Vision-based animal magnetoreception

Magnetic sensing is a type of sensory perception that has long captivated the human imagination, although it seems inaccessible to humans. Over the past 50 years, scientific studies have shown that a wide variety of living organisms have the ability to perceive magnetic fields and can use information from the Earth's magnetic field in orientation behavior. Examples abound: salmon (Oncorhynchus nerka), sea turtles (Dermochelys coriacea), spotted newts (Notophthalmus viridescens), lobsters (Panulirus argus), honeybees (Apis mellifera), and fruitflies (Drosophila melongaster) can all perceive and utilize geomagnetic field information. But perhaps the most well-studied example of animal magnetoreception is the case of migratory birds (e.g. European robins (Erithacus rubecula), silvereyes (Zosterops l. lateralis), garden warblers (Sylvia borin)), who use the Earth's magnetic field, as well as a variety of other environmental cues, to find their way during migration.

european_robin2.jpg
Figure 1. The magnetic compass of the European robin (Erithacus rubecula) has been extensively studied by Wiltschko et al., Mouritsen et al. and others. The image has been adopted from here.

The avian magnetic compass is a complex entity with many surprising properties. The basis for the magnetic compass sense is located in the eye of the bird, and furthermore, it is light-dependent, i.e., a bird can only sense the magnetic field if certain wavelengths of light are available. Specifically, many studies have shown that birds can only orient if blue light is present. The avian compass is also an inclination-only compass, meaning that it can sense changes in the inclination of magnetic field lines but is not sensitive to the polarity of the field lines. Under normal conditions, birds are sensitive to only a narrow band of magnetic field strengths around the geomagnetic field strength, but can orient at higher or lower magnetic field strengths given accommodation time.

A Radical-Pair-Based Avian Compass

Despite decades of study, the physical basis of the avian magnetic sense remains elusive. The most supported mechanism to explain the magnetic compass in birds is the so-called radical-pair-based model. The underlying idea of this model is that the avian compass may be produced in a chemical reaction in the eye of the bird, involving the production of a radical pair. A radical pair, most generally, is a pair of molecules, each of which have an unpaired electron (see Fig. 2). If the radical pair is formed so that the spins on the two unpaired electrons in the system are entangled (i.e. they begin in a singlet or triplet state), and the reaction products are spin-dependent (i.e., there are distinct products for the cases where the radical pair system is in an overall singlet vs. triplet state), then there is an opportunity for an external magnetic field to affect the reaction by modulating the relative orientation of the electron spins.

radical-pair.jpg
Figure 2. A simple radical pair reaction scheme.

 

How could a radical pair reaction lead to a magnetic compass sense? Suppose that the products of a radical pair reaction in the retina of a bird could in some way affect the sensitivity of light receptors in the eye, so that modulation of the reaction products by a magnetic field would lead to modulation of the bird's visual sense, producing brighter or darker regions in the bird's field of view. (The last supposition must be understood to be speculative; the particular way in which the radical pair mechanism interfaces with the bird's perception is not well understood.) When the bird moves its head, changing the angle between its head and the Earth's magnetic field, the pattern of dark spots would move across its field of vision and it could use that pattern to orient itself with respect to the magnetic field. This idea is explored in detail by [Ritz, et al., Biophys. J. 78, 707 (2000); Solov'yov, Schulten 2007-2012]. Interestingly, studies have shown that migratory birds exhibit a head-scanning behavior when using the magnetic field to orient that would be consistent with such a picture. Such a vision-based radical-pair-based model would explain several of the unique characteristics of the avian compass, e.g., that it is light-dependent, inclination-only, and linked with the eye of the bird. It is also consistent with experiments involving the effects of low-intensity radio frequency radiation on bird orientation, as suggested by Canfield and Schulten [Canfield, Belford, Debrunner, Schulten. Chem. Phys. 195, 59, (1995); Canfield, Belford, Debrunner, Schulten, Chem. Phys. 182, 1, (1994)].

Cryptochrome

The question remains as to where, physically, this radical pair reaction would take place. It has been suggested that the radical pair reaction linked to the avian compass arises in the protein cryptochrome [Ritz, Adem, Schulten, Biophys. J. 78, 707, (2000); Solov'yov, Schulten 2007-2012]. Cryptochrome is a signaling protein found in plants and animals. Its role varies among organisms, from entrainment of circadian rhythms in vertebrates to regulation of stem elongation in plants. Cryptochromes exist in the eyes of migratory birds and cryptochrome-containing cells within the retina are active when birds perform magnetic orientation [Nießner, et al. PLoS ONE 6, e20091 (2011); Mouritsen, et al. PNAS 101, 14294 (2004)].

figure_cryptochrome.jpg
Figure 3. A chain of three tryptophan residues involved in the photoreduction of the FAD cofactor. During the electron-transfer process, radical pairs are formed between FADH and each of the tryptophans. The formation of these radical pairs permits a magnetic field effect in cryptochrome.

