Abstract
We have long known that rod and cone signals interact within the retina and can even contribute to color vision, but the extent of these influences has remained unclear. New results with more powerful methods of RNA expression profiling, specific cell labeling, and single-cell recording have provided greater clarity and are showing that rod and cone signals can mix at virtually every level of signal processing. These interactions influence the integration of retinal signals and make an important contribution to visual perception.
Keywords: retina, photoreceptor, processing, interaction
When one of us was a graduate student in the early ’70s, Edwin Land, the inventor of the Polaroid camera, came to Harvard to give a seminar on his “retinex” theory of color vision 1, 2. Though a successful entrepreneur and businessman, Land retained an immense curiosity about the eye and especially about color. His retinex theory attempted to account for what most scientists would call color constancy—the remarkable ability of the visual system to maintain the perceived color of an object in quite different conditions of illumination. Apples continue to be red or green at dawn and at noon, even though the light reflected from the apples at different times of day can be quite different in wavelength composition.
After the seminar, Gordon told Land about his experiments on interactions between rod and cone signals in the mudpuppy retina 3, and Land invited him to the research laboratory of the Polaroid Corporation to meet Land’s associate John McCann, who was working on rod contributions to color vision. Although we are accustomed to think of rods as being responsible for dim-light vision and cones for color vision, McCann had devised a psychophysical demonstration with light stimulating only the rods and long-wavelength cones. He showed with little doubt that rods could contribute to the perception of hue 4, 5. His results and those of other psychophysicists (see, for example, 6, 7) have provided clear evidence of a contribution of rods to color.
In addition to these experiments, a large body of psychophysical literature indicates that signals derived from rods and cones can interact at many levels in the retina (see 8). Rod signals can influence cone spatial acuity and temporal sensitivity in sometimes quite surprising ways. Because rod signals are slower than cone signals, the signals from the two kinds of photoreceptors to flickering illumination can arrive at downstream targets out of phase with one another so that the flickering light stimulating both kinds of photoreceptors can seem to be steady 9. Even when the rods are not stimulated, they can decrease cone sensitivity to flicker during dark adaptation 10, and cones can depress rod sensitivity and move rod saturation to lower light intensities 11. These interactions probably occur somewhere in the retina, but nothing is known about the details of their mechanisms.
Renewed interest in interactions between rods and cones has been stimulated by several recent findings. Single-cell RNA expression profiling is being used in many parts of the nervous system to identify and distinguish different cell types from the profiles of the RNAs they express (see, for example, 12, 13). This method has also been used to good advantage on the retina, where it has now provided a comprehensive classification of all types of mouse bipolar cells 14. Careful examination of contacts of these cells with another technique—serial-section electron microscopy followed by computer-guided reconstruction of cell morphology 15—has given us a more complete understanding of rod and cone pathways through the mammalian retina and shown that they intermingle more than previously thought 16. Physiological studies have also provided new perspectives (for example, 17). Joesch and Meister 18 have shown, for example, that mice have a specific kind of ganglion cell (called the J-RGC or JAMB; see 19) with a color-opponent receptive field (see also 20). These cells resemble ganglion cells thought to mediate color vision in many vertebrates, but the center OFF response of the J-RGC can come specifically from ultraviolet-sensitive cones, and the ON surround from rods. The center and surround are mutually antagonistic, suggesting that the mouse retina contains specific microcircuits to provide color information resulting from interactions between rod and cone signals.
Another even more surprising finding is the claim of Tikidji-Hamburyan and colleagues 21 that rods can continue to function at much higher luminance than previously supposed. These investigators recorded from the retinas (and the central nervous system) of mice genetically engineered to lack cone function and showed that responses could be recorded from photoreceptors and ganglion cells even in bright, bleaching light. These findings challenge earlier psychophysical measurements in humans ( 22; see 23) and mice 24 as well as electrical recordings from single mammalian photoreceptors (for example, 25– 27) and from other retinal neurons 18, 28, all of which seem to show that rods saturate and become essentially non-functional in relatively dim background light to allow the cones with their kinetically faster responses to dominate perception.
To put this research into perspective and stimulate new avenues of research, we will endeavor to describe our present understanding of rod and cone interactions in the retina, emphasizing more recent findings from the mouse and primate. There are several demonstrated pathways for rod and cone signals to be communicated through the retina ( Figure 1), and each of these pathways provides opportunities for the two signals to influence one another.
