One of the undergraduates in the lab, Olivia Haddadin presented her work on Species Differences in Retinal Aii Connectivity at the recent University of Utah undergraduate research symposium (virtual). Here is her poster presentation
This poster was presented today, July 28th at the 2019 International Gap Junction Conference in Victoria, Canada by Crystal L. Sigulinsky, Rebecca L. Pfeiffer, James R. Anderson, Christopher Rapp, Jeebika Dahal, Jessica C Garcia, Jia-Hui Yang, Daniel P. Emrich, Hope Morrison, Kevin D. Rapp, Carl B. Watt, Mineo Kondo, Hiroko Terasaki, Robert E. Marc and Bryan W. Jones.
Almost full resolution version here.
Crystal L Sigulinsky1, Rebecca L Pfeiffer1, James R. Anderson1, Christopher N. Rapp1, Jeebika Dahal1, Jessica C Garcia1, Jia-Hui Yang1, Daniel P. Emrich1, Hope Morrison1, Kevin D. Rapp1, Carl B. Watt1, Mineo Kondo2, Hiroko Terasaki3, Robert E. Marc1, Bryan W. Jones1
1Moran Eye Center/ Ophthalmology, University of Utah, Salt Lake City, Utah, United States; 2Mie University, Tsu, Japan; 3Nagoya University, Nagoya-shi, Japan;
Background and aim:
Gap junctions are prevalent throughout the neural retina, with expression by every major neuronal class and at every level of signal processing. Yet, the functional roles and expressing cells/participating networks for many remain unknown. Spontaneous network spontaneous hyperactivity observed during retinal degeneration contributes to visual impairment and requires gap junctional coupling in the Aii amacrine cell/ON cone bipolar cell (CBC) network. However, it remains unclear whether this hyperactivity reflects changes in the underlying circuitry or dysfunction of the normative circuitry. Here, we used connectomics-based mapping of retinal circuitry to 1) define the coupling architecture of the Aii/ON CBC network in healthy adult rabbit retina using connectome RC1 and 2) evaluate changes in coupling motifs in RPC1, a pathoconnectome from a rabbit retinal degeneration model.
RC1 and RPC1 are connectomes built by automated transmission electron microscopy at ultrastructural (2 nm/pixel) resolution. RC1 is a 0.25 mm diameter volume of retina from a 13-month old, light adapted female Dutch Belted rabbit. RPC1 is a 0.07 mm diameter volume of degenerate retina from a transgenic P347L model of autosomal dominant retinitis pigmentosa (10-months old, male, New Zealand White background) presenting with ~50% rod loss. ON CBCs, Aii amacrine cells, and their coupling partners were annotated using the Viking application. Coupling motifs and features were explored with 3D rendering and network graph visualization. Gap junctions were validated by 0.25 nm resolution recapture with goniometric tilt when necessary.
Complete reconstruction of 37 ON CBCs in RC1 yielded 1339 gap junctions and revealed pervasive in- and cross-class coupling motifs among ON CBCs that produce complex network topologies within the coupled Aii network. Robust rulesets underlie class-specific coupling profiles with specificity defined beyond geometric opportunity. These coupling profiles enabled classification of all 145 ON CBCs contained within RC1 into 7 distinct classes. In RPC1, two ON CBC classes appear to retain their class-specific coupling profiles, accepting and rejecting specific combinations of Aii and ON CBC class partnerships. However, aberrant partnerships exist, including both loss of motifs and acquisition of novel ones.
Gap junctions formed by ON CBCs are prominent network components, with specificity rivaling that of chemical synapses. These gap junctions not only subserve canonical signal transfer for night vision, but also extensive coupling within and across the parallel processing streams. Clearly aberrant morphological and synaptic changes exist in RPC1, including changes in the coupling specificity of both Aii and ON CBCs. Thus, circuit topology is altered prior to complete loss of rods, with substantial implications for therapeutic interventions for blinding diseases that depend upon the surviving retinal network.
This abstract was presented today, April 8th at the 2019 Association for Research in Vision and Opthalmology (ARVO) meetings in Vancouver, Canada as a platform presentation by Crystal L. Sigulinsky, Rebecca L. Pfeiffer, James R. Anderson, Daniel P. Emrich, Christopher Rapp, Jeebika Dahal, Jessica Garcia, Hope Morrison, Kevin D. Rapp, Jia-Hui Yang, Carl B. Watt, Robert E. Marc and Bryan W. Jones.
