An odor-reward, associative learning task was used to investigate the differential effects of physiological manipulation on long-term and short-term memory.
Robust and simple behavioral paradigms of appetitive, associative memory are crucial for researchers interested in cellular and molecular mechanisms of memory. In this paper, an effective and low-cost mouse behavioral protocol is described for examining the effects of physiological manipulation (such as the infusion of pharmacological agents) on the learning rate and duration of odor-reward memory. Representative results are provided from a study examining the differential role of tyrosine kinase receptor activity in short-term (STM) and long-term memory (LTM). Male mice were conditioned to associate a reward (sugar pellet) with one of the two odors, and their memory for the association was tested 2 or 48 h later. Immediately prior to the training, a tyrosine kinase (Trk) receptor inhibitor or vehicle infusions were delivered into the olfactory bulb (OB). Although there was no effect of the infusion on the learning rate, blockade of the Trk receptors in the OB selectively impaired LTM (48 h), and not short-term memory (STM; 2 h). The LTM impairment was attributed to the diminished odor selectivity as measured by the length of the digging time. The culmination of the results of this experiment showed that Trk receptor activation in the OB is the key in olfactory memory consolidation.
The mechanisms of associative memory formation have previously been investigated predominantly based on one-trial fear conditioning studies. However, many mundane tasks typically have more complex acquisition patterns and rely on repeated encounters. The goal of this protocol is to provide a cost-effective rodent behavioral paradigm that is used to understand the cellular and molecular mechanisms of multi-trial appetitive learning and memory.
Odor learning that is dependent on the main olfactory bulb (OB) provides several advantages for the study of multi-trial appetitive memory. First, OB-dependent memories have varying durations (STM, LTM, and intermediate-term memory1) and rely on the same molecular2,3 and structural mechanism as elsewhere in the brain, including neuromodulation4, long-term potentiation5, and adult neurogenesis6,7,8. Second, in contrast to the higher-order regions, like the hippocampus, OB-dependent memories allow for observations of a more direct correspondence between experimenter manipulations of the perceptual environment and changes to the neural circuitry responsible for learning8,9,10,11. In this paper, an OB-dependent associative learning and memory paradigm, that can be used to study general molecular and structural mechanisms, is detailed. It was developed to allow researchers to access the advantages of olfactory learning for the study of cellular and molecular mechanisms of memory.
In our recent publication3, the protocol described here was used to demonstrate that the consolidation of appetitive odor learning is dependent upon Trk receptor activation within the OB. In the protocol below, areas where the behavioral paradigm can be adjusted for different experimental needs, are also discussed.
A total of 27 adult male CD-1 mice, 8 weeks old at the time of cannulation, were used in this study. For the precise group distributions and odor set use, see the methods section of our previous publication3. Male mice were used to avoid large fluctuations in estrogen levels because previous research12 showed that olfactory memory is enhanced by increased estrogen levels. These mice were always kept on a 12:12 h reverse light/dark cycle and had access to water. During the behavioral experiments, the diets of the mice were restricted to maintain them at ~90% of their free feeding weight. Diet restriction began 3 days before the commencement of the behavioral experiment. As will be described below, the same set of mice are presented with different odor sets in order to reach the appropriate levels of statistical power while minimizing the animal use. The statistical analysis section shows how to account for the random variance that may be introduced by this.
The protocol below adheres to the animal care guidelines of the IACUC at Earlham College.
1. Olfactory bulb cannulation
NOTE: These surgeries do not require sterile technique since they do not require large incisions to be made. However, each institution may differ in their requirements. If experimenters are performing this surgery on immunocompromised mouse strains, additional considerations may be necessary. In all, experimenters are encouraged to discuss this protocol with their veterinarian and animal care team prior to use and to clean and disinfect all tools between each surgery.
2. Associative discrimination task
3. Training and testing
NOTE: Once the mice have started digging reliably for the unseen, odor-cued reward pellets, the experiment can commence.
As described, this protocol allows researchers to assess the influence of some manipulation on learning, STM, and LTM. Sample results from Tong et al, 20183 are presented here. The results support the hypothesis that Trk receptor blockade selectively inhibits LTM, but not learning or STM.
