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What are mechanisms? Unpacking the term is key to progress in neuroscience

Mechanism is a common and powerful concept, invoked in grant calls and publication guidelines. But scientists use it in different ways, making it difficult to clarify standards in the field. We asked nine scientists to weigh in.

BY DANI S. BASSETT, LAUREN N. ROSS

Figure from the commentary: Schematic of a common electrical circuit the “single pole double throw switch” illustrates how so-called causal investigations can be ill-conceived depending on the assumptions about the underlying circuit architecture. A) Observing this position of switch 1, one might hypothesize it turns on the light, and B) confirm this inference by manipulating switch 1 to the other position. However, when switch 2 changes position as in C,D), the opposite conclusions will be reached about switch 1 (and 2). It would be wrong to conclude that switch 1 does not control the light, because it does, and although manipulating a single switch cannot reveal its function, the circuit logic is readily understood by observing the correlations between switches 1 and 2 and the on/off state of the light bulb. Note also that removing either switch would show that it is necessary for the functioning of the circuit, but not reveal the operational logic.

The next chapter in the story of how PKMzeta maintains memory for months …

KIBRA anchoring the action of PKMzeta maintains the persistence of memory

Image of KIBRA (green) and PKMzeta (red) illustrating their sites of interaction. The KIBRA amino acid sequence at the PKMzeta binding site is indicated in mustard. Expressing just the peptide (K-ZAP) inhibits the KIBRA-PKMzeta interaction, The small molecule inhibitor zeta-stat (gray) binds to an allosteric pocket (yellow) on PKMzeta to also prevent the KIBRA-PKMzeta interaction. Neither K-ZAP or zeta-stat had effects on LTP or memory persistence in mice in which PKMzeta was genetically deleted, demonstrating their selective effects on PKMzeta. PKMzeta and the other atypical PKC called PKCiota/lambda have very similar kinase domains but mutating two PKMzeta amino acids (purple, Proline 291 and Phenylalanine 297) to those in PKCiota/lambda (Glutamine 478 and Serine 484) reduces the likelihood of the KIBRA-PKMzeta complex and prevents zeta-stat from having an effect. Credit: Changchi Hsieh

Extremely proud to report this recently published work, the latest in the tremendously rewarding and joyous collaboration with the Sacktor lab at SUNY Downstate. We find that KIBRA targets PKMzeta’s kinase activity to activated synapses where the KIBRA-PKMzeta complex acts as a persistent synaptic tag to perpetuate potentiated synapses for at least a month, which is several times longer than the existence of the individual protein components. KIBRA is selectively positioned in these activated synapses. PKMzeta then attaches to the KIBRA-synaptic-tag and keeps those synapses potentiated, stronger than at baseline. This allows the synapses to stick to newly made KIBRA, attracting more newly made PKMzeta, which acts as a persistent synaptic tag.

The finding explains two observations that have puzzled me for almost a decade.

1) How viral over expression of PKMzeta strengthens weak memories rather than degrades them by saturating synapses (Shema et al., 2021, Science DOI: 10.1126/science.1200215)

2) How genetic deletion of PKMzeta is compensated by PKCiota/lambda (Tsokas et al., 2016 eLife DOI: 10.7554/eLife.14846)

The persistent synaptic tagging mechanism we found is analogous to how new planks replace old planks to maintain Theseus’s Ship for generations, and allows memories to last for years even as the proteins maintaining the memory are replaced, Francis Crick intuited this Theseus’s Ship mechanism, and he even predicted the role for a protein kinase.

PKMzeta and PKCiota/lambda derive from duplication of a single invertebrate atypical PKC gene. Sometime after jawless fish, the zeta isoform evolved an internal promoter at the hinge region between the regulatory and kinase domains of the aPKC. The mammalian PKMzeta is thus transcribed from this internal promotor and having no regulatory domain, it is constitutively active once it is synthesized. Image: Based on the known structure of the PKCiota/lambda kinase domain, a homology model of PKMzeta was constructed with the conserved, mutated and added amino acids indicated. Notice that the two kinases are very similar, which is helps to explain why genetic deletion of PKMzeta is readily compensated by increased PKCiota/lambda. Credit: Tom Ko

In Levy et al 2023 we used Video S2, an animation of a jumbotron display of the message “Game Over” to help readers get an intuition for how variable patterns of activity can produce a reliable signal when the correlations between the components of the signal define low-dimensional subspaces within which the activity is organized. I use this in lectures and have been told it helps develop the intuition that can be illusive. Here’s the video.

Dynamic jumbotron patterns as an example of an ensemble, non-linear manifold representation of an invariant message. In this video of a jumbotron display the “Game Over” message is constant but which lights, the number of lights, where the lights turn on and off, which lights are on and off together and such, are all different, despite the message being the same. How CA1 activity represents a cylinder and a box lead us to consider that a manifold representation with no requirement for either single cell or ensemble stationarity is the appropriate conceptual framework for understanding how hippocampal activity represents spatial information. We analyzed the 24-s video as a 180 × 320 (57600) ensemble time series across 720 frames (time steps). The PR that estimates the dimensionality is 600 (∼1%). Projecting the 57600-D activity vectors into the 3-D non-linear subspace with the IsoMap algorithm (left), yields a reconstruction error increase of merely 5% relative to the reconstruction error using a 550-D IsoMap subspace, quantifying that most of the observed variance is captured by the 3 non-linear dimensions. A similar projection has been performed into the 3-D subspace using PCA (right). The two videos illustrate that the jumbotron’s “Game Over” message occupies a very limited portion of the 3-D subspaces the axes of which are defined by particular jumbotron patterns of “Game Over.” Excerpted from Levy et al., 2023 Cell Reports.

