Abstract
Cell-to-cell communication is a cornerstone of multicellular existence. The ancient mechanism of sharing information between cells using the conductance of ions across cell membranes and the propagation of electrical signals through tissue space is a powerful means of efficiently controlling cell decisions and behaviors. Our understanding of how cells use changes in “bioelectrical” signals to elicit systems-level responses has dramatically improved in recent years. We are now in a position to not just describe these changes, but to also predictively alter them to learn more about their importance for developmental biology and regenerative medicine. Recent work is helping researchers construct a more integrative view of how these simple controls can orchestrate downstream changes in protein signaling pathways and gene regulatory networks. In this review, we highlight experiments and analyses that have led to new insights in bioelectrical controls, specifically as key modulators of complex pattern formation and tissue regeneration. We also discuss opportunities for the development of new therapeutic approaches in regenerative medicine applications by exploiting this fundamental biological phenomenon.
Keywords: bioelectricity, ion channels, regeneration, development, morphogenesis
Introduction
Each and every cell—and all types, including archaeal, prokaryotic, and eukaryotic cells— can be described in terms of the differences in concentrations of particular ions in the space inside the cell. The overall or “net” balance of the electrochemical gradients together gives an individual cell its resting membrane potential– an important parameter that regulates a variety of cellular mechanisms (Fig. 1). Differences in ionic concentrations can also exist within individual cells or across organelle membranes as well. While this kind of descriptor is most widely applied to neurons and the propagation of bioelectric activity through neural networks (i.e., action potentials), all cells form such networks. Electrical synapses mediated by protein complexes known as gap junctions enable the sharing of a cell’s bioelectric state with neighboring cells. Gap junctions are gated by various physiological processes, allowing organs and tissues to establish rich patterns of regionalization and to dynamically change the topology of these networks in vivo (Fig. 2). “Bioelectricity” is a mode of information transfer arising from changes in membrane potentials across individual cells or fields of cells. This mode of signaling is slower than neural spiking. It integrates with chemical gradients and physical forces to regulate developmental boundaries, gene expression, and organ size and identity. Recent advances have revealed how bioelectrical communication helps to orchestrate cell activity toward self-assembly and repair of specific complex anatomies.
Figure 1. Schematic of bioelectric signaling at a cellular level.
A cell’s Vmem is a function of the various ionic concentrations inside its membrane and in the extracellular space, the open/closed state of the various ion channels (transmitting sodium, potassium, chloride, and calcium, for example), and the bioelectrical state of adjacent cells coupled by gap junctions. Ion channels (such as Nav1.5, Kir2.1, and GlyR, depicted in orange, pink, and green) and gap junctions (such as Connexin43, depicted in blue) are often themselves voltage-sensitive, allowing sophisticated physiological feedback loops that regulate bioelectrical state and implement context-sensitive responses and hysteresis. Ions are depicted as circles. Changes in Vmem are transduced by a number of known mechanisms into the activities of downstream effectors such as calcium, neurotransmitters, or butyrate. These in turn influence events inside the nucleus such as gene transcription as well as cytoskeletal remodeling and physical properties of cells. Genes, such as those that control cellular proliferation, cell migration, and cell adhesion, amongst others, can either be up- or down-regulated in response to these cues. As channels and gap junctions are themselves proteins encoded by genes, their expression is also subject to bioelectric control in a feedback loop. Differences in Vmem between cells in a tissue enable facilitated transport of charged molecules, tying these bioelectric circuits to the dynamics of spatial gradients of morphogens.
Figure 2. Types of tissue and cell behaviors used in regenerative systems that may be guided by bioelectric approaches.
A generic morphology is shown. (1) Wound closure. Wound closure involves complex multi-cellular behaviors, especially the migration of epidermal cells across the cut surface, which may be considered a type of collective cell migration and therefore subject to bioelectric controls already shown operational in development. (2) Activation of progenitor cells and their migration to the wound site. Bioelectric cues can direct cells to re-enter the cell cycle, an often-critical step in converting quiescent stem and progenitor cells into actively proliferating cells (pointy green cells). Some progenitor cells are cued to migrate (curvy arrows) to the site of injury, often nestling beneath the wound epidermis (blue) in the example shown. (3) Progenitor cell may coalescence into a defined structure. In appendage regeneration, this is called a “blastema.” Coalesced progenitor cells may be kept in relatively undifferentiated states during this step. (4) Proliferation of coalesced progenitor cells. This step expands the pool of substrate cells in preparation for differentiation, patterning, and growth. Bioelectric cues may promote the continued proliferation of cells and may also prepare the tissue field for morphogenesis by interacting with signaling pathways and genetic regulatory networks. (5) Patterning gradually reveals the correct anatomical structure, and differentiation of various tissues leads to physiological replacement. Scaling the regenerated structure to the body may result in the control of cell migration and apoptosis by bioelectrical signaling, as discussed in the text for fish fin regeneration.