Electrical coupling of rods and cones
A first stage of interaction between rods and cones occurs within the photoreceptor layer itself. Rods are electrically coupled to cones in many vertebrate species 29, including teleost fish 30, amphibians 31, mice 32, 33, and primates 34, 35. Although the coupling is known to require connexin 36 36, 37, and connexin 36 immunolabeling can be readily identified at gap junctions between rods and cones on the cone side of the junction 33, 38, 39, the identity of the rod connexin has long been uncertain. We think it quite likely, however, that the rod protein in the mouse is also some form of connexin 36. The evidence is, first, that connexin 36 expression has been shown to be widespread within the photoreceptor layer, and there is so much labeling that it is unlikely to be confined only within the cones 36. In addition, Jin and colleagues 40 have recently shown that coupling is essentially abolished when connexin 36 gene expression is deleted specifically within the rods. However, it remains possible that two different isoforms of connexin 36 are expressed in the two kinds of photoreceptors.
The preferred direction of current flow will be from rods to cones because of the much greater number of rods in most mammalian retinas 41. Therefore, the extent of coupling between rods and cones will set the magnitude of rod signals seen within the cone pedicle. Rod–cone coupling has some interesting features. Coupling of rods and cones in goldfish retina is under circadian control so that it is strong in darkness at night but much weaker in brighter illumination during the day 30. The extent of coupling is regulated by dopamine and D 2 receptors, such that increases in dopamine and D 2-receptor stimulation during the day decrease coupling. In primates, on the other hand, neither background light nor dopamine has been reported to influence the extent of coupling 35.
Asteriti and colleagues 32 have recorded from photoreceptors with perforated patch in mouse retina and observed that the amplitude of the rod voltage signal recorded in cones gradually increases over many minutes during the duration of the recording. The mechanism of this potential modulation is unclear. Our graduate student Norianne Ingram has recorded rod input in mouse cones with whole-cell patch recording 45 and has seen no evidence for time dependence of the rod input. Clearly, much more remains to be learned about the physiology of rod–cone coupling and its control by light intensity and circadian rhythm.
Rod and cone inputs to bipolar cells
Rods and cones make synapses in the outer plexiform layer with two kinds of cells ( Figure 1): bipolar cells, whose axons transmit information to the next layer of retina called the inner plexiform layer, and horizontal cells, whose lateral processes interconnect photoreceptors and bipolar cells. Vertebrates have two kinds of bipolar cells (see 46): ON-type depolarizing to light in the center and hyperpolarizing to surrounding illumination and OFF-type hyperpolarizing to central illumination and depolarizing to the surround 47, 48. In teleost fish 49 and other lower vertebrates (for example, 3, 50), rods and cones synapse together onto the same ON and OFF bipolar cells, although some bipolar cells receive much more rod input than others.
In mammals, rod signals are conveyed down to the inner plexiform layer by only a few specific kinds of bipolar cells (see Figure 1 and 43). There is a single so-called “rod” bipolar cell, which is exclusively ON and which uses metabotropic mGluR6 synaptic receptors 51. Although these cells receive almost entirely rod input, we now know that they can also make a small number of contacts with cones 16, 17. These rod bipolar cells form the primary pathway of rod transit through the retina in dim light 52– 54 but can also continue to signal contrast modulation at ambient intensities above the cone threshold 55. It is currently unknown whether they can also respond in even brighter, bleaching light, when rods would be hyperpolarized well below their dark resting-membrane potential.
In addition to the rod bipolar, there are a further 13 or 14 kinds of bipolar cell in mouse 14, which can be either ON-type or OFF-type and use either mGluR6 glutamate receptors or ionotropic kainate/AMPA glutamate receptors. Most of these bipolar cells receive direct input exclusively from cones, but at least three types of OFF bipolar cell are also contacted by rods 16, 56– 58, in mouse as apparently also in primates 59. At present, there is little evidence for direct synaptic input of rods to ON bipolar cells other than the “rod” bipolar (but see 17). Each of the different bipolar cell types has a distinguishing response profile and different spatial and temporal characteristics 60. These differences are probably the combined result of differences in their populations of synaptic receptors, voltage-gated ion channels, receptor modulation, and inhibition from horizontal cells as well as from amacrine cells in the inner plexiform layer (see 46, 60, 61).
Horizontal cells
Horizontal cells in lower vertebrates receive input from cones or from both rods and cones and can have light responses of two kinds. Some cells (called C-type) have mutually antagonistic input from two spectral classes of cones or from rods and cones, but most cells are L-type and receive exclusively hyperpolarizing input (see, for example, 3, 62, 63). Mammals seem not to have C-type horizontal cells but can have two morphologically different kinds of L-type horizontal cells: an A-type, which lacks an axon and contacts only cones, and a B-type, whose dendritic terminals contact only cones and whose often large axon terminal contacts only rods 64, 65. The mouse retina has only the B-type ( Figure 1; see 66).