Figure 2A shows the schematics of training, STM test, and LTM test. First, it was shown that K252a infusions did not affect the learning rate of an odor-reward association. Figure 2B (Section 3.1) shows the learning rate of both K252a and vehicle groups from Training. Statistical analysis using a linear mixed model was run with two fixed effects, drug group and trial block (TB); mouse and odor set nested within the mouse were random effects. Data from Testing (Section 3.2) were not included in the analysis. A significant main effect was seen from trial block (F(3, 183.692) = 43.735, p < 0.001), but no effect from drug group (F(1, 85.685) = 0.132, p = 0.717) and no significant interaction (F(3, 183.692) = 0.111, p = 0.954). Post hoc tests, using the Šidák adjustment, confirmed that the K252a and vehicle groups did not differ on any of the trial blocks during Training (p > 0.05 for all comparisons). TB2, TB3, and TB4 were significantly higher than TB1 for all comparisons (p ≤ 0.001 in all cases), demonstrating that both groups successfully learned the odor-reward association by the end of 20 Training trials.
Next, to examine the effects of the infusion on STM and LTM, the same analysis was run and included data from Testing (Section 3.2). It showed a significant interaction between drug group and trial block (F(2, 77.558) = 4.043, p = 0.021), with no significant main effects of drug group (F(1, 55.629) = 1.438, p = 0.236) or trial block (F(2, 69.979) = 1.360, p = 0.263). In order to specifically examine memory, post hoc pairwise comparisons with Šidák correction, compared differences between the last trial block of Training (Section 3.1) and the first trial block of Testing (Section 3.2) either 2 (STM) or 48 hours (LTM) later. For vehicle-infused mice, the comparisons showed retention of the associative memory at both 2- and 48 h post-training (p > 0.05 for all comparisons with training performance). For K252a-infused mice, the first trial block of the 2-hour test (STM) did not differ from the last trial block of Training (p > 0.05); however, their memory performance was significantly lower after 48 h (p = 0.018). In addition, memory at the 48-hour test was significantly reduced compared to memory at the 2 hours test (p = 0.009), and to the performance of the vehicle group at the 48-hour test (p = 0.006). There was no difference in STM between vehicle- and K252a-infused mice (p = 0.356). Together, the results show that K252a inhibition of Trk receptors in the olfactory bulb selectively disrupts long-term, but not short-term, odor memory (Figure 3).
Odor set | Odor 1 | Odor 2 |
1 | pentanoic acid | butanoic acid |
225.1 | 63.6 | |
2 | hexanal | heptanal |
11.1 | 35.3 | |
3 | propyl acetate | butyl acetate |
3.1 | 10.9 | |
4 | 2-octanone | 2-heptanone |
87.4 | 28.7 | |
5 | pentanol | hexanol |
37.2 | 127.3 |
Table 1: Mixing volumes for odor sets. Each row shows two odors that can be used as a pair for the behavioral steps. For example, to use the first "odor set," make the pentanoic and butanoic acid mixtures. The numbers in the table indicate volume in µL to mix in 50 mL mineral oil for 1.0 Pa concentration of each odor. During training and testing, one Petri dish would be scented with pentanoic acid, the other with butanoic acid.
Figure 1: Cannulation placement and behavioral apparatus. (A) Shows the relative position of the cannula, dental cement cap, and screws to the head of the mouse. Note that the needles of the cannula reach into the two olfactory bulbs, the pedestal itself is embedded into the dental cement cap. The screws are placed into two holes drilled into the skull over the cerebellar formation. The screws do not touch the brain itself, but they act as a caudal anchor for the dental cement cap. The figure shows the relative size to make the cement cap. (B) Shows the assembled behavioral apparatus. The body is a typical mouse home cage. Lids with holes for air were made from plexiglass. The center divider is also made from black plexiglass. The lids should be made from heavy enough plexiglass that they can act as a tract for the center divider to be lifted and placed down during the trials. (C) Shows one side of the behavioral apparatus. Note that the center divider is slightly taller than the cage for ease of lifting. Petri dishes of sand can be placed along the edge. Please click here to view a larger version of this figure.
Figure 2: Study design and learning results. (A) Shows the schematic of the study design. Note that the STM and LTM groups were independent (i.e. different groups of mice). The symbols at the beginning of the blocks indicate the time when infusions were given. (B) Shows the proportion correct for Trials 1-20 during Training. The results indicate that K252a and vehicle groups did not differ in their learning rate (slope of the lines). Error bars represented the standard error of the mean (SEM). Asterisks show significant increases in proportion correct compared to TB1 for both vehicle and K252a cohorts (p ≤ 0.001 for all comparisons). This figure is adapted from Tong et al. 2018 with permission3. Please click here to view a larger version of this figure.