New tools are enabling an unprecedented view into the bioelectrical lives of cells
For any new phenomenon, a set of tools with which to study it is required to transcend the terrain of phenomenology and enter explanatory mechanism. The toolkit that now exists to study bioelectrical phenomena in living cells, and in many model organisms, has been dramatically improved in recent years. Understanding a process requires that it be describable as precisely as possible, both spatially and temporally. Reporter systems for illuminating the bioelectrical status of cells are integral to this essential descriptive work (Supplemental Table 1). These tools have been applied to a variety of cell types and model organisms. For example, CaMPARI, a sensor of calcium – a common downstream effector of bioelectrical state change - has been engineered into species as diverse as flies, zebrafish, and mice [1]. When cells expressing this CaMPARI are exposed to a specific wavelength of light, the sensor is permanently converted from one color to another. This conversion event that only occurs when intracellular calcium levels quickly change at the same time [1]. Likewise, the development of new dyes and genetically-expressed voltage reporter fluorescent proteins [2] are revealing the conversations occurring among cells during embryogenesis, regeneration, and cancer suppression.
The application of optogenetic technologies is now allowing researchers to change membrane potentials in cells with unprecedented spatio-temporal precision and analyze the outcomes. While this is most commonly used to probe CNS activity, recent work has used light-activated ion channels and pumps to trigger regeneration of tails under non-regenerative conditions [3], normalize KRAS-induced tumors [4], modulate pigmentation [5], and create synthetic excitable tissues out of non-neural cells [6].
Dependency of cellular behaviors—in isolation and collectively—upon bioelectric state
Many cells have now been demonstrated to elaborate specific processes or to perform specific tasks in response to asymmetric electrical cues. An outstanding example comes from budding yeast: application of an exogenous electrical field to cells causes individual yeast to form mating projections at the site of highest hyperpolarization, while the site of most depolarization is correlated with bud formation [7]. Changes in the cellular membrane potential (Vmem) imparted by various expression levels of Kv1.2, a voltage-gated potassium channel, can drive key aspects of cell motility via direct interaction with cortactin in fibroblast-like COS-7 cells [8]. Directionality of human keratinocyte migration in vitro can be driven by exogenous electric fields, and this response occurs independently from the canonical actin regulatory modules such as Cdc42/Rac and Arp2/3 [9]. Instead, the behavior is mediated by extracellular pH and G-protein coupled receptors [9]. These two studies are examples that demonstrate that bioelectrical effector pathways can be similar to, or distinct from, those most commonly implicated in well-studied cellular behaviors such as protrusion and migration. Therefore, while it is important to link bioelectrical signaling to known effector mechanisms, defining possibly novel mechanisms is also essential.
Skin patterning relies on bioelectric signaling. Elongation of chick feathers requires collective migration of precursor mesenchymal cells, and this migration is driven by calcium oscillations created and propagated by gap junctions and calcium channels [10]. Upstream of ion channel expression are canonical morphogens such as Sonic hedgehog and WNTs [10]. Patterning of feathers across the epidermis, including the spacing between feather buds and the direction of bud outgrowth, is also connected to these same bioelectric modulators [10]. Collective migratory behaviors underlie key aspects of tissue regeneration. One instance is the early wound healing responses in which epithelial cells crawl across the injury site to seal it. In fly embryos, this event has now been shown to be dependent upon V-ATPase activity [11] – an ancient ion pump known to also be involved in vertebrate regeneration and left-right patterning [12,13]. Human skin cells pre-treated with electrical stimulation and then transplanted into nude mice facilitated improved wound healing, offering potential clues for future therapies [14]. Intriguingly, wounds in corneas from diabetic patients show lower endogenous electrical activity, correlated with their poorer healing outcomes [15], supporting the idea that bioelectricity is needed for efficient wound healing in the clinic.
Beyond orchestrating shape changes and cell movements, bioelectricity also controls key aspects of cellular proliferation and differentiation behaviors. These are both essential processes in regeneration. Modulation of Vmem via the KCNK10 potassium channel promotes the mitotic clonal expansion of progenitor cells, which is required for normal adipocyte differentiation [16]. In a neuron-glia co-culture context, depolarizing astrocytes can promote the differentiation of human mesenchymal stem cells into neurons [17]. Two recent studies examining cellular differentiation in the mammalian skeleton have demonstrated the importance of ion channels. Both osteoblasts and chondrocytes require the activity of the potassium channel Kir2.1 for proper differentiation [18]. This activity specifically promotes bone mineralization [19]. Osteoblast differentiation and bone mineralization defects are hallmarks of the human disorder Andersen-Tawil’s syndrome (ATS). Exogenous expression of wild-type Kir2.1 is sufficient to rescue these phenotypes in cultured patient cells [19]. Morphology is also dependent on bioelectricity in ATS patients (see below). Known channelopathies, showing the dependence of developmental morphogenesis on the function of a range of ion channels and gap junctions in numerous species are shown in Supplemental tables 2,3. Additionally, another study showed that electrical stimuli can directly promote the osteogenic differentiation of cultured human mesenchymal stem cells [20]. These examples—which are from diverse tissues and cell types—indicate that bioelectricity controls fundamental aspects of cell differentiation states. They also provide potentially tunable targets for controlling cellular decisions for therapeutic applications.