Early recordings from mammalian horizontal cells nearly 50 years ago revealed that the same cell could receive both rod and cone input 67. Similar recordings from mice have also demonstrated that both the cell body and axon terminal of the B-type cell can receive input from rods and cones 68. Because the axon is slender and does not conduct action potentials, it is usually assumed that signals from the two kinds of photoreceptors cannot be conducted by the axon between the cell body and axon terminal 69 but must travel via gap junctions between the rod and cone photoreceptors before the photoreceptors synapse onto the horizontal cells. However, Trümpler and colleagues 68 have shown that cone signals can be recorded from horizontal-cell axon terminals in mice lacking connexin 36, suggesting that some signal can make it down the axon at least from the cell body to the axon terminal. They were unable to demonstrate that rod signals could be recorded from the cell bodies after elimination of the gap junctions. This result is surprising: if signal spreads from the cell body to the axon terminal, we should expect it to spread in the opposite direction as well, given the passive properties of signal conduction down the axon and the large size of the axon terminal relative to the cell body.
Horizontal cells provide inhibitory surrounds by feeding back onto both rods and cones (see, for example, 70, 71). Because both the soma and the axon terminals of horizontal cells receive signals from both kinds of photoreceptors, the rod signal in the horizontal-cell somata could feed back onto cones and the cone signal in the horizontal-cell axons could feed back onto rods. An effect of this kind was recently demonstrated by Szikra and colleagues 28, who showed that rod photoreceptors can be modestly depolarized by cone signals coming from horizontal cells. Because horizontal cells receive input from both kinds of photoreceptors, they are potentially capable of mediating antagonistic rod–cone interactions in either direction.
Amacrine cells and the inner plexiform layer
Bipolar cells synapse onto both amacrine and ganglion cells in the next layer of processing, the inner plexiform layer ( Figure 1). There are at least 40 different types of amacrine cell, each with a distinguishable morphology and pattern of synaptic contact 15. Amacrine cells receive signals from rods or both rods and cones, either directly from bipolar cells or indirectly via the gap junctions between the two kinds of receptors. The A17 amacrine cells, for example, receive synapses almost exclusively from rod bipolar cells 72 and make reciprocal GABAergic inhibitory synapses back onto these same bipolar cells 73, 74. In this way, they provide local feedback inhibition at rod bipolar cell terminals 75, which can shape the temporal characteristics of the rod signal conveyed to the rest of the retina and visual system 76.
Rod and cone inputs have been particularly well studied for another amacrine cell, called the AII amacrine (or sometimes A2; see, for example, 15). In mammals, this cell serves an essential function in dim-light vision because rod bipolar cells do not make direct synaptic connection with ganglion cells. Instead, the rod bipolars make glutamatergic excitatory synapses onto AII amacrine cells, which then transfer the rod signal to cone ON bipolars via gap junctions (see Figure 1 and 46). The AII amacrine also makes glycinergic inhibitory synapses onto OFF cone bipolars (see also 54). As a result, the depolarizing signal of ON rod bipolars produces a depolarizing AII amacrine response, which then depolarizes ON cone bipolars and hyperpolarizes OFF cone bipolars. The AII amacrines also make gap junctions with one another, and, like the rod–cone junctions, these gap junctions are more conductive at night than during the day and are modulated by presynaptic activity 77 and by dopamine—but by D 1 receptors instead of D 2 receptors 78, 79.
This classic picture of rod signal flow is subject to several qualifications. First, AII amacrines also receive a relatively large direct synaptic input from OFF cone bipolar cells 80– 82. The functional consequence of this input remains largely unexplored. Second, the gap-junctional input from AII amacrines to ON cone bipolars can proceed in either direction 83; as a consequence, depolarization of ON cone bipolars can depolarize AII amacrines and hyperpolarize OFF cone bipolars, some of which receive rod input. Finally, AII amacrine cells are known to synapse directly onto ganglion cells 80– 82, specifically onto certain classes of OFF ganglion cells 84. All of these pathways provide opportunities for rod and cone signals to interact.
Ganglion cells
Recordings from ganglion cells could have special significance for our understanding of rod and cone interactions because ganglion cell responses reflect the aggregate of integration within the whole retina and specify the nature of the signal sent by the retina to the central nervous system. Some ganglion cells receive only cone signals, most notably the midget ganglion cells in the primate fovea, but the large majority appear to receive both rod and cone input from amacrine cells and cone bipolar cells (see, for example, 53, 85), allowing their activity to span a large, dynamic range of light intensities.