Figure 3: Differential effects of Trk receptor blockade on STM and LTM. Shows the proportion correct for Trial Block 4 of Training and Trial Block 1 of both the STM and LTM Testing. That is, a linear mixed model is used to compare the proportion correct during the last trial block of the training phase (Figure 2; Training-TB4) to those during the first trial blocks (Testing-TB1) of short-term (2-hours test) and long-term (48-hour test) memory test. The linear mixed model had two fixed effects: drug group and trial block (Training-TB4, STM-TB1, LTM-TB1). The random effects were mouse and odor set nested within the mouse. Post hoc comparisons found that K252a mice had significantly impaired LTM (comparison with training TB4; p = 0.018) but not STM (p > 0.05). LTM performance by K252a-infused mice was also significantly lower than the STM of K252a-infused mice (p = 0.009), and lower than LTM of vehicle mice (p = 0.006). Error bars represented the SEM. This figure is adapted from Tong et al. 2018 with permission3. Please click here to view a larger version of this figure.
Supplemental File: Syntax used for the statistical analysis. Please click here to download this file.
One-trial fear conditioning is a powerful behavioral protocol for studying molecular and cellular dynamics of memory, but much of natural learning is incremental and best modeled through a paradigm like the one described above. The inhibition of Trk receptors in the OB prevented the consolidation of olfactory memory in a multi-trial, appetitive learning paradigm as shown previously by our group3. The finding opens new avenues for research into the differential timing of molecular mechanisms, like neurotrophins, in appetitive and aversive learning.
This experiment consisted of two critical parts: (1) the cannulation and (2) the associative discrimination task (subdivided into shaping, training, and testing). Experimenters can adapt this protocol to their specific research question. For example, we were primarily interested in the OB and this established protocol can be easily applied to other OB studies. For experimenters with other regions of interest, it will be important to validate the infusion sites in a pilot study. Experimenters may also need to consider the diffusion rate, spatial penetration, and bio-activity duration of what they are infusing.
The shaping steps outlined in the protocol have been used extensively by the authors of this protocol. Adhering to them as described appears to be important to have the mice learn the task in a timely manner. Using other timelines, the authors observed more variance amongst the mice in their familiarity with the task and this meant additional training to get all mice to a criterion for testing with experimental odors. For training and testing, the researcher has flexibility, depending on their research interests, with the number of trials, the concentration of the experimental odors, and the similarity of the odors to one another. We recommend the use of multiple odor sets when possible, as we’ve described, in order to reduce the number of animals used for the experiment. See the Statistical Analysis section for the guidance on how to account for the use of multiple order sets in the final analysis. In principle, the similarity of the odor pair can be varied to adjust the difficulty of the discrimination. In the previously published study from our group3, the odor pairs consist of two odorants of the same functional group but differed from each other by one carbon length. These discriminations are more difficult than pairs that differ by two or more carbon lengths, but easier than enantiomers (e.g., (+)-limonene and (-)-limonene). Odorants from different functional groups are highly different perceptually. Cleland et al13 discusses more stimulus variations and their effect on specific learning parameters.
One major limitation of this protocol is that it takes a much longer time to carry out compared to automated associative learning tasks where multiple animals could be tested in parallel. For a given test, it would take one researcher at least 20 minutes to complete 20 trials for one mouse. However, it is this lack of automation that means the protocol is more financially accessible, a priority for many institutions. Importantly, in the case of this experiment, it has been found that this protocol is highly tractable and effective for training undergraduate researchers with interests in behavioral neuroscience. In particular, these students develop strong animal handling skills in addition to the usual benefits of research participation.
Researchers who are interested in adopting this paradigm can vary several parameters. Most apparently, pharmacological manipulations of mechanisms are diverse, and this behavioral protocol can be used with chemogenetic techniques or various other ways of manipulating molecular and cellular pathways (e.g. optogenetics). The paradigm itself can be adjusted to vary the kind of learning and memory tested. For example, researchers can adjust the similarity of the two odors presented in order to control the learning rate. In our study3, the odor pairs consist of two odorants of the same functional group but differed from each other by one carbon length. These discriminations are more difficult than pairs that differ by two or more carbon lengths, but easier than enantiomers (e.g. (+)-limonene and (-)-limonene). Odorants from different functional groups are highly different perceptually. Cleland et al13 discusses more stimulus variations and their effect on specific learning parameters, concluding that more similar odors are more difficult to discriminate and therefore take longer to learn14. These manipulations would also affect the strength of memories. Along this vein, researchers may be interested in testing memory at different timepoints after learning. For example, two studies15,16 examined the role of BDNF in LTM persistence for a one-trial aversive learning task. BDNF is a ligand of TrkB. The studies showed that anti-BDNF antisense oligonucleotide infusion in the hippocampus 12 hours after learning blocked LTM 7 days later, but not 2 days later. This study shows that the timescale of molecular mechanisms after initial learning play interesting, and yet-to-be-understood, roles in LTM. This paper describes a behavioral protocol that would allow for the investigation of these timescales. Other parameters of interest for future application include the mouse model used. For example, it would be interesting to replace male mice (who have a significantly better studied neurobiology)17 with female mice in future studies to examine variations in the learning rate, STM, and LTM, as female mammals have a higher sensitivity and selectivity to odors than male mammals18. Of course, rodent models of diseases can also be used effectively with this protocol.
