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1. THEORETICAL BACKGROUND
1.1. Introduction: From neuron to temporal association task
During the last decades, memory has gained even more interest in the
neuroscientific field thanks to new instruments and techniques that allow us to
explore the brain in depth. Even with various differences among species, it is an
important cognitive function present in mammals.
Most of the memory functions, like encoding and retrieval are known to be
especially important (Squire & Zola-Morgan, 1991). In particular, this work will
focus on the ability of these circuits in associating events separated in time,
known as “temporal associative learning” (Kitamura, Macdonald & Tonegawa,
2015), trying to answer the following question: what makes the hippocampal area
(Fig. 1) able to support the performance of
such tasks?
In the present chapter, the most recent
theories about how the hippocampal area
allows temporal associative learning will be
explained, starting from single neuron
channel properties.
Dorsal
Hippocampus
Ventral
Hippocampus
Fig. 1. Dorsal hippocampus
(blue) and ventral hippocampus
(red) in mouse brain. Modiefied
from Bannerman et al. (2014).
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1.2. TRPC Channels
Transient Receptor Potential-Canonical (TRPC) channels are part of the super-
family of Transient Receptor Potential (TRP) Channels. TRPC channels in
particular, aggregate a family of seven channels which are believed to work as
store-operated as well as second messenger-operated channels in various cell
types (Vazquez, Wedel, Aziz, Trebak & Putney, 2004). The TRPC family can be
further divided into four subgroups according to their structural and functional
similarities: TRPC1; TRPC2; TRPC3 - 6 – 7 and TRPC4 - 5. We focused on TRPC
4 and 5 channels, which have similar structure (Montell, 2005) and are broadly
expressed in the murine brain.
While TRPC 1 (Fig. 2) is widely and generally expressed in mammals,
TRPC 4 and 5 are enriched in the nervous system (Venkatachalam & Montell,
2007). TRPC4 and 5 channels, are reported as
the predominant TRPC subtypes in the adult
rat brain, especially in the hippocampus
(Fowler, Sidiropoulou, Ozkan, Phillips &
Cooper, 2007). TRPC channels play a role as
non-selective permeable Calcium cation (Ca
2+
)
channels, which mainly control intracellular
Ca
2+
concentration (Gees, Colsoul & Nilius
2010).
Fig. 2. Representation of a
TRPC channel structure
and their functional group.
Modified from Montell
(2005).
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1.3. TRPC channels and persistent firing
Persistent neural activity also known as persistent firing (PF) refers to a special
pattern of repetitive spiking activity in neurons that persist even when the trigger
stimulus is over (Major and Tank 2004). Typically, this activity pattern ranges from
hundreds of milliseconds to tens of seconds or even minutes (Reboreda, 2011).
Evidence of persistent firing has been found in several cerebral area such
as the basal ganglia (Schultz, Tremblay & Hollerman, 2003), thalamus (Komura
et al., 2001), superior colliculus (Kojima, Matsumura, Togawa & Hikosaka, 1996),
brainstem (Moschovakis, 1997) , spinal cord (Prut & Fetz, 1999) and especially
in many areas of cerebral cortex while performing working memory behaviours
tasks requiring short-term retention of a sensory stimulus, like delayed match
tasks (Fuster, 1995). The distribution of persistent activity in such a different set
of brain areas, makes it a good candidate as very general and fundamental form
of brain dynamics (Major & Tank 2004).
1.3.1. Persistent firing in vitro
Many experiments involving persistent firing have been carried out during the last
twenty years. Research in vitro, using patch clamp recording techniques has
given further insight into this special pattern of activity. Acetylcholine agonists like
carbachol (Cch) allow persistent firing (Navaroli, Zhao, Boguszewski & Brown,
2012), while muscarinic antagonists, like atropine, block persistent activity.
Therefore, the start and the maintenance of persistent firing is muscarinic-
receptor dependent (Fig. 3).
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1.3.2. Persistent firing in vivo
In addition to in vitro research, it is possible to study persistent firing in vivo. While
in vitro experiments show persistent neural activity after a depolarizing pulse or
synaptic stimulation in presence of a neuromodulator (Zhang & Seguela, 2010),
when no external triggers are present, persistent firing must be explained by the
internal dynamics of the cell or the circuit.