Although it is possible to stimulate rods and cones selectively with careful selection of light intensity and spectral composition, attempts to investigate rod and cone interactions in ganglion cells have been few and far between (see 8). One of the earliest was the paper of Gouras and Link 86, who made extracellular recordings from large (presumably parasol) ganglion cells in the primate perifovea. When brief flashes were given at short intervals to stimulate rods and then cones, or cones and then rods, the first response suppressed the second. Gouras and Link hypothesized that the first response—whether rod or cone—produced a transient inhibition that depressed the second response.
This phenomenon was studied in greater detail and with more powerful techniques nearly 50 years later by Grimes and colleagues 87. They also made extracellular recordings from ON parasol cells from primate retina and presented two flashes at short intervals selectively stimulating the rods or cones. They were able to demonstrate clear suppression when stimulation of rods preceded stimulation of cones, but they found little or no effect when the cone signal came first. They then made patch-clamp recordings of voltage responses from horizontal cells, ON cone bipolar cells, and AII amacrine cells, and in each of these cells the rod and cone signals summed linearly. However, they noticed a clear difference in the waveform of rod and cone responses in ON cone bipolar cells: rod responses to brief flashes consisted of a depolarization followed by a pronounced hyperpolarizing undershoot, whereas cone responses were monotonic depolarizations lacking an undershoot. They then constructed a simple model in which rod and cone responses arriving independently at an ON cone bipolar cell were summed linearly and then passed through a common non-linear filter in transit to ganglion cells. This model successfully explained the rod suppression of cone responses, ultimately attributable to the inhibitory undershoot of the rod signal in the cone ON bipolar. Grimes and colleagues showed that this inhibition could be blocked by a cocktail of GABA and glycine receptor inhibitors and may reflect, at least in part, feedback inhibition coming from amacrine cells.
Conclusions
Although there is a large psychophysical literature describing rod and cone interactions in visual behavior as well as detailed information about the anatomy and physiology of sites within the retina where rod and cone interactions can occur, we still know very little about which sites produce which behaviors. The tools currently available for investigating retinal processing continue to evolve and are vastly more powerful now than even 10 years ago. As these tools improve, we may be able to explain more clearly how the rod and cone systems in the eye function separately and together to produce a coherent perception of the world around us.
Acknowledgments
We are grateful to Margery Fain for help in producing Figure 1.
Editorial Note on the Review Process
F1000 Faculty Reviews are commissioned from members of the prestigious F1000 Faculty and are edited as a service to readers. In order to make these reviews as comprehensive and accessible as possible, the referees provide input before publication and only the final, revised version is published. The referees who approved the final version are listed with their names and affiliations but without their reports on earlier versions (any comments will already have been addressed in the published version).
The referees who approved this article are:
Anand Swaroop, Neurobiology-Neurodegeneration and Repair Laboratory, National Eye Institute, National Institutes of Health, Bethesda, MD 20892, USA
Jeffrey Diamond, Synaptic Physiology Section, National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD 20892, USA
Gregory W. Schwartz, Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
Wallace B. Thoreson, Truhlsen Eye Institute, Department of Ophthalmology and Visual Sciences, University of Nebraska Medical Center, Omaha, Nebraska 68198, USA
Funding Statement
Our research is supported by NIH R01001844 (GLF) and NIH R01017606 (APS).