 

Cryptochrome binds the chromophore flavin adenine dinucleotide (FAD) as a co-factor (Fig. 2). In plant cryptochromes from Arabidopsis thaliana blue light leads to conversion of fully oxidized FAD to a semireduced FADH form; the latter represents the signaling state. The conversion happens in the course of light-induced electron transfer involving FAD and a chain of three tryptophan amino acids shown in Fig. 3. Atomic structures of cryptochrome are known for Arabidopsis thaliana cryptochrome (discovered in 2004) [Brautigam, et al. PNAS, 101, 12142 (2004)] and Drosophila melanogaster cryptochrome (discovered just recently in 2011) [Zoltowski, et al. Nature 480, 396 (2011)]. In cryptochromes from insects, light excitation leads to formation of a flavin anion radical, FAD•– which may represent the signaling state in this case.

photocycle.jpg
Figure 4. Light-induced photocycle in Arabidopsis thaliana cryptochrome. The signaling state of cryptochrome is controlled by the oxidation state of its flavin cofactor FAD, which exists in three interconvertible redox forms, FAD, FADH, and FADH-. The FAD form is inactive (non-signalling) and accumulates to high levels in the dark.

 

However cryptochrome's signalling state has a limited lifetime. Under aerobic conditions, the stable FADH molecule slowly reverts back to the initial FAD state as illustrated in Fig. 4. This process is not well understood and occurs on the millisecond time scale. The cryptochrome back-reaction attracted considerable attention recently due to indications that it may be the key link to avian magnetoreception. In the course of the back-reaction a radical pair is formed between flavin and an oxygen molecule.

Involvement of Superoxide in Magnetoreception

The hypothesis that an oxygen molecule is involved in magnetoreception still needs to be verified experimentally. However, this idea is clearly promising because the oxygen radical is devoid of hyperfine coupling, which leads to an enhancement of magnetic field effects. In addition, such a radical pair (where one radical has no hyperfine coupling) would be consistent with studies on the effects of weak radio-frequency oscillating magnetic fields on migratory bird orientation. Ritz and co-workers [Ritz, et al. Biophys. J. 96, 3451 (2009)] not only found that appropriate orientation behavior depends on the strength and angle of the oscillating field, but also that the minimum field strength necessary to disrupt orientation depends on the frequency of the oscillating field in a resonance-like behavior that would be predicted by such a radical pair.

back-reaction.jpg

Figure 5. Schematic presentation of the postulated reaction scheme involving the flavin cofactor FADH in cryptochrome and a molecular oxygen radical (superoxide) O2-.

The back-reaction in cryptochrome likely involves the superoxide radical O2. The superoxide radical O2 occurs widely in nature and can be obtained as the product of the one-electron reduction of molecular oxygen (O2). O2 is toxic to cells and under physiological conditions is available only in nM concentrations, which is well controlled by an enzyme, superoxide dismutase. The reaction of the semiquinone FADH state of the flavin cofactor in cryptochrome with O2 is schematically shown in Fig. 5. The molecular oxygen radical O2 enters the molecular pocket in cryptochrome, depicted in Fig. 5, with a rate constant kox, creating a radical pair [FADH+O2], which can be either in a singlet or a triplet state, as denoted by 1[…] or 3[…], respectively. If the radical pair is found in its singlet state, the electron from the O2 radical should transfer to the FADH radical, since the energy of the 1[FADH+O2] state is lower than the energy of the 1[FADH+O2] state. The electron transfer is only possible from the singlet state of the radical pair, the corresponding rate constant being depicted in Fig. 5 as ket. The triplet state 3[FADH+O2] can only produce FADH after it is converted to the singlet state 1[FADH+O2].