Bioelectric mechanisms for determining nerve repair and connectivity
After nerve injury, complex cellular events (both intrinsic and extrinsic to neurons) dictate repair outcomes. In order for axons to traverse a lesion, they must first elaborate new growth cones. This behavior has recently been shown to require transient Kv3.4 potassium channel expression in both chick and rat [21]. In these contexts, Kv3.4 functions to keep calcium ion influx, which locally lowers excitability and promotes outgrowth [21]. Optogenetic tools, such as channel rhodopsin expression and stimulation, have recently been shown to be an effective means of directing neurite outgrowth in dorsal root ganglia cultures, and these effects are mediated by known growth factors [22]. As proteins responsible for mediating bioelectric changes are often ancient and well-conserved, conserved roles for their functions highlight core regulatory pathways for driving operations such as axon regrowth across divergent species. Following spinal cord resection in the highly-regenerative axolotl, membrane depolarization in key glial cells is observed almost immediately. This event has been linked to activation of the immediate early response gene cFos [23]. Intriguingly, this depolarization must be transient because prolonging it with ivermectin inhibits spinal cord regeneration, possibly by inhibiting proliferation of glial cells [23]. The microRNA miR125b is required for establishing a permissive environment in which spinal axons are coaxed to regenerate across a lesion in axolotl [24]. Similarly, inducing miR125b expression in a rat model improved axon regeneration [24]. Intriguingly, here one of the downstream targets of miR125b was Sema4B [24]. Investigating whether sodium channels might also be a critical effector targets will be important because work in non-neuronal cells has pinpointed the mechanism of miR125b’s regulation to be through the sodium channel epithelial 1 alpha subunit transcript encoding SCNN1A [25].
Connectivity patterns and neural physiology are also subject to bioelectric control. Ivermectin-induced depolarization caused an increase in the complexity of neural connections in vitro [26]. Interestingly, in vivo, the connectivity pattern of the posterior peripheral nervous system during embryogenesis receives input from the nascent brain [27]. Brainless Xenopus develop with highly abnormal neural and muscle patterning. These defects can be partially rescued by misexpression of the HCN2 channel, revealing the importance of ion channel-mediated signaling for propagating patterning information across distances.
To properly interface with the existing body, a replacement part will need to connect its nervous system. This reconnection process might be most achievable by re-activation of axon outgrowth and guidance programs involved in initial development. One example of how a novel sensory organ can become innervated by the body is highlighted in the outcome of transplanting embryonic eye tissue to tails of more mature Xenopus tadpoles. The transplanted eye primordia develop into normal eyes. Applying experimental membrane depolarization (using pharmacological agents or ion channel misexpression) in nearby host cells instigated profound innervation from the graft into the host tissue [28]. The mechanism operates through serotonergic signaling that is guided by the voltage patterns. Voltage-guided serotonergic signaling has been shown to be a tractable control point for improving functional innervation of ectopic eyes to enable vision [29]. As regenerative medicine matures, the ultimate goal in the nervous system will become not just neuronal replacement, but functional integration. Hence, these types of insights into the role that bioelectricity can play in this process stand to inform therapeutic efforts aimed at restoring the precise connectivity of the pre-injury state.
Bioelectricity as an innate patterning mechanism for achieving complex developmental morphologies in development and regeneration
The last five years have seen an explosion in the attribution of developmental pattern defects to mutations in specific proteins that modulate bioelectric state, such as ion channels, gap junctions, and pumps. These findings have spanned the phylogenetic spectrum. In zebrafish, several researchers have identified a requirement for ion channel function in patterning fin outgrowth, both in development and in regeneration. For example, mutations in the potassium channel KCNK5B lead to fin overgrowth disproportionate with body size in both developing and regenerating contexts [30], and diminishing expression of V-ATPase causes inhibition of fin regeneration in adult zebrafish [31]. Inhibiting the calcium-dependent phosphatase calcineurin also alters the size of regenerated zebrafish fins, possibly by resetting their proximo-distal coordinates within the progenitor cells of the blastema [32]. Loss-of-function studies in mice have also identified roles for ion channels in mammalian embryogenesis, such as the activity of KCNJ13 potassium channels in establishment of cell alignment and polarity that is required for normal tracheal tubulogenesis [33]. As at least 20 different ion channel-encoding genes are differentially expressed along the proximo-distal axis in zebrafish tail fin [34]. This work provides an important opportunity to perhaps uncover many more functions for these Vmem regulators in establishing proper morphology.
Ion channels and gap junctions exhibit high degrees of compensation and redundancy, because the signaling is not a function of individual channel genes but the overall bioelectric state. For this reason, single gene knockout screens under-represent the roles of the electrome in development. Nevertheless, in addition to the zebrafish model, the classic genetics model Drosophila has recently been used to reveal a role for numerous ion channels in regulating wing morphogenesis [35,36].
In humans, several diseases and syndromes with characteristic phenotypic morphologies have now been mapped to proteins that modulate bioelectric state. The same study that implicated mutations in KCNH1 with epilepsy also showed affected individuals have finger shortening and characteristic facial features [37]. Similarly, mutations in KCNJ6 potassium channel subunit are causative for another syndrome, Keppen-Lewbinsky, with a separate set of facial characteristics [38]. These recent human studies highlight that patterning of the face, hands, and brain is exquisitely sensitive to bioelectrical controls during development. Recent work in the frog embryo model revealed why Kir2.1 mutations result in the distinctive craniofacial malformations that characterize ATS. In addition to bioelectricity influencing differentiation of osteoblasts, a prepattern of bioelectric regionalizations in the nascent face ectoderm is required for the normal demarcation of gene expression domains and subsequent morphogenesis [39]. ATS is just one of many channelopathies with structural defects [40–43]. Together these findings reveal that bioelectric states in the human embryo are an important part of normal development. Therefore, the data suggest that caution should be used when considering the use of drugs that target ion channels, or downstream neurotransmitter signaling, during pregnancy [44].
