The effect of feedback connections on information processing at the first visual synapse of Drosophila and on the animal behaviour

Lead Research Organisation: University of Sheffield
Department Name: Biomedical Science

Abstract

The brain selects where, what and how we gaze. From mammals to insects we know that there are important feedbacks from the brain centres to the sense cells, and within the sense organs themselves. However, we know little how these contribute to the processing of sensory information. Whereas humans can focus their gaze on objects of interest, insects cannot do so, as the lenses of their compound eyes have fixed focal ranges. Instead, it is likely that their attention control may take place in a form of coordinated signalling at the level of the first visual synapses, the sites where the photoreceptor neurons innervate the brain. In many animals the first visual synapses utilise continuous electrical messages instead of electrical impulses to transmit information as this provides richer communication. This is also so in the photoreceptor-LMC (large monopolar cell; the first visual interneurone) synapse in fly, where six identical photoreceptors that look at the same small visual field connect to one LMC to improve the quality of their joint transmission. Yet, this is an overly simplified view of the information processing taking place at the first visual synapse. As in the vertebrate eye, the communication from photoreceptors to the brain occurs not just one way, but instead the cells that are synaptically linked to photoreceptors feed also information back to photoreceptors. The significance of this feedback communication is, however, poorly understood, in part because monitoring in electrical messages between small visual neurones is very difficult. Here, we propose to study how the communication between (i) photoreceptors and peripheral neurones and between (ii) photoreceptors and more central visual neurones of the fly enables it to extract and filter information from the visual scene in space and in time, and relay this information to higher visual centres and to the brain. This strategy is facilitated by (1) the possibility of genetically engineering fruit flies (Drosophila melanogaster) whose neurones display reduced or increased activity, (2) the favourable location and architecture of their visual systems, (3) our ability to perform high quality electrical recordings from visual neurones and (4) the behavioural tests, where we compare the learning performance of wild-type flies and mutant variants that have malfunctioning communication channels feeding back to photoreceptors.

Technical Summary

Recent behavioural studies have shown that fruit fly, Drosophila, has attentive mechanisms that, according to the proposed model (Tang et al., 2004), should also affect early visual processing. This idea is further supported by the highly organised feedback connections within the fly eye that also link central visual brain centres to the first optic neuropile, lamina, in the periphery (Meinertzhagen and Sorra, 1991). Moreover, our recent electrophysiological data from the first visual interneurones, LMCs (large monopolar cells), have shown that signal transmission from photoreceptors to LMCs, and further towards the brain, is regulated by this feedback network. Here we propose to investigate the role of individual feedback connections in regulating the transfer of visual information from photoreceptors towards the brain in in vivo Drosophila. We will genetically dissect synaptic pathways between peripheral and more central visual neurones within modular visual processing units, called neuro-ommatidia. Comparing neural responses of output neurones in wild-type flies to those in flies that have altered connectivity will enable us to elucidate the rules, patterns and limitations of synaptic signal transfer from photoreceptors to LMCs. We will focus on two questions: First, How does the distribution of input signals over the receptive field of a LMC change with time and intensity? and second, How does the feedback from the brain and from the neighbouring interneurones affect these signals to generate particular patterns of network activity and whole animal behaviour? We will study these questions using intracellular voltage responses of LMCs to light patterns of a novel feedback-controlled LED matrix. Since this stimulator uses a running statistical measure of an LMC's responses, to regulate the generation of temporal and spatial light patterns, we will learn how adaptation and attention dynamics within the neural network of visual neurones control the transmission of information towards the fly brain. We will also conduct behavioural studies with Prof. Tang (Beijing, China) using a flight simulator in order to link the molecular, cellular and network physiology to whole animal behaviour. Finally, the results will be quantified with modelling and statistical analysis.