In mouse models of retinal degeneration, connexin36-containing gap junctions in the Aii amacrine cell network appear to mediate aberrant hyperactivity within the retina. However, it remains unclear whether this hyperactivity reflects changes in the underlying circuitry or dysfunction of the normative circuitry. Our connectomics-based mapping of retinal circuitry in rabbit Retinal Connectome 1 (RC1) has dramatically expanded the coupled Aii network. In addition to canonical Aii-to-Aii and Aii-to-ON cone bipolar cell (CBC) coupling, we describe pervasive in- and cross-class coupling motifs among ON CBCs. This study examines the changes in these coupling motifs in RPC1, an ultrastructural retinal pathoconnectome from a rabbit model of retinitis pigmentosa.
RC1 and RPC1 are connectomes built by automated transmission electron microscopy at ultrastructural (2 nm/pixel) resolution. RC1 is a 0.25 mm diameter volume of retina from a 13 month old, light-adapted female Dutch Belted rabbit and serves as the healthy reference connectome. RPC1 is a 0.09 mm diameter volume of pathological retina from a 10 month old, male transgenic P347L model of autosomal dominant retinitis pigmentosa showing early phase 1 retinal remodeling, when rod photoreceptors are still present, but stressed. ON CBCs, Aii amacrine cells, and their coupling partners were annotated using the Viking application. Coupling motifs and features were explored with 3D rendering and graph visualization of connectivity. Gap junctions were validated by 0.25 nm resolution recapture with goniometric tilt when necessary.
All major coupling motifs were observed. Several ON CBC classes retained their class-specific coupling profiles, accepting and rejecting specific combinations of Aii and ON CBC class partnerships. However, aberrant partnerships exist in the coupled network, including both loss of prominent motifs and acquisition of novel ones.
Clearly aberrant morphological and synaptic changes exist in RPC1, including changes in the coupling specificity and gap junction distributions of both Aii amacrine cells and ON CBCs. This indicates that the Aii/ON CBC circuit topology is already altered during early phase 1 remodeling, with substantial implications for therapeutic interventions for blinding diseases that depend upon the surviving retinal network in human patients.
This abstract was presented today, April 8th at the 2019 Association for Research in Vision and Opthalmology (ARVO) meetings in Vancouver, Canada by Selena Wirthlin, Crystal L. Sigulinsky, James R. Anderson, Daniel P. Emrich, Christopher Rapp, Jeebika Dahal, Rebecca L. Pfeiffer, Kevin D. Rapp, Jia-Hui Yang, Carl B. Watt, Robert E. Marc and Bryan W. Jones.
Full resolution version here.
Mouse retina structurally differs from rabbit retina, as it is thicker and vascularized, while the rabbit retina is thinner and avascular. The implications of these differences on neuronal morphology and connectivity is not known. This project compares the morphology and connectivity of the Aii amacrine cell (AC) with ultrastructural precision in connectomes of mouse (RC2) and rabbit (RC1) retina.
RC1 and RC2 are connectomes built by automated transmission electron microscopy at ultrastructural (2 nm/pixel) resolution. RC1 and RC2 are 0.25mm diameter volumes of retina. RC1 is from a 13 month old, female Dutch Belted rabbit. RC2 is from a 5 month old female C57BL/6J mouse. The Viking application was used to annotate Aii ACs in both connectomes.
Mouse Aii ACs are noticeably elongated to span the thicker inner plexiform layer (IPL) and have a prominent neck region. Lobular appendages of Aii ACs in both species extend thin stalks from the soma, neck and proximal arboreal dendrites in the OFF sublamina, predominantly forming reciprocal synapses with OFF cone bipolar cells (BCs). In rabbits, multiple arboreal dendrites emerge from the base of the neck, branch and travel obliquely through the ON sublamina, and form gap junctions with ON cone BCs, neighbor Aii ACs, and itself. They extend laterally at the base of the IPL, collecting ribbon input from rod BCs. In contrast, mouse arboreal dendrites stem from a single primary dendrite that branches as it travels vertically through the IPL without self-branch interaction, terminating at variable depths that align with the more broadly ramified axon terminals of rod BCs. Conventional synapse to gap junction ratios reveal greater output in the OFF vs ON layer in mouse compared to rabbit. Notably, mouse Aii ACs form gap junctions with the descending axons of ON cone BCs as they pass its soma, in contrast to rabbit, where gap junctions do not form at contacts proximal to ON cone BC axon terminals.
Lateral expansion of rabbit Aii ACs may be attributable to eccentricity. However, morphological differences appear to mediate greater output to the OFF versus ON pathway in mouse. Synaptic partners are currently being analyzed. Comparative anatomy connectomics is essential for understanding possible implications of retinal structure on neuronal morphology and connectivity that may underlie network differences between the mouse and rabbit retina.
