| THE PHYSICS AND NEUROBIOLOGY OF
MAGNETORECEPTION
1 Department of Biology, Duke
University, Durham, North Carolina 27708, USA. correspondence to: Sönke Johnsen sjohnsen@duke.edu Diverse animals can detect magnetic fields but little is known about how they do so. Three main hypotheses of magnetic field perception have been proposed. Electrosensitive marine fish might detect the Earth's field through electromagnetic induction, but direct evidence that induction underlies magnetoreception in such fish has not been obtained. Studies in other animals have provided evidence that is consistent with two other mechanisms: biogenic magnetite and chemical reactions that are modulated by weak magnetic fields. Despite recent advances, however, magnetoreceptors have not been identified with certainty in any animal, and the mode of transduction for the magnetic sense remains unknown. Behavioural experiments have shown that many animals can sense the Earth's magnetic field and use it as a cue for guiding movements over both long and short distances1. However, relatively little is known about the neural and biophysical mechanisms that underlie this sensory ability. Whereas receptors for most other sensory systems have been characterized and studied, primary receptors involved in detecting magnetic fields have not yet been identified with certainty in any animal. Several factors have made locating MAGNETORECEPTORS unusually difficult. One is that magnetic fields pass freely through biological tissue. So, whereas receptors for sensory modalities such as vision and olfaction must contact the external environment to detect stimuli, this restriction does not apply to magnetoreceptors, which might plausibly be located almost anywhere in an animal's body. In addition, magnetoreceptors might be tiny and dispersed throughout a large volume of tissue2, or the transduction process might occur as a set of chemical reactions3, so that there is not necessarily any obvious organ or structure devoted to magnetoreception. Finally, humans either lack magnetoreception4 or are not consciously aware of it5, so our own sensory experiences provide little intuitive insight into where magnetoreceptors might be found. So far, most of what is known about magnetoreception has been inferred from behavioural experiments, theoretical considerations and a limited number of electrophysiological and anatomical studies. This article begins by discussing the Earth's magnetic field and the basic types of information that animals can extract from it. We then summarize the three main hypotheses of magnetoreception and critically evaluate the evidence for each. Finally, we suggest future directions for research in the field. Information in the Earth's field To a first approximation, the Earth's magnetic field resembles the dipole field of a giant bar magnet (Fig. 1a). Field lines leave the southern hemisphere and curve around the globe before re-entering the planet in the northern hemisphere.
Animals can potentially extract at least two distinct types of information from the Earth's field. The simplest of these is directional or compass information, which enables an animal to maintain a consistent heading in a particular direction, such as north or south. Magnetic compasses are phylogenetically widespread and exist in several invertebrate groups, including molluscs, crustaceans and insects, as well as in all five classes of vertebrate1. Alone, a compass is often insufficient to guide an animal to a specific destination or to steer it reliably along a long and complex migratory route. For example, a sea turtle migrating through the ocean toward a distant target can be swept off course by currents, and a migrating bird's heading can be altered by wind. Navigation can therefore be enhanced by an ability to determine position relative to a destination. For today's humans, this need is usually met through a GLOBAL POSITIONING SYSTEM (GPS), which provides users with their geographical position and continuously computes the direction to a goal. For some migratory animals, positional information inherent in the Earth's magnetic field provides a similar, although less precise, way of assessing geographical location. Several geomagnetic parameters, such as inclination angle and field intensity, vary across the Earth's surface in ways that make them suitable for use in a position-finding sense6, 7 (Fig. 1). Some animals, including certain birds8-10, sea turtles11-14, salamanders15, 16 and lobsters17, can discriminate small differences in at least some of these magnetic features. These animals exploit positional information in the Earth's field in several different ways, and at least a few are able to learn the magnetic topography of the areas in which they live and so acquire 'magnetic maps' that facilitate navigation towards specific locations (Fig. 2).
