the miniscope camera. For the EXTRACT procedure, it is recommended to use non-negative processing to extract the ROIs and δF/F0 signals better. EXTRACT yields a visual inspection of the traces for each ROI to exclude bad ones. It is critical to decode the X and Y positions of the mouse from the ROIs to have a large dataset with hundreds of epochs for better training the artificial neural network.
The significance of this freely moving recording method concerning existing head-fixed methods is studying the mouse behavior in an ethologically relevant context with the proper head movement for navigating a complex odor plume. This method is applicable to investigate the dynamic role of dCA1 neurons in complex odorant navigation. Furthermore, the procedure is not restricted to hippocampus or olfaction. Other potential applications of the technique include studying the role of different brain areas and sensory modalities, including possible applications in visual navigation by using LEDs to indicate the rewarded lanes. In addition, this method can be potentially applied in real-time closed-loop experiments in which decoding neural calcium from population triggers neurostimulation or sensory feedback20,34,35,36.
The authors have nothing to disclose.
This research was supported by the US National Institutes of Health (NIH UF1 NS116241 and NIH R01 DC000566), and the National Science Foundation (NSF BCS-1926676). The authors thank Andrew Scallon for helping setting up the Odor Arena chamber.
Arduino Micro | Arduino | Micro | |
Biocompatible Methacrylate Resin | Parkell | S380 | C&B-Metabond Adhesive Luting Cement |
Data Acquisition System (DAQ) | Labmaker | NA | DAQ for UCLA Miniscope V4 |
Decoding Brain Signals Software | CU Anschutz | https://github.com/restrepd/drgMiniscope | |
Dental Drill | Osada | LHP-6 | AZ210015 |
Dental Drill Box | Osada | XL-230 | 30000 rotations per minute |
Digital stereotaxic instrument | Stoelting | 51730D | Mouse Stereotaxic Instument, #51904 Digital Manipulator Arm, 3-Axes, Add-On, LEFT |
Drill Bit | FST Fine Science Tools | 19007-05 | Tip diameter 0.5 mm |
Fast Digital Camera | Edmund Optics | BFS-U3-63S4C | FLIR Blackfly S |
Focal Lens | Edmund Optics | C-Series | 3.5 mm |
GRIN lens | Inscopix | 1050-004595 | 1 mm diameter and 4 mm length |
GRIN lens Holder | UCLA | http://miniscope.org/index.php/Surgery_Protocol | |
Liquid Tissue Adhesive | 3M | 1469C | Vetbond Tissue Adhesive |
Low-Flow Anesthesia System for Mice | Kent Scientific Corporation | SomnoSuite | https://www.kentscientific.com/products/somnosuite/ |
Low Toxicity Silicone Adhesive | WPI – World Precision Instruments | Kwik-sil | |
miniPID Controller | ASI – Aurora Scientific Inc. | Model 200B | Fast-Response Miniature Photo-Ionization Detector |
Miniscope V4 Holder | UCLA | NA | https://github.com/Aharoni-Lab/Miniscope-v4/tree/master/Miniscope-v4-Holder |
Miniscope V4 | Labmaker | NA | https://www.labmaker.org/products/miniscope-v4 |
Miniscope Base Plate V2 | Labmaker | NA | https://www.labmaker.org/products/miniscope-v4-base-plates-variant-2-pack-of-10 |
Miniscope DAQ-QT software | UCLA | https://github.com/Aharoni-Lab/Miniscope-DAQ-QT-Software/wiki | |
Motion Correction Software | CU Anschutz | https://github.com/restrepd/drgMiniscope | |
Odor Arena Hardware | Custom Made | 3D Model | https://www.dropbox.com/scl/fo/lwtpqysnpzis32mhrx3cd/ADomsxyhxu42sqDmTBl2O6k?rlkey=b3l4809eradundt5l3iz0gq74& dl=0 |
Odor Arena Software | CUAnschutz | https://github.com/wryanw/odorarena | |
Odorant Isoamyl Acetate | Aldrich Chemical Co | 06422AX | Diluted at 1% in odorless mineral oil |
RHD USB Interface Board | Intan Technologies | C3100 | Product discontinued. Alternatively use another equivalent board. |
ROI Extraction Software | CU Anschutz | https://github.com/restrepd/drgMiniscope | |
Sutter Micromanipulator | Sutter Instrument Company | MP-285 | |
Synchronization Software | CU Anschutz | https://github.com/fsimoesdesouza/Synchronization | |
Thy1-GCaMP6f mice | Jackson Laboratory | IMSR_JAX 028281 | C57BL/6J-Tg(Thy1-GCaMP6f)GP5.12Dkim/J) |
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