This abstract was presented today, April 8th at the 2019 Association for Research in Vision and Opthalmology (ARVO) meetings in Vancouver, Canada by Jeebika Dahal, Rebecca L. Pfeiffer, Crystal L. Sigulinsky, James R. Anderson, Daniel P. Emrich, Hope Morrison, Jessica C. Garcia, Kevin D. Rapp, Jia-Hui Yang, Carl B. Watt, Mineo Kondo, Hiroko Terasaki, Robert E. Marc and Bryan W. Jones.
Full resolution version here.
Aii amacrine cells (Aii ACs) function in mediating scotopic vision via connection of rod bipolar cells (Rod BCs) to cone bipolar cell pathways. The purpose of this project is to determine the effect of retinal degeneration (RD) on Aii AC networks. We explore this in a pathoconnectome of early RD (RPC1), using a connectome of healthy retina (RC1) as control. Cells in each volume are evaluated by comparison of morphology, synaptic connectivity, and eventually network analysis.
Tissue for RPC1 was collected from a 10 month old transgenic p347L rabbit model of autosomal dominant retinitis pigmentosa. RC1 was collected from a 13 month old Dutch-Belted rabbit, with no indications of degeneration. Tissue was fixed in a mixed aldehyde solution, before subsequent dehydration, osmication, and resin embedding. Volumes were sectioned at 70nm (RPC1) and 90nm (RC1) and placed on formvar grids. 1 section was reserved from every 30 TEM sections for computational molecular phenotyping where it was placed on a slide and probed for small molecules or proteins. TEM sections were captured at 2.18nm/px using SerialEM software on a JEOL JEM-1400 TEM. The RC1 volume has a diameter of 250µm and RPC1 has a diameter of 90µm. Both volumes were analyzed using the Viking software suite.
In this study, Aii ACs from RPC1 were compared to RC1. Initial results indicate no distinct difference in the morphology other than arbor size, which are likely due to eccentricity differences between volumes. However, in RPC1, we observe multiple instances of Aii AC coupling with Rod BCs in the ON region of the IPL. In contrast, Rod BCs never form gap junctions in healthy retina.
Coupling between Aii ACs and Rod BCs in RPC1 is a unique change in retinal network topology occurring in early RD. Further exploration of network changes as a response to RD is warranted, as many therapeutic interventions currently in development rely upon maintenance of inner retinal circuitry. Prior research demonstrates Rod BCs extend dendrites towards cones and change their receptor expression as rods degenerate. Therefore, knowing the network changes involving Aii ACs and their associations with bipolar cells is crucial to understanding how photoreceptor degeneration affects inner retinal visual processing.
This abstract was presented today, April 8th at the 2019 Association for Research in Vision and Opthalmology (ARVO) meetings in Vancouver, Canada by Jessica C. Garcia, Rebecca L. Pfeiffer, Crystal L. Sigulinsky, James R. Anderson, Daniel P. Emrich, Jeebika Dahal, Hope Morrison, Kevin D. Rapp, Jia-Hui Yang, Carl B. Watt, Mineo Kondo, Hiroko Terasaki, Robert E. Marc and Bryan W. Jones.
Full resolution version here.
Purpose: Cone bipolar cells are customarily classified into superclasses of ON (ON-BCs) and OFF (OFF-BCs). ON or OFF specialization is further segregated by stratification within the inner plexiform layer. Retinal degeneration induces negative plasticity termed remodeling, that includes aberrant neurite extension from multiple cell types (rewiring) and ON-BCs switching their glutamate receptors to match that of OFF-BCs (reprogramming). Previous analysis in healthy retina shows that ON-BCs can make small ribbon synapses in the descending axon or, less frequently, simple single branch projections in the OFF layer. What impact remodeling has on these OFF-layer branches is unknown. In this study, we compare OFF branches from ON-BCs in a connectome of early retinal degeneration (RPC1) to our healthy retinal connectome (RC1).
Methods: Retinal tissues selected for RC1 and RPC1 were collected post-mortem from a 13 month old Dutch-belted healthy female rabbit and a male 10 month old transgenic P347L rabbit model of autosomal dominant retinitis pigmentosa, respectively. RPC1 shows signs of remodeling including rod outer-segment degeneration and aberrant neurite extension. Tissues were fixed in mixed aldehydes and subsequently osmicated, dehydrated, resin embedded, and sectioned at 90 nm (RC1) or 70 nm (RPC1). Sections were placed on formvar grids, stained, and imaged at 2nm/px on a JEOL JEM-1400 TEM using SerialEM software. 1 section was reserved from every 30 for Computational Molecular Phenotyping, and probed for small molecules. Both volumes were evaluated using the Viking software suite.