Publications

10 25 50
 
Description The most ground-breaking publications/discoveries from this BBSRC grant: 1. Juusola, M., Dau, A., Song, Z., Solanki, N., Rien, D., Jaciuch, D., Dongre, S., Blanchard, F., de Polavieja, G.G., Hardie, R.C. & Takalo, J. (2017). Microsaccadic sampling of moving image information provides Drosophila hyperacute vision. [P] ELIFE 6:e26117 (149 pp) [Demonstrates how the fly compound eyes exploit image motion to see hyperacute spatial details, over >4-times finer than their optical limit, elucidating how acuity depends upon photoreceptor function and eye movements. These results transform our understanding of how animals see by showing an important relationship between eye movements and visual acuity] 2. Song, Z. and Juusola, M. (2014). Refractory Sampling Links Efficiency and Costs of Sensory Encoding to Stimulus Statistics. J. Neurosci. 34: 7216 -7237. [Demonstration that the fly photoreceptors are biophysically tuned, through refractory photon sampling by their microvilli, to transmit naturalistic stimuli with high information rates and that this encoding is efficient from an energetics standpoint]
3. Song, Z., Postma, M., Billings, S.A., Coca, D, Hardie, R.C. and Juusola, M. (2012). Stochastic, Adaptive Sampling of Information by Microvilli in Fly Photoreceptors. Current Biology 22: 1371-1380. [Discovery of the evolutionary rules for generating highly efficient sensory receptors from stochastic reactions, and showing how their adaptive sampling normalises their rate of information transfer to changing environment]
4. Wardill, T.J., List, O., Li, X., Dongre, S., McCulloch, M., Ting, C.Y., O'Kane, C.J., Tang, S., Lee, C.H., Hardie, R.C. andJuusola, M. (2012). Multiple Spectral Inputs Improve Motion Discrimination in the Drosophila Visual System. Science 336: 925-931. [Disproval of 30-year old belief that early colour and motion pathways in insect eyes would be fully independent, and providing a likely physiological reason for random visual pigment expression patterns in fly eyes]
5. Abou Tayoun, A.N., Li, X., Chu, B., Hardie, R.C., Juusola, M. and Dolph, P.J. (2011), The Drosophila SK channel (dSK) Contributes to Photoreceptor Performance by Mediating Sensitivity Control at the First Visual Network. J. Neurosci. 31: 13897-13910. [Demonstration of how homeostatically balanced synaptic network functions can compensate missing or faulty ion channels in information processing]
6. Gonzalez-Bellido, P.T., Wardill, T.J. and Juusola, M. (2011). Compound Eyes and Retinal Information Processing in Miniature Dipteran Species Match Their Specific Ecological Demands. Proc Natl Acad Sci USA 108: 4224-4229. [Discovery of the evolutionary adaptations that allow miniature compound eyes to operate efficiently despite their optics approaching diffraction limit. International Society for Neuroethology Capranica Prize for a paper judged to be most scientifically significant in the field of Neuroethology in 2010]
7. Tang, S. & Juusola, M. (2010). Intrinsic Activity in the Fly Brain Gates Visual Information during Behavioral Choices. PLoS one 5(12): e14455. doi:10.1371/ journal.pone.0014455. [1st electrophysiological evidence, which suggests that insect brains use attentive processes or top-down regulation, similar to much more complex vertebrate brains, to highlight the relevant and ignore the irrelevant in visual scenes]
8. Gonzalez-Bellido, P.T., Wardill, T.J., Kostyleva, R., Meinertzhagen, I.A. and Juusola, M. (2009), Overexpressing Temperature-Sensitive Dynamin Decelerates Phototransduction and Bundles Microtubules in Drosophila Photoreceptors. J. Neurosci. 29: 14199-14210. [Demonstration of how over-expression of endocytotic protein, shibireTS, which is often used for temperature-sensitive block of synaptic transmission, causes pathological form and function changes in the fly eye]
Exploitation Route The mathematical (stochastic) framework/models about early fruit fly vision that we have produced (based on our experimental findings) are now used in large scale models to emulate the fruit fly brain: http://neurokernel.github.io/ and photoreceptors: https://github.com/JuusolaLab/Microsaccadic_Sampling_Paper
Sectors Aerospace, Defence and Marine,Digital/Communication/Information Technologies (including Software),Education,Environment,Pharmaceuticals and Medical Biotechnology

URL https://www.shef.ac.uk/bms/research/juusola
 
Description Our recent findings (data and simulations) about neural mechanisms of visual information processing in the Drosophila eyes are now used in a new open source platform (NeuroKernel) for emulating the fruit fly brain (Columbia University, New York, USA): http://neurokernel.github.io/ In General, discoveries from my laboratory are taught in relevant University courses worldwide; integrated into undergraduate lectures in Sheffield and likely in other institutions internationally.
First Year Of Impact 2014
Sector Digital/Communication/Information Technologies (including Software),Education,Other
Impact Types Cultural

 
Description Project research grant with international collaboration
Amount ¥900,000 (CNY)
Organisation National Science Foundation China 
Sector Public
Country China
Start 01/2009 
End 12/2012
 
Title Software toolkits for building stochastically operating photoreceptor models and for analysing neural information processing. 
Description Software toolkits, as used in Juusola et al. eLife 2017, for building stochastically operating photoreceptor models and for analysing neural information processing. 
Type Of Material Model of mechanisms or symptoms - non-mammalian in vivo 
Year Produced 2018 
Provided To Others? Yes  
Impact These software tools allow scientists to construct accurate biophysical models of photoreceptor cells, and to predict and analyse their information processing at different light stimulus conditions. 
URL https://github.com/JuusolaLab/Microsaccadic_Sampling_Paper
 
Title Electrophysiological and modelling data for Juusola et al, eLIfe 2017 paper 
Description Data from: Microsaccadic sampling of moving image information provides Drosophila hyperacute vision. Juusola M, Dau A, Song Z, Solanki N, Rien D, Jaciuch D, Dongre SA, Blanchard F, de Polavieja GG, Hardie RC, Takalo J. Elife 2017; stored in the Dryad Digital Repository 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact This data allows other scientists to verify our findings about hyperacute insect vision. 
URL http://datadryad.org/resource/doi:10.5061/dryad.12751
 