The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
[version 1; referees: 4 approved]
References
- 1. Land EH, McCann JJ: Lightness and retinex theory. 1971;61(1):1–11. 10.1364/JOSA.61.000001 [DOI] [PubMed] [Google Scholar]
- 2. Land EH: The retinex theory of color vision. 1977;237(6):108–28. 10.1038/scientificamerican1277-108 [DOI] [PubMed] [Google Scholar]
- 3. Fain GL: Interactions of rod and cone signals in the mudpuppy retina. 1975;252(3):735–69. 10.1113/jphysiol.1975.sp011168 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. McCann JJ, Benton JL: Interaction of the long-wave cones and the rods to produce color sensations. 1969;59(1):103–7. 10.1364/JOSA.59.000103 [DOI] [PubMed] [Google Scholar]
- 5. McCann JJ: Rod-cone interactions: different color sensations from identical stimuli. 1972;176(4040):1255–7. 10.1126/science.176.4040.1255 [DOI] [PubMed] [Google Scholar]
- 6. Reitner A, Sharpe LT, Zrenner E: Is colour vision possible with only rods and blue-sensitive cones? 1991;352(6338):798–800. 10.1038/352798a0 [DOI] [PubMed] [Google Scholar]
- 7. Stabell U, Stabell B: Mechanisms of chromatic rod vision in scotopic illumination. 1994;34(8):1019–27. 10.1016/0042-6989(94)90006-X [DOI] [PubMed] [Google Scholar]
- 8. Buck SL: Rod-Cone Interactions in Human Vision.In Visual Neurosciences, C. LM and W. JS, eds. (Cambridge MA: MIT Press),2003;I:863–878. [Google Scholar]
- 9. MacLeod DI: Rods cancel cones in flicker. 1972;235(5334):173–4. 10.1038/235173a0 [DOI] [PubMed] [Google Scholar]
- 10. Goldberg SH, Frumkes TE, Nygaard RW: Inhibitory influence of unstimulated rods in the human retina: evidence provided by examining cone flicker. 1983;221(4606):180–2. 10.1126/science.6857279 [DOI] [PubMed] [Google Scholar]
- 11. Alexander KR, Kelly SA: The influence of cones on rod saturation with flashed backgrounds. 1984;24(5):507–11. 10.1016/0042-6989(84)90048-8 [DOI] [PubMed] [Google Scholar]
- 12. Mayer C, Hafemeister C, Bandler RC, et al. : Developmental diversification of cortical inhibitory interneurons. 2018;555(7697):457–62. 10.1038/nature25999 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 13. Nowakowski TJ, Bhaduri A, Pollen AA, et al. : Spatiotemporal gene expression trajectories reveal developmental hierarchies of the human cortex. 2017;358(6368):1318–23. 10.1126/science.aap8809 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 14. Shekhar K, Lapan SW, Whitney IE, et al. : Comprehensive Classification of Retinal Bipolar Neurons by Single-Cell Transcriptomics. 2016;166(5):1308–1323.e30. 10.1016/j.cell.2016.07.054 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 15. Helmstaedter M, Briggman KL, Turaga SC, et al. : Connectomic reconstruction of the inner plexiform layer in the mouse retina. 2013;500(7461):168–74. 10.1038/nature12346 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
- 16. Behrens C, Schubert T, Haverkamp S, et al. : Connectivity map of bipolar cells and photoreceptors in the mouse retina. 2016;5: pii: e20041. 10.7554/eLife.20041 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 17. Pang JJ, Gao F, Lem J, et al. : Direct rod input to cone BCs and direct cone input to rod BCs challenge the traditional view of mammalian BC circuitry. 2010;107(1):395–400. 10.1073/pnas.0907178107 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18. Joesch M, Meister M: A neuronal circuit for colour vision based on rod-cone opponency. 2016;532(7598):236–9. 10.1038/nature17158 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
- 19. Kim IJ, Zhang Y, Yamagata M, et al. : Molecular identification of a retinal cell type that responds to upward motion. 2008;452(7186):478–82. 10.1038/nature06739 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
- 20. Nath A, Schwartz GW: Electrical synapses convey orientation selectivity in the mouse retina. 2017;8(1):2025. 10.1038/s41467-017-01980-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Tikidji-Hamburyan A, Reinhard K, Storchi R, et al. : Rods progressively escape saturation to drive visual responses in daylight conditions. 2017;8(1): 1813. 10.1038/s41467-017-01816-6 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 22. Aguilar M, Stiles WS: Saturation of the Rod Mechanism of the Retina at High Levels of Stimulation. 2010;1(1):59–65. 10.1080/713818657 [DOI] [Google Scholar]
- 23. Makous W: Scotopic Vision. In Visual Neurosciences C. LM and W. JS, eds. (Cambridge MA: MIT Press),2003; I:838–850. [Google Scholar]