Magnetic Field Effect in Cryptochrome Activation-Reaction

The idea behind the magnetic field effect in cryptochrome activation reaction is illustrated in Fig. 6. Cryptochrome is brought to its active (signaling) state via the photoreduction process described above. However, cryptochrome could revert to its non-active form if ever the unpaired electron on FADH back-transfers to one of the three tryptophans shown in Fig. 3. This back-transfer process is spin-dependent, as it can only take place if the spins of the two unpaired electrons on FADH and the tryptophan are in an overall singlet (antiparallel) state, rather than a triplet (parallel) state. The spins of the unpaired electrons precess about the local magnetic field, which consists of contributions from the surrounding nuclei as well as from the external magnetic field. As each of the electron spins precess, they change their orientation with respect to one another. For example, if the spins begin in a singlet (antiparallel) state, their precession will bring them out of alignment, introducing some triplet contribution. In this way, the presence of the external magnetic field can influence the precession of the electron spins and thereby influence the amount of time the spins spend in their singlet state. This, in turn, influences the probability for electron back-transfer and therefore the amount of time that cryptochrome spends in its signaling state.

forward-reaction-MFeffect.jpg

Figure 6. Shown here is a semi-classical description of the magnetic field effect on the radical pairs between FADH and tryptophan in cryptochrome. The unpaired electron spins (S1 and S2) precess about a local magnetic field produced by the addition of the external magnetic field B with contributions I1 and I2 from the nuclear spins on the two radicals. The spin precession continuously alters the relative spin orientation, causing the singlet (anti-parallel) to triplet (parallel) interconversion which underlies the magnetic field effect. Electron back-transfer from a tryptophan to FADH quenches cryptochrome's active state. However, this back-transfer can only take place when the electron spins are in the singlet state, and this spin-dependence allows the external magnetic field, B, to affect cryptochrome activation.

Computational studies on a model of the photoreduction pathway in cryptochrome have shown that the magnetic field effect described above can have an effect on cryptochrome activation. The model used in our paper of the cryptochrome's photoreduction pathway (Solov'yov, Chandler, Schulten, 2007) makes use of realistic electron transfer rate constants and hyperfine coupling constants. Calculations involving this model predict that the magnetic field effect could alter cryptochrome's activation yield (the amount of time it spends in its active state) by approximately 10% over the range from 0 to 5 G. This is of the same order of magnitude as the magnetic field effects observed by experimentalists in Arabidopsis thaliana. The calculations also predict an angular dependence which matches the observed inclination-only magnetic sense of birds. It was also found that the magnetic field effect is highly sensitive to the hyperfine coupling constants for each nucleus; unfortunately these hyperfine constants are not known for cryptochrome (the values used in the calculation were those for the highly-similar photolyase). Also, computational constraints limited the number of nuclei that could be included in the calcualtion. Future studies should make use of exact hyperfine coupling constants (if they become available) and include all nuclei. Calculations such as this strongly suggest that a radical-pair-based magnetic sense involving cryptochrome is feasible, and this is an important first step in explaining and understanding the magnetic sense of animals.

Magnetic Field Effect in Cryptochrome Back-Reaction

The external magnetic field and the hyperfine interaction affect the interconversion between the singlet and the triplet states of the radical pair in a manner that depends on the orientation in the Earth magnetic field. Once the FAD cofactor is reduced to the FADH state, cryptochrome stops signalling, because the reaction FADH+O2→FADH+O2 is considered irreversible. However, before this reaction occurs, the radical pair may separate, namely, if the O2 radical escapes from cryptochrome's molecular pocket, leaving cryptochrome then still in its signalling state. The escape reaction is governed by the rate constant kb, as depicted in Fig. 5, and can occur equally likely from either the singlet and the triplet state of the radical pair, as depicted in Fig. 5. Thus, cryptochrome remains in its signaling state until another O2 radical arrives, and the FADH radical gets another chance to be reduced. The separation and re-encounter of O2 delay the magnetic field-dependent reaction, shifting it to the millisecond time scale, i.e., the time scale relevant for biological signaling.

Computational studies of the radical pair-based back-reaction in cryptochrome in a weak (i.e., the Earth's) external magnetic field demonstrated that the duration of cryptochrome's FADH+O2→FADH+O2 reaction can be changed significantly (see Solov'yov, Schulten, 2009). Moreover it was shown that the suggested reaction can act as an inclination compass by demonstrating that a field of 0.5 G produces effects that vary significantly during reorientation of cryptochrome.

At a first glance, the involvement of superoxide, O2-, in the magnetic field dependent back-reaction of cryptochrome seems rather controversial. It seems odd that an organism should rely on a toxic substance for a sensory mechanism. However, one should note that superoxide arises naturally in organisms, and is well controlled by superoxide dismutase, which keeps the concentration of superoxide low. This low concentration level, though, is key to the suggested mechanism as the reaction back to the non-signalling state of cryptochrome should be slow, i.e., take about 10 ms, as corroborated by Liedvogel et al. Such slow rate of diffusion-controlled encounter is ensured through the low O2 concentration. At a concentration of [O2]=3 nM, which is tolerable to an organism, the formation of FADH+O2 is estimated to take about 1.1 ms, which is indeed the time needed for the suggested mechanism to function optimally. It should be noted that O2 has been postulated to be involved in other biological signaling processes, as reviewed in Buetler et al.