Because the parameters of the Earth's field that are useful for detecting directional and positional information differ, it is possible that some animals have two separate magnetosensory systems. Each might detect a different element of the Earth's field and each might also rely on separate receptors based on different biophysical mechanisms18, 19. Possible mechanisms of magnetoreception During the past three decades, a number of diverse mechanisms have been proposed that might provide the basis for detecting magnetic fields1, 20. However, the most recent research has focused on three possibilities: ELECTROMAGNETIC INDUCTION, magnetic field-dependent chemical reactions and BIOGENIC MAGNETITE. Each mechanism is discussed below. Electromagnetic induction. A charged particle moving through a magnetic field experiences a force perpendicular to both its motion and the direction of the field. The magnitude of this LORENTZ FORCE is equal to the product of the magnetic field strength, the charge and velocity of the particles, and the sine of the angle between the motion and field vectors21. Therefore, if an electrically conductive bar moves through a magnetic field in any direction other than parallel to the field lines, positively and negatively charged particles migrate to opposite sides of the bar, resulting in a constant voltage that depends on the speed and direction of the bar's motion relative to the magnetic field. If the bar is immersed in a conductive medium that is stationary relative to the field, an electric circuit is formed and current flows through the medium and the bar. This principle, known as electromagnetic induction, provides a possible explanation for how elasmobranch fish (sharks, skates and rays) detect the Earth's magnetic field22, 23. According to this hypothesis, jelly-filled canals on the fish, known as ampullae of Lorenzini, function as the conducting bars; the surrounding sea water functions as the motionless conducting medium, and the highly resistive and sensitive electroreceptors at the inner end of the ampullae detect the voltage drop of the induced current. However, several factors significantly complicate these simple models. First, the electroreceptors of elasmobranches cannot detect the steady fields that were originally thought to arise24. Second, the water surrounding marine fish is seldom motionless under natural conditions. Third, ocean currents are also conductors moving through the Earth's magnetic field, and so create electric fields of their own. Presumably, therefore, the animal must be able to determine which component of the total field that it experiences is attributable to its own motion and which is due to the motion of water22, 25. In principle, these problems might be overcome if sharks derive magnetic field information from the oscillating electric fields that arise as the ampullae on their heads move back and forth during swimming25. Such fields should be distinguishable from fields caused by oceanic currents. Although sea water is a highly conductive medium, air is not. Therefore, birds and other terrestrial animals cannot accomplish magnetoreception by induction in the same way that has been proposed for electrosensitive marine fish. Although an induction-based system using an internal current loop (a closed circuit inside an animal) is theoretically possible, such a loop would need to rotate relative to the Earth's field21 and would probably also require a specialized internal transduction organ several millimeters in diameter26. The semicircular canals have some of the necessary features, but at present there is no evidence that magnetoreception occurs in the inner ear, and no likely alternative structure or site has been found in any animal26. Evidence for electromagnetic induction. Direct evidence that animals use electromagnetic induction to detect the Earth's magnetic field has not yet been obtained. Nevertheless, rays and sharks clearly have a highly sensitive electric sense with which they can detect the weak electric fields generated by the tissues of their prey27. This electrosensory system seems to be sufficiently sensitive to permit detection of the Earth's magnetic field28. Several studies have provided experimental or correlative evidence that is consistent with the hypothesis that elasmobranches do perceive magnetic stimuli29-33. In some cases, however, it was impossible to determine precisely what the animals detected. For example, in a recent experiment captive sharks learned to approach an area of the tank for a food reward when a magnetic coil surrounding the tank was turned on33. Although this was interpreted as a response to the imposed magnetic field, an equally plausible explanation is that the crucial stimulus might have been the transient electric field that is generated whenever the current through a coil is turned on21. Similarly, rays have been conditioned to move towards a specific magnetic direction in an enclosure29, but whether the rays responded to the direction of the field per se, or instead to the presence of field anomalies, is debatable1, 34. In a recent attempt to investigate the mechanism of magnetoreception in elasmobranch fish, rays were conditioned to respond to the presence or absence of magnetic field anomalies31, 32. The conditioned response disappeared when small magnets were inserted into their nasal cavities, whereas inserting non-magnetic brass bars had no effect. These results have been interpreted as evidence against the electromagnetic induction hypothesis because induction should be unaffected by attached magnets