- 24. Naarendorp F, Esdaille TM, Banden SM, et al. : Dark light, rod saturation, and the absolute and incremental sensitivity of mouse cone vision. 2010;30(37):12495–507. 10.1523/JNEUROSCI.2186-10.2010 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 25. Mendez A, Burns ME, Sokal I, et al. : Role of guanylate cyclase-activating proteins (GCAPs) in setting the flash sensitivity of rod photoreceptors. 2001;98(17):9948–53. 10.1073/pnas.171308998 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 26. Makino CL, Dodd RL, Chen J, et al. : Recoverin regulates light-dependent phosphodiesterase activity in retinal rods. 2004;123(6):729–41. 10.1085/jgp.200308994 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 27. Chen J, Woodruff ML, Wang T, et al. : Channel modulation and the mechanism of light adaptation in mouse rods. 2010;30(48):16232–40. 10.1523/JNEUROSCI.2868-10.2010 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Szikra T, Trenholm S, Drinnenberg A, et al. : Rods in daylight act as relay cells for cone-driven horizontal cell-mediated surround inhibition. 2014;17(12):1728–35. 10.1038/nn.3852 [DOI] [PubMed] [Google Scholar]
- 29. Raviola E, Gilula NB: Intramembrane organization of specialized contacts in the outer plexiform layer of the retina. A freeze-fracture study in monkeys and rabbits. 1975;65(1):192–222. 10.1083/jcb.65.1.192 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30. Ribelayga C, Cao Y, Mangel SC: The circadian clock in the retina controls rod-cone coupling. 2008;59(5):790–801. 10.1016/j.neuron.2008.07.017 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 31. Wu SM, Yang XL: Electrical coupling between rods and cones in the tiger salamander retina. 1988;85(1):275–8. 10.1073/pnas.85.1.275 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Asteriti S, Gargini C, Cangiano L: Mouse rods signal through gap junctions with cones. 2014;3:e01386. 10.7554/eLife.01386 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33. Bolte P, Herrling R, Dorgau B, et al. : Expression and Localization of Connexins in the Outer Retina of the Mouse. 2016;58(2):178–92. 10.1007/s12031-015-0654-y [DOI] [PubMed] [Google Scholar]
- 34. Hornstein EP, Verweij J, Li PH, et al. : Gap-junctional coupling and absolute sensitivity of photoreceptors in macaque retina. 2005;25(48):11201–9. 10.1523/JNEUROSCI.3416-05.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 35. Schneeweis DM, Schnapf JL: The photovoltage of macaque cone photoreceptors: adaptation, noise, and kinetics. 1999;19(4):1203–16. 10.1523/JNEUROSCI.19-04-01203.1999 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Deans MR, Volgyi B, Goodenough DA, et al. : Connexin36 is essential for transmission of rod-mediated visual signals in the mammalian retina. 2002;36(4):703–12. 10.1016/S0896-6273(02)01046-2 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 37. Asteriti S, Gargini C, Cangiano L: Connexin 36 expression is required for electrical coupling between mouse rods and cones. 2017;34:E006. 10.1017/S0952523817000037 [DOI] [PubMed] [Google Scholar]; F1000 Recommendation
- 38. Lee EJ, Han JW, Kim HJ, et al. : The immunocytochemical localization of connexin 36 at rod and cone gap junctions in the guinea pig retina. 2003;18(11):2925–34. 10.1046/j.1460-9568.2003.03049.x [DOI] [PubMed] [Google Scholar]
- 39. O'Brien JJ, Chen X, Macleish PR, et al. : Photoreceptor coupling mediated by connexin36 in the primate retina. 2012;32(13):4675–87. 10.1523/JNEUROSCI.4749-11.2012 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 40. Jin N, Postma F, Youn S, et al. : The Rod Connexin is Connexin36. 2016;57: Abstract #583. [Google Scholar]
- 41. Kim JW, Yang HJ, Oel AP, et al. : Recruitment of Rod Photoreceptors from Short-Wavelength-Sensitive Cones during the Evolution of Nocturnal Vision in Mammals. 2016;37(6):520–32. 10.1016/j.devcel.2016.05.023 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 42. Famiglietti EV, Jr, Kolb H: Structural basis for ON-and OFF-center responses in retinal ganglion cells. 1976;194(4261):193–5. 10.1126/science.959847 [DOI] [PubMed] [Google Scholar]
- 43. Wässle H: Parallel processing in the mammalian retina. 2004;5(10):747–57. 10.1038/nrn1497 [DOI] [PubMed] [Google Scholar]
- 44. Demb JB, Pugh EN: Connexin36 forms synapses essential for night vision. 2002;36(4):551–3. 10.1016/S0896-6273(02)01062-0 [DOI] [PubMed] [Google Scholar]