Title Software code for Juusola et al 2017 eLife paper 
Description Github repository for the key software code used in Juusola et al 2017 eLife paper 
Type Of Material Computer model/algorithm 
Year Produced 2017 
Provided To Others? Yes  
Impact The given software code allows other scientists to replicate and test our models and analyses as described in Juusola et al 2017 eLife paper. 
URL https://github.com/JuusolaLab/Microsaccadic_Sampling_Paper
 
Description PI of a research laboratory in National Key Laboratory of Cognitive Neuroscience and Learning, Beijing, China 
Organisation National Key Laboratory of Cognitive Neuroscience and Learning, Beijing, China
Country China 
Sector Public 
PI Contribution Minimum of 2 months/year to work on information processing in Drosophila visual system and in the mammalian cortex in BNU, China. National Key Laboratory of Cognitive Neuroscience and Learning has provided me with a fully-equipped research laboratory, including fly facilities; three experimental rooms, two of which are electrically shielded for behavioural and electrophysiological studies; and office rooms for workers (currently funding 2 Ph.D. students and a lab manager). Their total investment into my BNU laboratory already amounts to ~£1,400,000.
Collaborator Contribution Basic research infrastructure and funding including studentships, totaling £1,400,000 so far.
Impact In 2015, I was selected as a High-End Foreign Expert by the Chinese National Recruitment Program of High-End Foreign Experts (2015). This was 3-year fellowship (ending on 31 Dec 2017). National Key Laboratory of Cognitive Neuroscience and Learning has since extended my BNU professorship for further 3 years, with the same level of base funding.
Start Year 2008
 
Title Software code for modelling and analyses as described in Juusola et al 2017 eLife paper. 
Description The given software code allows other scientists to replicate and test our models and analyses as described in Juusola et al 2017 eLife paper. 
Type Of Technology Software 
Year Produced 2017 
Open Source License? Yes  
Impact This software package provides the toolkits for building stochastically operating photoreceptor models and for analysing neural information processing. 
URL https://github.com/JuusolaLab/Microsaccadic_Sampling_Paper
 
Description Bottom-up and top-town processing of information in the Drosophila visual system. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Participants in your research or patient groups
Results and Impact Invited talk: 30.07.2008. National Science Foundation of China, Changhun, China.

no actual impacts realised to date
Year(s) Of Engagement Activity 2008
 
Description Foster Talk: How form shapes function; from sensory neurones to the organisation of the primate cortex 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Participants in your research or patient groups
Results and Impact Invited established seminar series talk: 03.02.2011. Physiology, Development and Neuroscience, University of Cambridge, UK.

no actual impacts realised to date
Year(s) Of Engagement Activity 2011
 
Description Invited talk: How to sample a reliable neural estimate of the variable world? 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact About 70 scientists attended for "Multimodal sensory transduction in insect neurons symposium" at the Physiological Society, London, which sparked questions and discussion afterwards, and the participants reported changing their viewpoints about insect vision/perception as stimulated by my new research findings.
Year(s) Of Engagement Activity 2017
 
Description Neural computations behind early visual invariance 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach international
Primary Audience Participants in your research or patient groups
Results and Impact Invited conference talk: 14.03.2011. JFRC Conference: Vision in Flies (by invitation only for 20 leading scientists in the field). Howard Hughes Medical Research Institute, Janelia Farm, USA.

no actual impacts realised to date
Year(s) Of Engagement Activity 2011
 
Description Seeing through moving eyes - microsaccadic information sampling provides Drosophila hyperacute vision 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact I gave an invited research talk for 20-30 researchers at the University of Ljubljana, Slovenia (06.10.2017). The audience was excited about my research findings, and the discussions carried on long after my talk.
Year(s) Of Engagement Activity 2017
 
Description Seeing through moving eyes - microsaccadic information sampling provides Drosophila hyperacute vision. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Undergraduate students
Results and Impact I was an invited lecturer at the National Cognitive Neuroscience Summer School in Beijing Normal University (BNU), Beijing, China in July 2017. About 200 Chinese undergraduate students attended my talks, and four students selected me as their lab demonstrator for neuroscience research techniques.
Year(s) Of Engagement Activity 2017
 
Description Seeing through moving eyes - microsaccadic information sampling provides Drosophila hyperacute vision. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact I gave an invited research talk for 30-40 researchers in the Department of Biomedical Science at the University of Sheffield, UK. (23.10.2017). The audience was excited about my research findings, and the discussions carried on long after my talk.
Year(s) Of Engagement Activity 2017
 
Description Seeing through moving eyes - microsaccadic information sampling provides Drosophila hyperacute vision. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact I gave an invited research talk for 30-40 researchers at the University of Helsinki, Finland (22.06.2017). The audience was excited about my research findings, and the discussions carried on long after my talk.
Year(s) Of Engagement Activity 2017
 
Description Seeing through moving eyes - microsaccadic information sampling provides Drosophila hyperacute vision. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact About 60 leading international scientists in my field attended my talk in the Kavli Workshop on Neural Circuits and Behavior of Drosophila, Crete in July 2017. My talk sparked questions and discussion afterwards, with many participants informing me that my research efforts were now changing the general understanding of how insect compound eyes work.
Year(s) Of Engagement Activity 2017