that move in concert with the animal32. A crucial question is whether the movements of the magnets in the nasal cavities precisely matched movements of the electroreceptors on the flexible bodies of the fish, because if slight differences in motion occurred then a magnetoreception system based on induction might indeed have been affected. Whether elasmobranch fish rely on electromagnetic induction for magnetoreception or use an alternative mechanism remains unresolved. Chemical magnetoreception. A second proposed mechanism of magnetoreception involves chemical reactions that are modulated by Earth-strength magnetic fields. At first glance, it seems unlikely that fields as weak as the Earth's could influence any chemical reaction, let alone those in animals. After all, such reactions involve alterations in the energies of electrons, and the energy differences between different orbitals are many orders of magnitude too large for the Earth's field to transfer electrons directly from one orbital to another. In addition, at physiological temperatures the kinetic energy of biological molecules is 2 x 1011 times greater than the energy of the Earth's field and might, therefore, be expected to overwhelm any slight magnetic effect35. Nevertheless, weak magnetic fields might exert an influence on biological molecules and chemical reactions under at least some circumstances. Several ingenious mechanisms have been proposed and debated36-39, but the only hypothesis that has so far gained widespread acceptance as physically plausible is one that relies on chemical reactions involving pairs of radicals40, 41. The proposed mechanism is that Earth-strength magnetic fields influence correlated spin states of paired radical ions3, 37, 42. Electron spins are largely unaffected by thermal noise, and so represent one of only a few molecular features that might plausibly be influenced by the Earth's field35. The putative process begins with an electron transfer from a donor molecule, A, to an acceptor molecule, B. This leaves each with an unpaired electron, the spins of which are either opposite (singlet state) or parallel (triplet state). Either way, the spins precess, meaning that the axis of rotation changes slowly in much the same way that a spinning top wobbles around a vertical axis as it slows down. This analogy is not precise, however, because electron spin can have only one of two orientations (up or down). The PRECESSION of the spins is caused by interactions with the local magnetic environment, which, in turn, is determined by the combined magnetic fields that are generated by the spins and orbital motions of unpaired electrons and magnetic nuclei, and any external field. Because the two electrons encounter slightly different magnetic forces, they precess at different rates. After a brief period of time, the electron that was transferred returns to the donor. Depending on the time that elapses before the BACKTRANSFER and the difference in precession rates between the two electrons, the original singlet or triplet state of the donor might be preserved or altered. If electron backtransfer occurs quickly, then the electron spins will have precessed little and are therefore likely to remain in their original opposite or parallel correlated state. As a result, A and B remain unchanged. However, in a longer reaction the differences in precession rates between the two electrons can alter the original spin relationship; A and B are, therefore, chemically altered, which, in turn, can influence subsequent reactions. For example, a change from a singlet to a triplet state often prevents the subsequent recombination of A and B owing to the PAULI EXCLUSION PRINCIPLE (which states that two electrons with parallel spins cannot share the same orbital)43. For the RADICAL PAIR mechanism to operate in magnetic fields as weak as that of the Earth's, several stringent conditions must be met40, 41. First, the reaction time must be long enough for the small differences in precession rate to alter the spin correlation, a process that takes at least 100 ns and that cannot occur in the time course of most known radical pair reactions3. On the other hand, however, the reaction cannot occur too slowly, or the spin correlation might be randomized by other disruptive processes3. Therefore, the mechanism can presumably work only if the reaction time falls within a narrow range, although reactions of a longer than expected duration are hypothetically possible if the reactants are compartmentalized in MICELLES44. Several other factors impose considerable constraints on the radical
pair mechanism. For example, the speed of the reaction and the strength
of interactions between the spins of the electrons and nuclei in the
molecules must be related in highly specific ways for the orientation
and strength of the Earth's field to have a significant effect41. Moreover, the molecules involved must be simple and
contain few hydrogen or nitrogen atoms, as otherwise internal magnetic
interactions will overwhelm any effects due to the Earth's field41. In addition, because the influence of the Earth's
field on the putative chemical processes is weak, the effect must
presumably be summed over a large area. Calculations indicate that