Roles for bioelectrical signaling in modulating patterning through regulation of canonical and non-canonical signaling systems in well-studied developmental contexts are emerging. For example, the developing vertebrate spinal cord has for several decades been a very rich model for understanding how patterning—particularly cell fate specification—is dependent upon morphogen gradients. A key outstanding question had been how Sonic hedgehog signaling is attenuated in receiving cells after their motor axon fates have been specified but the morphogen signal remains. Nascent calcium-dependent electrical activity in the developing spinal cord was temporally and spatially linked to downregulation of Shh intracellular pathway effectors [45]. Recently, the mechanism for this coupling was discovered: Shh-instigated calcium spiking in new spinal cord neurons causes an increase in protein kinase A (PKA) activity. Increased PKA activity leads to three separate changes, all of which have the effect of attenuating Shh signaling via decreased transcription of gli1: increase in Gli3R (repressor) accessing the nucleus, increase in CREB phosphorylation, and translocation of Gli2 (activator) out of the nucleus [46]. The opposite kind of regulation has also been shown: FGF13 and FGF14 work to localize and maintain voltage-gated sodium channels within different compartments of neurons [47]. Whether these types of regulation exist in non-neuronal cells is currently unknown. Figure 3 illustrates one class of mechanisms by which bioelectric gradients arise and are converted into changes in gene expression that impact organogenesis. These themes – the use of bioelectric gradients to drive distribution of morphogens, the linkage of bioelectric cues with cytoskeletal organization, and the amplification of subcellular symmetry breaking into large-scale pattern by bioelectric circuits are echoed by numerous neural and non-neural systems, from plants to vertebrate embryos [48].
Figure 3. Bioelectric mechanisms function in left-right patterning: Xenopus embryonic laterality illustrates how bioelectric signaling links to genetic pathways.
The invariant left-right (LR) asymmetry of heart, viscera, and brains of bilaterian animals requires a robust mechanism for amplifying chiral subcellular structures into distinct patterns of gene expression on the left and right sides. (A) In Xenopus, differences in resting potential between the L and R blastomeres during cleavage result in an electrophoretic force that creates a right-ward gradient of small molecules, including serotonin. (B) The direction of the voltage difference is established by a chiral maternal cytoskeletal element that is fixed with respect to the dorso-ventral and animal-vegetal axes, allowing it to invariantly nucleate transport of four specific ion channels and pumps to the right blastomere during the first 2 cleavages. The resulting directed transport of small signaling molecules through long-range gap junction-coupled paths enables the coordination between the two sides of the body and aligns the morphogen of the LR axis with respect to the other two axes. Transduction into gene expression occurs when the serotonin in right-side cells binds to an intracellular receptor (MAD3 and HDAC1) and thus ensures that the left-sided gene Nodal (XNR-1) is only expressed on the left side. A subsequent cascade of differential gene expression ensures asymmetric development of the heart, gut, and other internal organs. Aspects of this scheme are conserved to the patterning of the left-right axis in numerous other taxa (reviewed in [54,55]). Beyond asymmetry, the same themes of using bioelectrics toamplify and propagate cytoskeletal and other subcellular information to large cell fields are found throughout development and regeneration.
Unmasking latent morphological potential in regenerating systems and correcting developmental errors using bioelectric stimuli
Experimental modulation of bioelectrical signaling pathways has led to an unexpected result that challenge views of how anatomical information is stored across lifespan and generations. Treatment of Dugesia japonica planarians with the gap junction inhibitor octanol for only the immediate 48 hours after head and tail amputation resulted in production of two heads in 25% of the regenerated worms [49]. These animals continued to regenerate as two-headed in subsequent rounds of amputation in plain water, in perpetuity, despite complete washout of octanol. Surprisingly, it turned out that the remaining worms that regenerated a normal one-headed anatomy were not in fact wild-type escapees from the treatment, but represent a novel “cryptic” phenotype: their subsequent amputation again resulted in 25% double-head, the remaining ones maintaining this destabilized phenotype [49]. This experiment demonstrates that transient physiological signaling, not requiring genomic editing, can permanently change the encoded pattern to which animals regenerate upon damage. It also reveals these treatments can produce a unique bi-stable stochastic target morphology. Interestingly, each piece cut from a single cryptic worm makes an independent decision about the possible head number outcomes. This model provides novel opportunities to understand how invariant pattern outcomes are normally achieved by genetic and physiological networks and about the role of noise, stochasticity, and pattern memory in this “epigenetic” process. It should also be noted that these permanent “lines” of 2-headed and destabilized planaria are the only available “mutants” in this model species which until now has offered no natural or induced strains of abnormal morphology as are available in every other model system.