Results: Ribbons of ON-BCs formed in the OFF layer branches have been previously described to contact glycinergic amacrine cells (ACs), GABAergic ACs, ON ganglion cells, and intrinsically photosensitive ganglion cells. Initial analysis of OFF branches of ON-BCs in RPC1 demonstrate more complex branching than in RC1 and increased number of synapses on these branches. In contrast to the inconsistent OFF layer branch stratification observed in RC1, the OFF branches in RPC1 appear to stratify at a similar level. Evaluation of synaptic partners is ongoing.
Conclusions: Increased complexity and number of synapses found in the OFF branches of some ON-BCs ultimately may represent ON network corruption. Exploring synaptic partners will reveal potential network alterations in retinal degenerative disease.
Authors: Rebecca L. Pfeiffer, James R. Anderson, Daniel P. Emrich, Jeebika Dahal, Crystal L. Sigulinsky, Jia-Hui Yang, Kevin D. Rapp, Carl B. Watt, Jessica C. Garcia, Mineo Kondo, Hiroko Terasaki, Robert E. Marc, and Bryan W. Jones.
Abstract: Ultrastructural connectomics has allowed for precise identification of neural network topologies in retina, exposing synaptic connectivity associated with specific pathways involved in neural retinal processing. In pathological degenerate retina such as retinitis pigmentosa (RP), retinal remodeling emerges as a phenomenon through a series of negative plasticity events originating from neural deafferentation initiated by photoreceptor degeneration. Early stages of remodeling include glial changes, GluR receptor alterations (reprogramming), and rewiring of retinal networks. The connectivities initiated by these processes are currently unknown. To address this problem, we have created an ultrastructural pathoconnnectome of early retinal remodeling in a rabbit model of retinitis pigmentosa, Retinal Pathoconnectome 1 (RPC1).
We presented a poster on Mapping the network architecture of gap junctional coupling among parallel processing channels in the mammalian retina at the 2019 HHMI Connectomics meeting in Berlintoday. Downsampled PDF of poster here.
Authors: Crystal L. Sigulinsky, James R. Anderson, Ethan Kerzner, Christopher N. Rapp, Rebecca L. Pfeiffer, Daniel P. Emrich, Kevin D. Rapp, Noah T. Nelson, J. Scott Lauritzen, Miriah Meyer, Robert E. Marc, and Bryan W. Jones.
Abstract: Electrical synapses are fundamental components of neural networks. Gap junctions provide the anatomical basis for electrical synapses and are prevalent throughout the neural retina with essential roles in signal transmission. Gap junctions within and between the parallel processing channels afforded by retinal bipolar cells have been reported or predicted, but their roles, partners, and patterns remain largely unknown. Here, we took advantage of the high resolution of Retinal Connectome 1 (RC1) to reconstruct ON cone bipolar cells (CBCs) and map their coupling topologies.
Rebecca Pfeiffer, a post-doc in the laboratory presented her work on “Rod Bipolar Cell Networks in Early Retinal Remodeling” as a platform presentation at the ISER 2018 meeting in Belfast, Northern Ireland.
Authors: Rebecca Pfeiffer, James R. Anderson, Daniel P. Emrich, Jeebika Dahal, Crystal L Sigulinsky, Hope AB Morrison, Jia-Hui Yang, Carl B. Watt, Kevin D. Rapp, Jessica C Garcia, Mineo Kondo, Hiroko Terasaki, Robert E. Marc, and Bryan W. Jones.
Abstract: Retinal remodeling is a form of negative plasticity that occurs as a consequence of retinal degenerative diseases. Part of retinal remodeling involves anomalous sprouting of processes, termed neurites. The synaptic structures and partners of the neurites are not yet defined, leading to uncertainty about the consistency of network motifs between healthy and degenerate retina. Our goal is to map out the identities and network relationships of bipolar cell networks using a connectomics strategy. Retinal connectomes or ultrastructural maps of neuronal connectivity have substantially contributed to our understanding of retinal network topology, providing ground truth against which pathological network topologies can be evaluated. We have generated the first pathoconnectome (RPC1), or connectome of pathological tissues, of early retinal remodeling at 2nm/pixel, and are currently investigating the impact of remodeling on network architecture.