If magnetoreception does occur in photoreceptors, then an interesting possibility is that the process involves cryptochromes, a group of photosensitive proteins that are involved in the circadian systems of plants and animals45, 46. Cryptochromes exist in the retinae and pineal glands of many animals47. In addition, they show marked homology to photolyases, which are known to form radical pairs after photo-excitation48. Finally, neural activity during magnetic orientation behaviour co-localizes with cryptochrome expression in retinal ganglion cells in a night-active migratory bird, whereas no such co-localization occurs in non-migratory birds or during daytime45. However, it is not known whether this is due to a link between cryptochromes and magnetoreception or simply a link between cryptochromes and photoperiodic behaviour that is associated with migration. Evidence for chemical magnetoreception. At present, no
chemical reactions affected by Earth-strength magnetic fields are known43. Some reactions that involve the radical pairs
mechanism are affected by fields as weak as 1 milliTesla49, but this field intensity is still Although direct evidence for chemical magnetoreception has not yet been obtained, several lines of evidence have indicated a link between magnetoreception and the visual system. Electrophysiological responses to magnetic fields have been detected in several parts of the avian brain that receive projections from the visual system1, 52. For example, the nucleus of the basal optic root (nBOR) in pigeons receives projections from retinal ganglion cells, and some neurons in the nBOR and optic tectum respond to directional changes in the ambient magnetic field53, 54. The amplitude of the responses in the nBOR depended on the wavelength of the light entering the eye54 and responses to magnetic fields in both locations disappeared when the optic nerves were cut52. Several studies have also indicated a link between magnetoreception and the pineal gland53, 55, 56. Electrophysiological recordings from pigeon pineal cells revealed units that were responsive to gradual changes in Earth-strength magnetic fields57. Responses were reduced, but not abolished, when the optic nerves and other sources of input to the pineal gland were severed, which implies that one source of magnetic sensitivity is in the pineal gland itself 57. A study with newts also revealed that the magnetic direction that newts orientated towards shifted when the pineal complex was illuminated with light of a specific wavelength, whereas no such response was elicited when the light illuminated the eyes alone56. Numerous experiments have indicated that the magnetic orientation behaviour of birds, newts and flies changes when the animal is exposed to specific wavelengths of light20, 58-64. The finding that such wavelength-dependent responses also vary with the intensity of light60, 65 has greatly complicated the emerging picture because absorption of light is generally wavelength-dependent. So, if an animal is exposed to identical photon fluxes of two lights with different wavelengths, it might perceive one light to be much brighter than the other, and receptors for vision, magnetoreception, or both might absorb different amounts of light under the two conditions. For this reason, disentangling the effects of wavelength and intensity is almost impossible. No discernable pattern has yet emerged among species, but a bewildering array of wavelength and/or intensity-dependent effects have been reported, including loss of orientation, shifts in orientation direction and shifts to axial orientation59, 60, 65-68 (Box 1). Several interesting models have been proposed to explain these complex results, most of which involve opponency between a putative dominant short-wavelength mechanism and a subordinate long-wavelength mechanism68, 69. However, so far none of the models have been tested rigorously. A final line of evidence that is consistent with a radical pairs
mechanism of magnetoreception comes from recent studies involving radio
frequency fields. Radical pair reactions can be perturbed by radio waves
of approximately the same energy as that of the interaction between the
spin states and the Earth's magnetic field50,
70. This allows for a potentially diagnostic
test of magnetoreceptor mechanism. Broadband radio noise (0.1–10.0 MHz)
and a constant frequency signal of 7 MHz both disrupted magnetic
orientation in European robins71.
Interestingly, the 7 MHz signal failed to disrupt orientation when the
direction of propagation was aligned with the Earth's magnetic field,
whereas experiments with known radical pair reactions have shown effects
(albeit of variable strength) regardless of the alignment of the radio
frequency field70. The results with birds
were replicated using a signal of 1.315 MHz, which was calculated to
have a maximally disruptive effect72. In
both studies, the strength of the oscillating field was
This promising initial work with radio frequency fields could potentially be strengthened if future experiments reveal an action spectrum in which some, but not all, frequencies have an effect72. Such specificity should, in theory, exist50, 70. Similarly, the demonstration that radio frequency fields have no discernable effects on the behaviour of animals that orient themselves using non-magnetic cues would help to eliminate the small but lingering possibility that the effects are not directly related to magnetoreception. Magnetite. A diverse assemblage of bacteria and
unicellular algae orient their movements along magnetic field lines73. The discovery that crystals of the magnetic minerals
magnetite (Fe3O4) and greigite (Fe3S4)
underlie this ability inspired searches for similar minerals in a
diverse range of animals. Magnetite was subsequently detected in
honeybees, birds, salmon, sea turtles and a number of other animals that
are known to orient to the Earth's magnetic field74.