Modulating bioelectrical signaling has recently been exploited as a corrective measure in frog tadpoles whose brain morphologies and learning capacities have been negatively impacted by nicotine exposure. Expression of HCN2 ion channel in these animals [50] can largely rescue the gene expression, anatomical defects, and behavior by forcing the correct bioelectrical prepattern responsible for pattern and size control in the brain [51]. Interestingly, the same strategy can rescue brain defects induced by a dominant negative mutation in Notch, a critical neurogenesis gene. These results show that intervention at the physiological control level could be an effective strategy to address even some genetic defects. Importantly, the repair strategy was predicted by a computational model of bioelectric brain patterning [50]. The success of predictive modeling here illustrates the field is progressing to the point that quantitative mechanistic models can be used to infer specific interventions that, as predicted, induce complex organ repair in vivo.
Outlook: regenerative medicine applications
The ultimate objective of regeneration is the perfect replacement of lost cells and tissues. Our increasing understanding of the rules that govern natural regeneration—as well as its component processes—and how they are bound by bioelectrical states offers critical insights that may be harnessed for future therapies. The understanding of bioelectric circuits has now reached the point that bio-realistic computational models can be interrogated for specific interventions that induce large-scale organ repair [50]. Work in model systems exploits the precision of ion channel misexpression. Yet, the plethora of existing ion channel drugs, many of them already approved for human use, offers the possibility of exploiting small molecule ion channel-modifying compounds as “electroceuticals” [52]. Proof-of-concept for very brief application of pharmaceuticals to an injury site leading to profound improvement in regeneration has been obtained in adult frogs. Amputated Xenopus hindlimbs typically only regenerate a cartilaginous spike covered in skin. However, treating them with progesterone (a drug that is known to induce specific bioelectric tissue states) loaded into a small device worn at the amputation site for just 24 hours can result in markedly better regeneration. Treated limbs were larger limbs and composed of substantially more internal tissues such as nerves and muscle. Remarkably, these limbs often achieve patterns approaching unamputated limbs and dramatically more complex than controls [53]. Future experimentation in this vein with known electroceuticals could prove to be a simple and effective pro-regenerative strategy. Another especially important area for future research is the development of machine learning strategies to help crack the bioelectric code – the mapping of Vmem prepatterns to tissue-and organ-level outcomes.
These future therapeutic approaches may initially be aimed at modulating bioelectric signals to instruct cells to activate in response to injuries. This activation could be either cell cycle re-entry for internal progenitor cells or re-epithelization of the skin across a wound site. Bioelectric signals may also be used to specify polarity and to localize responses after initial activation; for example, progenitor cells in an amputated limb stump need to migrate toward the wound site, and, if they can be commanded to do so, perhaps other key events will follow. Once activated substrate cells have coalesced, providing bioelectric cues to the field may be a means of enhancing cellular proliferation and of instructing key patterning events, such as establishing anatomical axes. Eventual differentiation of the various cell types could be enhanced or specified by bioelectrical therapies. Finally, the clues gained from in vivo studies of appendage regeneration predict that therapeutically-stimulated patient regeneration could result in precise replacement size and shape if electric fields across these regenerating tissues are correctly programmed.
Supplementary Material
Acknowledgments:
We gratefully acknowledge funding via the Allen Discovery Center program through The Paul G. Allen Frontiers Group (12171), as well as NIH (AR055993, AR061988, 1DP2HD087953) and NSF (#CBET-0939511). We thank Joshua Finkelstein for his comments on a draft of this manuscript.
Footnotes
Publisher's Disclaimer: This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final citable form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.
ANNOTATED BIBLIOGRAPHY
- 1.Fosque BF, Sun Y, Dana H, Yang CT, Ohyama T, Tadross MR, Patel R, Zlatic M, Kim DS, Ahrens MB, et al. : Neural circuits. Labeling of active neural circuits in vivo with designed calcium integrators. Science 2015, 347:755–760. [DOI] [PubMed] [Google Scholar]
- 2.Kulkarni RU, Kramer DJ, Pourmandi N, Karbasi K, Bateup HS, Miller EW: Voltage-sensitive rhodol with enhanced two-photon brightness. Proc Natl Acad Sci U S A 2017, 114:2813–2818. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Adams DS, Tseng AS, Levin M: Light-activation of the Archaerhodopsin H(+)-pump reverses age-dependent loss of vertebrate regeneration: sparking system-level controls in vivo. Biology open 2013, 2:306–313. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Chernet BT, Adams DS, Lobikin M, Levin M: Use of genetically encoded, light-gated ion translocators to control tumorigenesis. Oncotarget 2016, 7:19575–19588. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Aramaki T, Kondo S: Method for disarranging the pigment pattern of zebrafish by optogenetics. Dev Biol 2018. [DOI] [PubMed] [Google Scholar]
- 6.McNamara HM, Zhang H, Werley CA, Cohen AE: Optically Controlled Oscillators in an Engineered Bioelectric Tissue. Physical Review X 2016, 6:031001. [Google Scholar]
- 7.Haupt A, Campetelli A, Bonazzi D, Piel M, Chang F, Minc N: Electrochemical regulation of budding yeast polarity. PLoS Biol 2014, 12:e1002029. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Zhang G, Edmundson M, Telezhkin V, Gu Y, Wei X, Kemp PJ, Song B: The Role of Kv1.2 Channel in Electrotaxis Cell Migration. J Cell Physiol 2016, 231:1375–1384. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Saltukoglu D, Grunewald J, Strohmeyer N, Bensch R, Ulbrich MH, Ronneberger O, Simons M: Spontaneous and electric field-controlled front-rear polarization of human keratinocytes. Mol Biol Cell 2015, 26:4373–4386. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Li A, Cho JH, Reid B, Tseng CC, He L, Tan P, Yeh CY, Wu P, Li Y, Widelitz RB, et al. : Calcium oscillations coordinate feather mesenchymal cell movement by SHH dependent modulation of gap junction networks. Nat Commun 2018, 9:5377. [DOI] [PMC free article] [PubMed] [Google Scholar]; ••This work demonstrates that endogenous feather patterning in birds is dependent upon calcium ocillations and that the effector pathways require the canonical morphogen Sonic hedgehog, which acts in part by upregulating expression of the gene encoding the gap junction Connexin-43. Thus, this work clearly illustrates links from bioelectrical signaling activity to known morphogen pathways and then back to encoding of bioelectrical hardware.