- 45. Ingram NT, Fain GL, Sampath AP: Patch clamp recordings from mouse cone photoreceptores. 2017;58: Abstract #1024. [Google Scholar]
- 46. Euler T, Haverkamp S, Schubert T, et al. : Retinal bipolar cells: elementary building blocks of vision. 2014;15(8):507–19. 10.1038/nrn3783 [DOI] [PubMed] [Google Scholar]
- 47. Werblin FS, Dowling JE: Organization of the retina of the mudpuppy, Necturus maculosus. II. Intracellular recording. 1969;32(3):339–55. 10.1152/jn.1969.32.3.339 [DOI] [PubMed] [Google Scholar]
- 48. Kaneko A: Physiological and morphological identification of horizontal, bipolar and amacrine cells in goldfish retina. 1970;207(3):623–33. 10.1113/jphysiol.1970.sp009084 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49. Ishida AT, Stell WK, Lightfoot DO: Rod and cone inputs to bipolar cells in goldfish retina. 1980;191(3):315–35. 10.1002/cne.901910302 [DOI] [PubMed] [Google Scholar]
- 50. Hensley SH, Yang XL, Wu SM: Relative contribution of rod and cone inputs to bipolar cells and ganglion cells in the tiger salamander retina. 1993;69(6):2086–98. 10.1152/jn.1993.69.6.2086 [DOI] [PubMed] [Google Scholar]
- 51. Wässle H, Yamashita M, Greferath U, et al. : The rod bipolar cell of the mammalian retina. 1991;7(1–2):99–112. 10.1017/S095252380001097X [DOI] [PubMed] [Google Scholar]
- 52. DeVries SH, Baylor DA: An alternative pathway for signal flow from rod photoreceptors to ganglion cells in mammalian retina. 1995;92(23):10658–62. 10.1073/pnas.92.23.10658 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53. Völgyi B, Deans MR, Paul DL, et al. : Convergence and segregation of the multiple rod pathways in mammalian retina. 2004;24(49):11182–92. 10.1523/JNEUROSCI.3096-04.2004 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54. Arman AC, Sampath AP: Dark-adapted response threshold of OFF ganglion cells is not set by OFF bipolar cells in the mouse retina. 2012;107(10):2649–59. 10.1152/jn.01202.2011 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55. Ke JB, Wang YV, Borghuis BG, et al. : Adaptation to background light enables contrast coding at rod bipolar cell synapses. 2014;81(2):388–401. 10.1016/j.neuron.2013.10.054 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 56. Soucy E, Wang Y, Nirenberg S, et al. : A novel signaling pathway from rod photoreceptors to ganglion cells in mammalian retina. 1998;21(3):481–93. 10.1016/S0896-6273(00)80560-7 [DOI] [PubMed] [Google Scholar]
- 57. Tsukamoto Y, Morigiwa K, Ueda M, et al. : Microcircuits for night vision in mouse retina. 2001;21(21):8616–23. 10.1523/JNEUROSCI.21-21-08616.2001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58. Mataruga A, Kremmer E, Müller F: Type 3a and type 3b OFF cone bipolar cells provide for the alternative rod pathway in the mouse retina. 2007;502(6):1123–37. 10.1002/cne.21367 [DOI] [PubMed] [Google Scholar]
- 59. Tsukamoto Y, Omi N: Some OFF bipolar cell types make contact with both rods and cones in macaque and mouse retinas. 2014;8:105. 10.3389/fnana.2014.00105 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60. Franke K, Berens P, Schubert T, et al. : Inhibition decorrelates visual feature representations in the inner retina. 2017;542(7642):439–44. 10.1038/nature21394 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61. Franke K, Baden T: General features of inhibition in the inner retina. 2017;595(16):5507–15. 10.1113/JP273648 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62. Kim HG, Miller RF: Physiological and morphological correlations of horizontal cells in the mudpuppy retina. 1992;67(4):829–40. 10.1152/jn.1992.67.4.829 [DOI] [PubMed] [Google Scholar]
- 63. Yang XL, Wu SM: Response sensitivity and voltage gain of the rod- and cone-horizontal cell synapses in dark- and light-adapted tiger salamander retina. 1996;76(6):3863–74. 10.1152/jn.1996.76.6.3863 [DOI] [PubMed] [Google Scholar]
- 64. Kolb H: The connections between horizontal cells and photoreceptors in the retina of the cat: electron microscopy of Golgi preparations. 1974;155(1):1–14. 10.1002/cne.901550102 [DOI] [PubMed] [Google Scholar]
- 65. Wässle H, Boycott BB, Peichl L: Receptor contacts of horizontal cells in the retina of the domestic cat. 1978;203(1152):247–67. 10.1098/rspb.1978.0104 [DOI] [PubMed] [Google Scholar]
- 66. Peichl L, González-Soriano J: Morphological types of horizontal cell in rodent retinae: a comparison of rat, mouse, gerbil, and guinea pig. 1994;11(3):501–17. 10.1017/S095252380000242X [DOI] [PubMed] [Google Scholar]