Most magnetite isolated from animals has been in the form of
single-domain magnetite crystals similar to those found in magnetotactic
bacteria73. Single-domain crystals are
minute ( Single-domain magnetite crystals might transduce geomagnetic field information to the nervous system in several different ways32, 75, 76. One possibility is that such crystals exert torque or pressure on secondary receptors (such as stretch receptors, hair cells or mechanoreceptors) as the particles attempt to align with the geomagnetic field. Alternatively, the rotation of intracellular magnetite crystals might open ion channels directly if, for example, cytoskeletal filaments connect the crystals to the channels. In some animals, magnetite crystals are smaller than single-domain size. These smaller crystals are said to be superparamagnetic and have different magnetic properties. Unlike single-domain crystals, they do not have a permanent magnetic moment and so cannot physically rotate into alignment with the Earth's field77. Instead, the magnetic axis of a superparamagnetic crystal tracks the axis of any ambient field, even though the crystal itself remains stationary. In Earth-strength magnetic fields, superparamagnetic crystals can generate fields strong enough to attract or repel other nearby crystals. These inter-crystal interactions have the potential to deform a matrix in which a cluster of these crystals are embedded76, 78. In addition, entire clusters of superparamagnetic crystals can attract and repel each other under some conditions79. Mechanisms have been proposed that might, in principle, enable the nervous system to detect expansion or contraction in either a single cluster or in an array of clusters77, 79, 80 (Fig. 3). This, in turn, provides a possible means of detecting the direction of the field, its intensity, or both.
Evidence for magnetite-based magnetoreception. For magnetite crystals to function as magnetoreceptors in animals, the magnetite presumably needs to contact the nervous system. Although such a link has been proposed for more than two decades, direct anatomical evidence has remained scarce. The strongest evidence has come from studies with trout81, 82 and pigeons80, 83. In the trout, analyses of olfactory lamellae using confocal microscopy revealed cells that contain single-domain magnetite crystals82. The region of the trout nose that contains these cells is innervated by the ros V nerve, which is one branch of the fifth cranial nerve (the trigeminal). Electrophysiological recordings from the ros V have revealed units that respond to magnetic stimuli consisting of abrupt changes in field intensity. These findings have led to the hypothesis that magnetite-containing cells in the trout nose function as magnetoreceptors and relay information to the brain through the trigeminal nerve. Because reversals of field direction did not elicit responses from units in the ros V nerve81, the putative magnetite-based receptors have been proposed to detect field intensity, a parameter that is potentially useful in a map sense. However, whether trout have a magnetic map sense is not yet known, and a clear link between the nervous system and the putative receptor remains to be found. In birds, crystals of a trivalent iron compound thought to be magnetite have been detected in an area of the upper beak80, 83-85. Ultrastructural analyses of this anatomical region in pigeons have revealed clusters of these crystals inside nerve terminals and arranged along the cell membrane80. However, in contrast to the single-domain magnetite detected in fish82, the magnetite crystals in the beak of the pigeon are superparamagnetic83, 85. An interesting similarity between fish and birds is that, in both cases, the anatomical site that contains the magnetite appears to be innervated by the ophthalmic branch of the trigeminal nerve80, 81, 86. Two further findings are consistent with the hypothesis that branches of the trigeminal nerve innervate magnetoreceptors in birds. First, cutting the ophthalmic branch permanently abolished a conditioned response of pigeons that had been trained to discriminate between the presence and absence of a small magnetic anomaly87. Second, electrophysiological recordings in birds indicate that specific neurons in the trigeminal ganglion, to which the ophthalmic nerve projects, respond to changes in vertical field intensity as small as about 0.5% of the Earth's field9 (Fig. 4). These cells have been proposed to function in a magnetic map sense52.