- 11.Fraire-Zamora JJ, Simons M: Vacuolar ATPase is required for ERK-dependent wound healing in the Drosophila embryo. Wound Repair Regen 2018, 26:102–107. [DOI] [PubMed] [Google Scholar]
- 12.Adams DS, Robinson KR, Fukumoto T, Yuan S, Albertson RC, Yelick P, Kuo L, McSweeney M, Levin M: Early, H+-V-ATPase-dependent proton flux is necessary for consistent left-right patterning of non-mammalian vertebrates. Development 2006, 133:1657–1671. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Gokey JJ, Dasgupta A, Amack JD: The V-ATPase accessory protein Atp6ap1b mediates dorsal forerunner cell proliferation and left-right asymmetry in zebrafish. Developmental biology 2015:DBIO1531. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Rouabhia M, Park HJ, Zhang Z: Electrically Activated Primary Human Fibroblasts Improve In Vitro and In Vivo Skin Regeneration. J Cell Physiol 2016, 231:1814–1821. [DOI] [PubMed] [Google Scholar]
- 15.Shen Y, Pfluger T, Ferreira F, Liang J, Navedo MF, Zeng Q, Reid B, Zhao M: Diabetic cornea wounds produce significantly weaker electric signals that may contribute to impaired healing. Sci Rep 2016, 6:26525. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Nishizuka M, Hayashi T, Asano M, Osada S, Imagawa M: KCNK10, a tandem pore domain potassium channel, is a regulator of mitotic clonal expansion during the early stage of adipocyte differentiation. Int J Mol Sci 2014, 15:22743–22756. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Tu J, Yang F, Wan J, Liu Y, Zhang J, Wu B, Liu Y, Zeng S, Wang L: Light-controlled astrocytes promote human mesenchymal stem cells toward neuronal differentiation and improve the neurological deficit in stroke rats. Glia 2014, 62:106–121. [DOI] [PubMed] [Google Scholar]
- 18.Pini J, Giuliano S, Matonti J, Gannoun L, Simkin D, Rouleau M, Bendahhou S: Osteogenic and Chondrogenic Master Genes Expression Is Dependent on the Kir2.1 Potassium Channel Through the Bone Morphogenetic Protein Pathway. J Bone Miner Res 2018, 33:1826–1841. [DOI] [PubMed] [Google Scholar]
- 19.Sacco S, Giuliano S, Sacconi S, Desnuelle C, Barhanin J, Amri EZ, Bendahhou S: The inward rectifier potassium channel Kir2.1 is required for osteoblastogenesis. Hum Mol Genet 2015, 24:471–479. [DOI] [PubMed] [Google Scholar]
- 20.Eischen-Loges M, Oliveira KMC, Bhavsar MB, Barker JH, Leppik L: Pretreating mesenchymal stem cells with electrical stimulation causes sustained long-lasting pro-osteogenic effects. PeerJ 2018, 6:e4959. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Huang CY, Lien CC, Cheng CF, Yen TY, Chen CJ, Tsaur ML: K(+) Channel Kv3.4 Is Essential for Axon Growth by Limiting the Influx of Ca(2+) into Growth Cones. J Neurosci 2017, 37:4433–4449. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Park S, Koppes RA, Froriep UP, Jia X, Achyuta AK, McLaughlin BL, Anikeeva P: Optogenetic control of nerve growth. Sci Rep 2015, 5:9669. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Sabin K, Santos-Ferreira T, Essig J, Rudasill S, Echeverri K: Dynamic membrane depolarization is an early regulator of ependymoglial cell response to spinal cord injury in axolotl. Dev Biol 2015, 408:14–25. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Diaz Quiroz JF, Tsai E, Coyle M, Sehm T, Echeverri K: Precise control of miR-125b levels is required to create a regeneration-permissive environment after spinal cord injury: a cross-species comparison between salamander and rat. Dis Model Mech 2014, 7:601–611. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Zhang Z, Chen J, He Y, Zhan X, Zhao R, Huang Y, Xu H, Zhu Z, Liu Q: miR-125b inhibits hepatitis B virus expression in vitro through targeting of the SCNN1A gene. Arch Virol 2014, 159:3335–3343. [DOI] [PubMed] [Google Scholar]
- 26.Ozkucur N, Quinn KP, Pang JC, Du C, Georgakoudi I, Miller E, Levin M, Kaplan DL: Membrane potential depolarization causes alterations in neuron arrangement and connectivity in cocultures. Brain Behav 2015, 5:24–38. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Herrera-Rincon C, Pai VP, Moran KM, Lemire JM, Levin M: The brain is required for normal muscle and nerve patterning during early Xenopus development. Nat Commun 2017, 8:587. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Blackiston DJ, Anderson GM, Rahman N, Bieck C, Levin M: A novel method for inducing nerve growth via modulation of host resting potential: gap junction-mediated and serotonergic signaling mechanisms. Neurotherapeutics 2015, 12:170–184. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Blackiston DJ, Vien K, Levin M: Serotonergic stimulation induces nerve growth and promotes visual learning via posterior eye grafts in a vertebrate model of induced sensory plasticity. npj Regenerative Medicine 2017, 2:8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Perathoner S, Daane JM, Henrion U, Seebohm G, Higdon CW, Johnson SL, Nusslein-Volhard C, Harris MP: Bioelectric signaling regulates size in zebrafish fins. PLoS Genet 2014, 10:e1004080. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Monteiro J, Aires R, Becker JD, Jacinto A, Certal AC, Rodriguez-Leon J: V-ATPase Proton Pumping Activity Is Required for Adult Zebrafish Appendage Regeneration. PloS one 2014, 9:e92594. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Kujawski S, Lin W, Kitte F, Bormel M, Fuchs S, Arulmozhivarman G, Vogt S, Theil D, Zhang Y, Antos CL: Calcineurin regulates coordinated outgrowth of zebrafish regenerating fins. Dev Cell 2014, 28:573–587. [DOI] [PubMed] [Google Scholar]
- 33.Yin W, Kim HT, Wang S, Gunawan F, Wang L, Kishimoto K, Zhong H, Roman D, Preussner J, Guenther S, et al. : The potassium channel KCNJ13 is essential for smooth muscle cytoskeletal organization during mouse tracheal tubulogenesis. Nat Commun 2018, 9:2815. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Rabinowitz JS, Robitaille AM, Wang Y, Ray CA, Thummel R, Gu H, Djukovic D, Raftery D, Berndt JD, Moon RT: Transcriptomic, proteomic, and metabolomic landscape of positional memory in the caudal fin of zebrafish. Proc Natl Acad Sci U S A 2017, 114:E717–E726. [DOI] [PMC free article] [PubMed] [Google Scholar]; • Transcriptomic analyses in this report highlight the differential expression along the proximo-distal caudal fin axis of at least 20 genes encoding ion channels, providing important clues for how positional information in this system may be set and maintained using bioelectrical coordinates.
- 35.George LF, Pradhan SJ, Mitchell D, Josey M, Casey J, Belus MT, Dahal GR, Bates EA: Ion Channel Contributions to Wing Development in Drosophila melanogaster. G3 (Bethesda) 2019. [DOI] [PMC free article] [PubMed] [Google Scholar]; • Loss-of-function mutagenesis studies showed that bioelectric controls of wing development operate in the fruit fly - a classical genetic model system. This paper identifies dozens of new targets as opportunities for future investigation of how specific ion genes help regulate embryonic morphogenesis.
- 36.Dahal GR, Pradhan SJ, Bates EA: Inwardly rectifying potassium channels influence Drosophila wing morphogenesis by regulating Dpp release. Development 2017, 144:2771–2783. [DOI] [PMC free article] [PubMed] [Google Scholar]; •• Potassium ion flux through channels is implicated in release of a canonical signaling morphogen, Dpp, in the developing insect wing disc. This work provides an example of how a system can translate changes in Vmem to regulated activity, via localization, of a morphogen is received by nearby cells and is required to correctly pattern the tissue.
- 37.Simons C, Rash LD, Crawford J, Ma L, Cristofori-Armstrong B, Miller D, Ru K, Baillie GJ, Alanay Y, Jacquinet A, et al. : Mutations in the voltage-gated potassium channel gene KCNH1 cause Temple-Baraitser syndrome and epilepsy. Nat Genet 2015, 47:73–77. [DOI] [PubMed] [Google Scholar]
- 38.Masotti A, Uva P, Davis-Keppen L, Basel-Vanagaite L, Cohen L, Pisaneschi E, Celluzzi A, Bencivenga P, Fang M, Tian M, et al. : Keppen-Lubinsky syndrome is caused by mutations in the inwardly rectifying K+ channel encoded by KCNJ6. Am J Hum Genet 2015, 96:295–300. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Adams DS, Uzel SG, Akagi J, Wlodkowic D, Andreeva V, Yelick PC, Devitt-Lee A, Pare JF, Levin M: Bioelectric signalling via potassium channels: a mechanism for craniofacial dysmorphogenesis in KCNJ2-associated Andersen-Tawil Syndrome. J Physiol 2016, 594:3245–3270. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Masotti A, Uva P, Davis-Keppen L, Basel-Vanagaite L, Cohen L, Pisaneschi E, Celluzzi A, Bencivenga P, Fang M, Tian M, et al. : Keppen-Lubinsky Syndrome Is Caused by Mutations in the Inwardly Rectifying K(+) Channel Encoded by KCNJ6. American journal of human genetics 2015, 96:295–300. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Smith RS, Kenny CJ, Ganesh V, Jang A, Borges-Monroy R, Partlow JN, Hill RS, Shin T, Chen AY, Doan RN, et al. : Sodium Channel SCN3A (NaV1.3) Regulation of Human Cerebral Cortical Folding and Oral Motor Development. Neuron 2018, 99:905–913 e907. [DOI] [PMC free article] [PubMed] [Google Scholar]; •• This work identifies mutations in SCN3A/NaV1.3 underlying improper folding of a compartment of the human cortex and shows this gene is expressed in the cortical progenitor cells and differentitated neurons. It also modeled this channelopathy in a ferret by showing expression of the orthologous mutant SCN3A gene in developing ferret brains is sufficient to alter cortical folding.