The tissue for RPC1 was obtained from a 10mo transgenic P347L rabbit model of autosomal dominant retinitis pigmentosa. Tissue was fixed in mixed aldehydes, osmicated, dehydrated, embedded in epon resin, and sectioned at 70nm. Serial sections were placed on grids, stained, and imaged using a JEOL JEM-1400 TEM using SerialEM software. Every 30th section was reserved for computational molecular phenotyping (CMP), and probed for small molecules: glutamate, glutamine, glycine, GABA, taurine, glutathione; or TEM compatible proteins GFAP and GS. The pathoconnectome volume is explored and annotated using the Viking software suite.
RPC1 was selected as an example of early retinal remodeling, demonstrating Muller cell hypertrophy, metabolic dysregulation, and degeneration of rod outer segments, indicating phase 1 remodeling and neuronal sprouting. We have observed the presence of both cone pedicles and rod spherules within the OPL to be synaptically active with neurites from some rod bipolar cells forming functional synapses with both rod spherules and cone pedicles. These rod bipolar cells also exhibit structurally altered ribbon synapses. We are currently evaluating network motifs and comparing them to networks established from our previous connectome, RC1, generated from a healthy rabbit.
These findings allow us to evaluate and analyze the impact of retinal remodeling on retinal networks which may have important implications for therapeutic interventions being developed which rely on inner retina network integrity.
Rebecca Pfeiffer, a post-doc in the laboratory presented her work on “Pathoconnectome Analysis of Müller Cells in Early Retinal Remodeling” as a platform presentation at the RD2018 meeting in Killarney, Ireland.
Authors: Rebecca Pfeiffer, James R. Anderson, Daniel P. Emrich, Jeebika Dahal, Crystal L Sigulinsky, Hope AB Morrison, Jia-Hui Yang, Carl B. Watt, Kevin D. Rapp, Mineo Kondo, Hiroko Terasaki, Jessica C Garcia, Robert E. Marc, and Bryan W. Jones.
Purpose: Glia play important roles in neural system function. These roles include, but are not limited to: amino acid recycling, ion homeostasis, glucose transport, and removal of waste. During retinal degeneration, Muller cells, the primary macroglia of the retina, are one of the first cells to show metabolic and morphological alterations in response to retinal stress. The metabolic alterations observed in Muller cells appear to manifest in regions of photoreceptor degeneration; however, the precise mechanisms that govern these alterations in response to neuronal stress, synapse maintenance, or glia-glia interactions is currently unknown. This project aims to reconstruct Muller cells from a pathoconnectome of early retinal remodeling at 2nm/pixel with ultrastructural metabolic data to determine the relationship of structural and metabolic phenotypes between neighboring neurons and glia.
Methods: Retinal pathoconnectome 1 (RPC1) is the first connectome to be assembled from pathologic neural tissue (a pathoconnectome). The tissue selected for RPC1 was collected post mortem from a 10 month transgenic P347L rabbit model of autosomal dominant retinitis pigmentosa, fixed in 1% formaldehyde, 2.5% glutaraldehyde, 3% sucrose, and 1mM MgSO4 in cacodylate buffer (pH 7.4). The tissue was subsequently osmicated, dehydrated, resin embedded, and sectioned at 70nm. Sections were placed on formvar grids, stained, and imaged at 2nm/pixel on a JEOL JEM-1400 TEM using SerialEM software. 1 section was reserved from every 30 sections for CMP, where it was placed on a slide and probed for small molecules: glutamate, glutamine, glycine, GABA, taurine, glutathione; or TEM compatible proteins GFAP and GS. The pathoconnectome volume was evaluated and annotated using the Viking software suite.
Results: RPC1 demonstrates hallmarks of early retinal degeneration and remodeling, including the glial phenotypes of hypertrophy and metabolic variation between neighboring Muller cells. Early evaluation of these glia demonstrates variations in osmication in Muller cells as well as apparent encroachment of glial end-feet on one another. We are currently in the process of reconstructing multiple Muller cells within RPC1 and their neighboring neurons. Once complete, we will assess the relationship between Muller cell phenotype and the phenotypes of contacted neuronal and glial neighbors.
Conclusions: How neural-glial relationships are affected by retinal remodeling may help us understand why remodeling and neurodegeneration follow photoreceptor degeneration. In addition, determining these relationships during remodeling will be crucial to developing therapeutics with long-term success. RPC1 provides a framework to analyze these relationships in early retinal remodeling through ultrastructural reconstructions of all neurons and glia in an intact retina. These reconstructions, informed by quantitative metabolite labeling, will allow us to evaluate these neural-glial interactions more comprehensively than other techniques have previously allowed.