- 67. Steinberg RH: Rod and cone contributions to S-potentials from the cat retina. 1969;9(11):1319–29. 10.1016/0042-6989(69)90069-8 [DOI] [PubMed] [Google Scholar]
- 68. Trümpler J, Dedek K, Schubert T, et al. : Rod and cone contributions to horizontal cell light responses in the mouse retina. 2008;28(27):6818–25. 10.1523/JNEUROSCI.1564-08.2008 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 69. Nelson R, von Litzow A, Kolb H, et al. : Horizontal cells in cat retina with independent dendritic systems. 1975;189(4197):137–9. 10.1126/science.1138370 [DOI] [PubMed] [Google Scholar]
- 70. Baylor DA, Fuortes MG, O'Bryan PM: Receptive fields of cones in the retina of the turtle. 1971;214(2):265–94. 10.1113/jphysiol.1971.sp009432 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71. Babai N, Thoreson WB: Horizontal cell feedback regulates calcium currents and intracellular calcium levels in rod photoreceptors of salamander and mouse retina. 2009;587(Pt 10):2353–64. 10.1113/jphysiol.2009.169656 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72. Nelson R, Kolb H: A17: a broad-field amacrine cell in the rod system of the cat retina. 1985;54(3):592–614. 10.1152/jn.1985.54.3.592 [DOI] [PubMed] [Google Scholar]
- 73. Chávez AE, Grimes WN, Diamond JS: Mechanisms underlying lateral GABAergic feedback onto rod bipolar cells in rat retina. 2010;30(6):2330–9. 10.1523/JNEUROSCI.5574-09.2010 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74. Hartveit E: Reciprocal synaptic interactions between rod bipolar cells and amacrine cells in the rat retina. 1999;81(6):2923–36. 10.1152/jn.1999.81.6.2923 [DOI] [PubMed] [Google Scholar]
- 75. Grimes WN, Zhang J, Graydon CW, et al. : Retinal parallel processors: more than 100 independent microcircuits operate within a single interneuron. 2010;65(6):873–85. 10.1016/j.neuron.2010.02.028 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76. Dong CJ, Hare WA: Temporal modulation of scotopic visual signals by A17 amacrine cells in mammalian retina in vivo. 2003;89(4):2159–66. 10.1152/jn.01008.2002 [DOI] [PubMed] [Google Scholar]
- 77. Kothmann WW, Trexler EB, Whitaker CM, et al. : Nonsynaptic NMDA receptors mediate activity-dependent plasticity of gap junctional coupling in the AII amacrine cell network. 2012;32(20):6747–59. 10.1523/JNEUROSCI.5087-11.2012 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation
- 78. Mills SL, Massey SC: Differential properties of two gap junctional pathways made by AII amacrine cells. 1995;377(6551):734–7. 10.1038/377734a0 [DOI] [PubMed] [Google Scholar]
- 79. Witkovsky P: Dopamine and retinal function. 2004;108(1):17–40. 10.1023/B:DOOP.0000019487.88486.0a [DOI] [PubMed] [Google Scholar]
- 80. Strettoi E, Raviola E, Dacheux RF: Synaptic connections of the narrow-field, bistratified rod amacrine cell (AII) in the rabbit retina. 1992;325(2):152–68. 10.1002/cne.903250203 [DOI] [PubMed] [Google Scholar]
- 81. Tsukamoto Y, Omi N: Functional allocation of synaptic contacts in microcircuits from rods via rod bipolar to AII amacrine cells in the mouse retina. 2013;521(15):3541–55. 10.1002/cne.23370 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82. Tsukamoto Y, Omi N: Classification of Mouse Retinal Bipolar Cells: Type-Specific Connectivity with Special Reference to Rod-Driven AII Amacrine Pathways. 2017;11:92. 10.3389/fnana.2017.00092 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83. Trexler EB, Li W, Mills SL, et al. : Coupling from AII amacrine cells to ON cone bipolar cells is bidirectional. 2001;437(4):408–22. 10.1002/cne.1292 [DOI] [PubMed] [Google Scholar]
- 84. Beaudoin DL, Kupershtok M, Demb JB: Selective synaptic connections in the retinal pathway for night vision. 2017. 10.1002/cne.24313 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85. Grimes WN, Schwartz GW, Rieke F: The synaptic and circuit mechanisms underlying a change in spatial encoding in the retina. 2014;82(2):460–73. 10.1016/j.neuron.2014.02.037 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 86. Gouras P, Link K: Rod and cone interaction in dark-adapted monkey ganglion cells. 1966;184(2):499–510. 10.1113/jphysiol.1966.sp007928 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 87. Grimes WN, Graves LR, Summers MT, et al. : A simple retinal mechanism contributes to perceptual interactions between rod- and cone-mediated responses in primates. 2015;4: e08033. 10.7554/eLife.08033 [DOI] [PMC free article] [PubMed] [Google Scholar]; F1000 Recommendation