- 42.Kortum F, Caputo V, Bauer CK, Stella L, Ciolfi A, Alawi M, Bocchinfuso G, Flex E, Paolacci S, Dentici ML, et al. : Mutations in KCNH1 and ATP6V1B2 cause Zimmermann-Laband syndrome. Nature genetics 2015. [DOI] [PubMed] [Google Scholar]
- 43.Veale EL, Hassan M, Walsh Y, Al-Moubarak E, Mathie A: Recovery of current through mutated TASK3 potassium channels underlying Birk Barel syndrome. Molecular pharmacology 2014, 85:397–407. [DOI] [PubMed] [Google Scholar]
- 44.Hernandez-Diaz S, Levin M: Alteration of bioelectrically-controlled processes in the embryo: a teratogenic mechanism for anticonvulsants. Reproductive toxicology 2014, 47:111–114. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Borodinsky LN, Root CM, Cronin JA, Sann SB, Gu X, Spitzer NC: Activity-dependent homeostatic specification of transmitter expression in embryonic neurons. Nature 2004, 429:523–530. [DOI] [PubMed] [Google Scholar]
- 46.Belgacem YH, Borodinsky LN: Inversion of Sonic hedgehog action on its canonical pathway by electrical activity. Proc Natl Acad Sci U S A 2015, 112:4140–4145. [DOI] [PMC free article] [PubMed] [Google Scholar]; •• During spinal cord development, Sonic Hedgehog’s effects on downstream Gli signaling are switched between canonical and noncanonical modes based on electrical activity. This study shows how bioelectric processes can serve as developmental cues during neuronal differentiation and maturation by manipulating diffusible factor signaling.
- 47.Pablo JL, Wang C, Presby MM, Pitt GS: Polarized localization of voltage-gated Na+ channels is regulated by concerted FGF13 and FGF14 action. Proc Natl Acad Sci U S A 2016, 113:E2665–2674. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Levin M: Is the early left-right axis like a plant, a kidney, or a neuron? The integration of physiological signals in embryonic asymmetry. Birth Defects Res C Embryo Today 2006, 78:191–223. [DOI] [PubMed] [Google Scholar]
- 49.Durant F, Morokuma J, Fields C, Williams K, Adams DS, Levin M: Long-Term, Stochastic Editing of Regenerative Anatomy via Targeting Endogenous Bioelectric Gradients. Biophysical Journal 2017, 112:2231–2243. [DOI] [PMC free article] [PubMed] [Google Scholar]; •• This work revealed that the target anatomy of an otherwise wild-type worm can be reset to a 2-headed outcome by transient exposure to gap-junction blocking drugs and that this 2-head morphology is propagated across subsequent rounds of regeneration in plain water (permanent until re-set by manipulation of proton/potassium exchangers). Permanent conversion to a stochastic, destabilized target morphology can be achieved without genomic editing, by editing the information stably stored in a bioelectric circuit
- 50.Pai VP, Pietak A, Willocq V, Ye B, Shi NQ, Levin M: HCN2 Rescues brain defects by enforcing endogenous voltage pre-patterns. Nat Commun 2018, 9:998. [DOI] [PMC free article] [PubMed] [Google Scholar]; •• An endogenous bioelectric prepattern is essential for normal brain development. Exposure to teratogens induces birth defects of the brain and face by disrupting the spatial Vmem distribution. A computational model reveals how misexpression of the HCN2 channel is able to enfore the correct pattern, rescuing brain structure, gene expression, and learning capacity despite teratogen exposure.
- 51.Pai VP, Lemire JM, Pare JF, Lin G, Chen Y, Levin M: Endogenous Gradients of Resting Potential Instructively Pattern Embryonic Neural Tissue via Notch Signaling and Regulation of Proliferation. The Journal of Neuroscience 2015, 35:4366–4385. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Churchill CDM, Winter P, Tuszynski JA, Levin M: EDEn – Electroceutical Design Environment: An Ion Channel Database with Small Molecule Modulators and Tissue Expression Information. iScience 2018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Herrera-Rincon C, Golding AS, Moran KM, Harrison C, Martyniuk CJ, Guay JA, Zaltsman J, Carabello H, Kaplan DL, Levin M: Brief Local Application of Progesterone via a Wearable Bioreactor Induces Long-Term Regenerative Response in Adult Xenopus Hindlimb. Cell Reports 2018, 25:1593–+. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Vandenberg LN, Levin M: A unified model for left-right asymmetry? Comparison and synthesis of molecular models of embryonic laterality. Developmental biology 2013, 379:1–15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Levin M, Palmer AR: Left-right patterning from the inside out: widespread evidence for intracellular control. Bioessays 2007, 29:271–287. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.