Acuity of a Cryptochrome and Vision-Based Magnetoreception System in Birds

The studied models of magnetoreception have assumed that the radical pair-forming molecules are rigidly fixed in space, and this assumption has been a major objection to the suggested hypothesis. In (Solov'yov, Mouritsen, Schulten, 2010), we investigated theoretically how much disorder is permitted for the radical pair-forming, protein-based magnetic compass in the eye to remain functional. The study showed that only one rotational degree of freedom of the radical pair-forming protein needs to be partially constrained, while the other two rotational degrees of freedom do not impact the magnetoreceptive properties of the protein. The result implies that any membrane-associated protein is sufficiently restricted in its motion to function as a radical pair-based magnetoreceptor.

Signaling of cryptochromes may work in the eye by interfering with the normal rhodopsin-based visual process or independently from this process. However, our studies (Solov'yov, Mouritsen, Schulten, 2010) showed that for the principle results of the calculations, the exact signaling mechanism is irrelevant. All we assumed is that the currently unknown cryptochrome activation cascade involves amplification steps that result in a similar degree of amplification as known from the rhodopsin signaling cascade (see Fig. 7).

retina_components_0.jpg

Figure 7. Schematic illustration of a bird's eye and its important components. The retina (a) converts images from the eye's optical system into electrical signals sent along the ganglion cells forming the optic nerve to the brain. (b) An enlarged retina segment is shown schematically. (c) The retina consists of several cell layers. The primary signals arising in the rod and cone outer segments are passed to the horizontal, the bipolar, the amacrine, and the ganglion cells. (d) The primary phototransduction signal is generated in the receptor protein rhodopsin shown schematically at a much reduced density. The rhodopsin containing membranes form disks with a thickness of ~20 nm, being ~15–20 nm apart from each other. The putatively magnetic-field-sensitive protein cryptochrome may be localized in a specifically oriented fashion between the disks of the outer segment of the photoreceptor cell, as schematically shown in panel d or the cryptochromes (e) may be attached to the oriented, quasicylindrical membrane of the inner segment of the photoreceptor cell (f).

In mathematical terms, the vision-based compass in birds is characterized through a filter function, which models the magnetic field-mediated visual signal modulation recorded on the bird's retina (see Fig. 8). In (Solov'yov, Mouritsen, Schulten) we studied different factors that can affect the acuity of the filter function, in particular, the possibility of repetitive action of cryptochrome, and how day and night flight regimes may influence the magnetic field-mediated visual pattern on the bird's retina and, thereby, its compass sense.

figure_filerFunction.jpg

Figure 8. Panoramic view at Frankfurt am Main, Germany. The image shows the landscape perspective recorded from a bird flight altitude of 200 m above ground with the cardinal directions indicated. The visual field is modified through the magnetic filter function; the patterns are shown for a bird looking at eight cardinal directions (N, NE, E, SE, S, SW, W, and NW). The geomagnetic field inclination angle is 66o, being a characteristic value for the region.

Recent Publications

Computational reconstruction reveals a candidate magnetic biocompass to be likely irrelevant for magnetoreception, Ida Friis, Emil Sjulstok, Ilia A. Solov'yov, Scientific Reports, 7, 13908, (2017)
Multiscale description of avian migration: from chemical compass to behaviour modeling, J. Boiden Pedersen, Claus Nielsen, Ilia A. Solov'yov, Scientific Reports, 6, 36709, (2016)
Quantifying electron transfer reactions in biological systems: what interactions play the major role?, Emil Sjulstok, Jogvan Magnus Haugaard Olsen, Ilia A. Solov'yov, Scientific Reports, 5, 18446, (2015)
Solvent driving force ensures fast formation of a persistent and well-separated radical pair in plant cryptochrome, Gesa Lüdemann, Ilia A. Solov'yov, Tomás Kubar, Marcus Elstner, Journal of the American Chemical Society, 137, 1147-1156, (2015)
Separation of photo-induced radical pair in cryptochrome to a functionally critical distance, Ilia A. Solov'yov, Tatiana Domratcheva, Klaus Schulten, Scientific Reports, 4, 3845, (2014)