Most of the explanations proposed rely on the important participation of
non-specific Ca
2+
sensitive cationic current (CAN Current) which as the name
suggests, needs the presence of Calcium
1
. Activity-dependent stimulation of the
CAN current can trigger a sustained depolarization, from the initial voltage level
1
The Ca2+ dependency of the CAN current has been studied using different approaches. Strong buffering
of intracellular Ca2+ close to 0 does not allow the “plateau” to be generated. Those experiments, together
with the effect of the depletion of intracellular stores, point towards a different Ca2+ source to explain the
Ca2+ dependency of the “plateau”. In this way, application of the L-type Ca2+ channel blocker nifedipine,
Cd2], or Co2+, reduced the “plateau” and the CAN current (Reboreda, 2011)
Fig. 3. Example of persistent firing in
vitro slice preparation. (A) In control
conditions, a neuron responds to
current injection by spiking during
current injection and then stopping
when current injection ends. (B) After
activation of acetylcholine receptors,
the neuron spikes during current
injection and then after the end of the
current injection shows persistent
spiking that continues for an
extended period of minutes. (C)
Example of self-terminating
persistent firing in Cch in a different
cell from above. Bottom trace shows
timing of 2 s current injection for (a) -
(c). (Modified from Yoshida &
Hasselmo, 2009).
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(called “plateau”), that can outlast the stimulus for even several minutes. If this
sustained depolarization is strong enough to reach the firing threshold, it could
generate persistent firing (Reboreda, 2011).
This evidence makes TRPC channels, also due to their wide expression
in cortical areas as mentioned before, excellent candidates to underlie CAN
current and therefore persistent firing. Moreover, persistent neural activity has
been recorded in areas rich in specifically TRPC 4 and TRPC 5 channels (Fowler
et al., 2007; von Bohlen, Halbach, Hinz, Unsicker & Egorov, 2005).
1.4. Role of Acetylcholine (ACh) in memory through persistent firing
Several studies indicate that both muscarinic and nicotinic acetylcholine
receptors play a role in encoding of new memories. Acetylcholine is supposed to
enhance encoding by acting in many different ways: either increasing the strength
of feedforward afferent input, while decreasing excitatory feedback activity
mediating retrieval; by increasing theta
rhythm oscillations and modulating
hippocampal interneurons; by increasing
the modification of synapses via Long Term
Potentiation (LTP) and by activating
intrinsic mechanisms for persistent spiking;
(Hasselmo & Stern, 2006).
We are mostly interested in how Ach can trigger intrinsic mechanism allowing
persistent neural response.
Fig. 4. Intrinsic mechanisms
of regenerative spiking.
(Modified from Hasselmo and
Stern, 2006)
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A combination of extracellular ACh and spiking activity induced by current
injection or synaptic stimulation activate the aforementioned CAN current, which
increases Na+ influx and causes even more depolarization. This depolarization
causes further spiking activity that causes calcium influx that further activates the
CAN current, completing a cycle which could underlie persistent spiking (Blair,
Kaczmarek & Clapham, 2009; Hasselmo & Stern, 2006; Major and Tank, 2004)
(Fig. 4).
This hypothesis is based on the intrinsic mechanism of repetitive activity
generation, however, the first and oldest hypothesis about this pattern, relies on
circuit connectivity and describes mnemonic activity as sustained by synaptic
reverberation in a recurrent circuit. The idea claims that recurrent excitatory loops
within a neural network can sustain a persistent activity in the absence of external
inputs.
Recently, experimental and modelling work has begun to test the
reverberation hypothesis at the cellular level, using mostly the abundant
excitatory recurrent connection in the CA3 area of the hippocampus (Kesner &
Rolls, 2015) to explain “reverberating activity”. Nevertheless, it was recognized
that reverberatory networks tend to be dynamically unstable, and possible
hypotheses formed to understand whether stability can be reached according to
this model, have still to be tested (Xiao-Jing Wang, 2001). Moreover, Jochems
and Yoshida (2013) reported persistent firing in hippocampal CA3 pyramidal
cells, supported by an intrinsic cellular mechanism. It has also been shown that
elevated acetylcholine levels suppress CA3 recurrent connections (Kremin &
Hasselmo, 2007; Vogt & Regehr, 2001).