The authors of this paper had no competing financial interests.
The project was supported by the Scantland Summer Collaborative Research Gift and the Stephen and Sylvia Tregidga Burges Endowed Research Fund. The authors would like to acknowledge colleagues in the Department of Psychology and the Neuroscience Program at Earlham College for their support and guidance.
Name | Company | Catalog Number | Comments |
Double guide cannula | PlasticsOne | C235GS-5-1.5/SPC | Custom order |
(-)-limonene | Sigma-Aldrich | 218367-50G | |
(+)-limonene | Sigma-Aldrich | 183164-100ML | |
2-hetanone | Sigma-Aldrich | 537683 | |
2-octanone | Sigma-Aldrich | O4709 | |
5mg sucrose pellets | Test Diet | 1811560 | Custom size. Used for rewards |
Butanoic acid | Sigma-Aldrich | B103500 | |
butyl acetate | Sigma-Aldrich | 402842 | |
Dental Cement Powder (Coral) | A-M Systems | 525000 | |
Dental Cement Solvent | A-M Systems | 526000 | |
Double connector assembly | PlasticsOne | C232C | |
Double dummy cannula | PlasticsOne | C235DCS-5/SPC dummy dbl | Custom order |
Double injector | PlasticsOne | C235IS-5/SPC | Custom order |
Drill | Kopf Instruments | Model 1474 High Speed Stereotaxic Drill | This drill requires an additional "adaptor" piece in order to fit certain drill bits. We get by this problem by wrapping the drill bit with lab tape to increase the circumference of the drill it to fit. This may not be an option for surgeries requiring sterile technique. |
Eye Ointment | Purchase from local pharmacy | ||
Figure 1 illustration software | BioRender | ||
heptanal | Sigma-Aldrich | W254002 | |
hexanal | Sigma-Aldrich | 115606 | |
hexanol | Sigma-Aldrich | H13303 | |
Infusion pump model 11 | Harvard Apparatus | 4169D | Used pumps available via American Instrument Exchange |
Isoflurane | Santa Cruz Animal Health | sc-363629Rx | Vet prescription needed for order |
K252a | Sigma-Aldrich | K2015 | Mixed to 50uM in DMSO (5%) |
Ketoprofen | Allivet | 25920 | Vet prescription needed for order |
Lidocaine | Aspercreme | Purchased from Amazon | |
Mounting Screws | PlasticsOne | 00-96 X 3/32 | |
Mouse Anesthesia Mask | Kopf Instruments | Model 907 Mouse Anesthesia Mask | Used with the stereotaxic to allow oxygen and anesthesia while mouse in stereotax |
Mouse Nose Adaptor | Kopf Instruments | Model 926 Mouse Adaptor | Used with the stereotaxic to allow for head of mouse to be secured. |
Novalsan | Jeffers | 41375 | |
Pentanoic acid | Sigma-Aldrich | 240370 | |
pentanol | Sigma-Aldrich | 138975 | |
Petri dish glass bottoms | VWR | 10754-804 | |
Polycarbonate Café bottoms | Ancare | N10PCSEC | Use normal housing cages and custom fit a track in the middle to act as the track for an opaque plexiglass divider |
propyl acetate | Sigma-Aldrich | 537438 | |
Quikrete Premium Play Sand | Purchase from local hardware store | ||
Saline | Insight Needles | N/A | Sterile saline for drug mixing |
Stereotaxic apparatus | Kopf Instruments | Model 902 Small Animal Stereotaxic Instrument | |
Testing chamber | Ancare | N10PCSEC | Our testing chambers are modified using the regular mouse housing cage. The manuscript details what was done. |
Vetbond Tissue Adhesive | 3M | Purchased from Amazon |
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