A manifold neural population code for space in hippocampal coactivity dynamics independent of place fields

Photo credit: Chris Strickland

CA1 place cells were recorded while mice explored a box and a cylinder using a standard remapping paradigm. Although standard remapping features of firing field changes were observed, the seconds-scale cofiring relationships between pairs of cells tended not to change between the two environments. Instead, the cells whose discharge was negatively correlated to many other cells expressed environment-specific anti-cofiring, such that the specific anti-cofiring subset predicts the environment. These observations compel us to reinterpret the remapping phenomenon as a reregistration of an essentially invariant temporally-organized manifold of neural population coactivity to salient features of each environment, which we hypothesize are driving the anti-cofiring cells. The dynamics and statistics of these observations are remarkably similar to the dynamics that organize collective behavior in flocks of birds like the starling murmuration in the photograph.

This is result of an amazing synergistic collaboration between Eliott Levy and Simón Carrillo-Segura when they were non-overlapping Ph.D. students. The collaboration continues.

Eliott Levy

Simón Carrillo-Segura

How do humans learn and know? Previously, it was assumed that neurons respond to external stimuli to represent them, but an equally plausible model asserts that neuronal activity is fundamentally internally-organized and instead fit to external features of the world. Studies of spatially-tuned cells in various cortices that investigate how experience changes neuronal information processing (in addition to storing memory), and how encoding and recollecting experience is coordinated, will be reviewed.

André’s SfN 2023 Special Lecture

André’s interview on the Synaptic podcast. This might be one way you can get to really know André, or at least hear stories of his days in grade school, high school, and in the big leagues of science school …

2023- 09-08

Garrett Blair was awarded an NRSA F32 grant.

This research grant from the National Institute of Health will fund research investigating hippocampal-cortical interactions during cognitive control behavior.

2023-05-17

André featured in PBS NOVA series

Neuroscientists discover the tricks and shortcuts the brain takes to help us survive

https://www.pbs.org/wgbh/nova/video/your-brain-perception-deception/

Beyond memory, learning to learn
Anna Allen Anna Allen

Beyond memory, learning to learn

There are countless studies of the neurobiology of memory, how neurons store the information gained from experience so it can be recalled. But as any educator knows, merely recollecting the information we learn in school is hardly the point of an education.

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Reviewing the evidence
Anna Allen Anna Allen

Reviewing the evidence

John Lisman, a friend and scientific sparing partner, died on October 20, 2017. John proposed in 1985 that an autophosphorylating kinase could be the molecular mechanism for memory persistence. He then worked on CaMKII as a memory storage molecule.

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Check out André on Nova Wonders
Anna Allen Anna Allen

Check out André on Nova Wonders

Nova Wonders is a show about some of the really big questions that science is tackling. It was super interesting (and really hard) to do this show! The shows are beautiful and fascinating - the co-hosts, especially Talithia and Rana are really really good - watch Wednesday evenings.

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Congrats to Dino on his new EEG paper
Anna Allen Anna Allen

Congrats to Dino on his new EEG paper

The brain generates all our thoughts with the electrical activity of neurons. We imagine it should be possible to use brain electrical activity to figure out what kinds of thinking someone is doing. If we could do this, it would be useful to decide if someone is using their brain to think in a neurotypical or or a neurodiverse way, a way that is typical for the person or a way that is atypical for that individual. That type of measurement can objectively guide all sorts useful decisions. But what signals in the EEG are most informative? How can we evaluate brain signals that are often contaminated with noise? That's what Dino set out to assess. The answer is in this IEEE paper.

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Place cell papers on Fragile X Mice are online!
Anna Allen Anna Allen

Place cell papers on Fragile X Mice are online!

Our latest work with hippocampus place cells in Fmr1 knockout mice published in two papers this week.

Congratulations especially to Dino, Zoe (who's a new mom!!), and Fraser (who's a new dad!! - unrelated to Zoe). It's been a productive season!

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Control of Recollection
Anna Allen Anna Allen

Control of Recollection

Congratulations to the team on this meaty PLoS Biology paper. Special kudos to Dino for leading this from start to finish!

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The effects of deleting BC1 RNA
Anna Allen Anna Allen

The effects of deleting BC1 RNA

Genetic deletion of BC1 a non-protein coding RNA enhances group 1 mGluR-stimulated LTD and impairs active place avoidance learning, but the magnitude of these effects depend on the background strain of the mice. This is Ain's rotation project, when she was just trying out the lab. This was the cover story at Learning & Memory - Congratulations Ain!

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New PCP paper out in Journal of Neuroscience
Anna Allen Anna Allen

New PCP paper out in Journal of Neuroscience

Maddy's tour de force on PCP disruption of spatial cognition and place cell discharge coordination with minimal impact on place fields. Although the spatial tuning of individual cells is undisturbed, their sub-second action potential discharge correlations are discoordinated by PCP. Specifically, PCP causes the cells that did not previously discharge together, to discharge together and this seems to produce the cognitive disturbance.

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André talks to Tumble podcast
Anna Allen Anna Allen

André talks to Tumble podcast

Tumble has terrific podcasts for children motivated by the children's questions. It was fun and surprisingly challenging to talk about the process of discovery science and memory in a way that was comprehensible and not boring. The picture show expansion microscopic images of learning-stimulated genetically-tagged (green = ChR2.0-eYFP) dendrites of hippocampus neurons with PKMzeta (red) co-localized to a select, sparse number of spines in the lower image. This image was created by Edith during her studies of the place avoidance PKMzeta engram.

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Rising Star: André Fenton,
Anna Allen Anna Allen

Rising Star: André Fenton,

On the Fourth of July in Woods Hole, Massachusetts, you might find André Fenton dressed up as a neuron, surrounded by students pretending to be calcium ions and electrical signals. You might also find him quietly pondering the meaning of ‘reality.’

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