Although direct evidence that magnetite functions in magnetoreception remains limited, additional circumstantial evidence has been provided by pulse magnetization experiments. A strong magnetic field of brief duration can be used to alter the direction of magnetization in single-domain magnetite particles88. Recent analyses have also indicated that such a magnetic pulse might also disrupt superparamagnetic crystals under at least some conditions83. Pulse magnetization might, therefore, alter magnetite-based magnetoreceptors and so change the behaviour of animals that use such receptors to derive directional or positional information from the Earth's field. In several studies, the application of strong magnetic pulses to birds and turtles either randomized the preferred orientation direction or else deflected it slightly relative to controls19, 89-92. These results have generally been interpreted as evidence for magnetite-based magnetoreceptors, although other explanations cannot be ruled out entirely19, particularly given that pulsed magnetic fields generate large transient electric fields21. Strong magnetic pulses might hypothetically alter magnetite-based receptors that are part of a compass sense, a map sense or both. However, findings in birds indicate that the effect might be on a map sense rather than a compass sense. Pulsed fields influenced the orientation of adult birds, which are thought to rely on map information for navigation, but failed to affect young birds, which complete their first migration by flying along a consistent compass heading93. At the same time, pulse magnetization also significantly altered the magnetic orientation behaviour of mole rats, which have a magnetic compass but are not thought to have a map sense94. These results highlight the possibility that magnetite-based receptors might have different functional roles in different animals. Compasses, maps and mechanisms All three mechanisms that we have described seem to be capable of providing an animal with directional information that might be used in a magnetic compass sense. However, the information derived from the field is not the same in all cases. The induction model and some single-domain magnetite models are capable of detecting field polarity (that is, they can distinguish between magnetic north and south)28, 76. By contrast, no current model based on chemical magnetoreception or superparamagnetism can do this3, 79. Interestingly, there are two functionally different types of magnetic compass in animals. Polarity compasses, which are present in lobsters95, salmon96 and mole rats94, determine north using the polarity of the horizontal field component. By contrast, the inclination compasses of birds1, 97 and sea turtles98 evidently do not detect the polarity of the field (that is, north versus south). Instead, they define 'poleward' as the direction along the Earth's surface in which the angle formed between the magnetic field vector and the gravity vector is smallest. Some salamanders have both types of compasses and use each in different behavioural tasks99. Because some of the proposed magnetoreception mechanisms can detect field polarity whereas others cannot, it is tempting to conclude that polarity and inclination compasses have different underlying mechanisms. However, this inference might be premature. For example, single-domain magnetite crystals can potentially yield receptors that are either capable or incapable of detecting field polarity76, 100. In addition, higher-order neural processing often gives rise to behavioural outputs that do not closely mirror the properties of receptors. For now, the only safe conclusion seems to be that chemical magnetoreception and superparamagnetic magnetite cannot account for polarity compasses. All three mechanisms seem to be capable of detecting at least some elements of the Earth's field that might be used in assessing geographical location. To detect the inclination of field lines, an animal would presumably need to integrate information from its magnetoreception system with information from a gravity-sensing system. However, no theoretical barrier seems to preclude detection of magnetic inclination by a receptor system based on any of the mechanisms. By contrast, the different mechanisms are likely to have differing sensitivities to field intensity. Receptors based on single-domain or superparamagnetic magnetite might be able to detect very small changes in field intensity100, whereas the chemical and induction mechanisms probably cannot3, 26. In the chemical models, the limitation is due to the small effect of field strength on the proposed reactions3, 101. In induction models, difficulties arise because the animal would need to precisely determine both its own velocity and the magnitude of the background (passive) electrical fields in its environment. So, given the relatively small field changes that an animal using a magnetic map would probably need to detect102-104, a map sense based on intensity is unlikely to be mediated by a chemical or induction mechanism. Concluding remarks Three physically plausible mechanisms have been proposed that might underlie magnetoreception in animals. Recent advances are consistent with the hypothesis that a magnetic compass based on chemical magnetoreception exists in birds, and candidate magnetite-based receptors, possibly functioning in a magnetic map sense, have now been reported in both birds and fish. However, these findings should be viewed as tentative. Despite recent progress, primary magnetoreceptors have not been identified with certainty in any animal, and the mode or modes of transduction for the magnetic sense therefore remain unknown. Future progress might be expedited by two realizations. First, although magnetoreception research began with behavioural studies, such studies cannot, by themselves, elucidate transduction processes that occur at or below the cellular level. Sustained efforts to incorporate a wider range of modern neuroscience techniques into magnetoreception research are now needed — an undertaking that has perhaps just recently begun45, 46, 80, 105-109. In parallel with this is the need to identify new model systems in which magnetoreception can be investigated. Migratory vertebrates, such as birds and sea turtles, have proved favourable for behavioural experiments, but they are not ideal for work in the realms of neurobiology, microscopy and genetics. The discovery that magnetic sensitivity exists in zebrafish110, the fruitfly Drosophila melanogaster62, 111 and in Tritonia diomedea, a mollusc with a simple nervous system107-109 might represent promising first steps in this direction. Boxes
References
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