Supplementary Information Supplementary Table 1. Quantitative features of EC neuron dendrites

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Supplementary Information Supplementary Table 1. Quantitative features of EC neuron dendrites Supplementary Table 2. Quantitative features of EC neuron axons 1

Supplementary Figure 1. Layer distribution of dendrites, axon collaterals and boutons. A. Inter-bouton intervals, estimated number of boutons and axon collateral lengths in different layers. For EC2 and EC3 neurons, the figures reflect the mean of the labeled neurons. B. Top, layer distribution of dendritic lengths of EC2, EC3 and EC5 neurons. Bottom, layer distribution of the axonal lengths. The color scale reflects bouton density (per 100 µm). 2

Supplementary Figure 2. Theta oscillations vs depth profiles. Each panel is from a different rat, using a single-shank 32-site (50 µm vertical site separation) probe. Black traces, averaged theta waves at each recording position. Color maps, current sources (red) and sinks (blue). Note similar LFP and CSD distributions in the superficial layers across animals and some variability in deeper layers. These CSD profiles may be different in the drug-free waking animal. Urethane or the combination of urethane and ketamine (Klausberger et al., 2003) has long been used as a preferred anesthetic to study various aspects of hippocampal functions (Bland 1986), despite the well-know effects of anesthetics on the frequency and amplitude of hippocampal theta oscillations, sensitivity to cholinergic antagonists (Kramis et al., 1975; Kamondi et al., 1998) and altered theta phase-relationship of hippocampal neurons (Buzsáki et al., 1983; Fox et al., 1986; Bland 1986). Theta-related firing patterns of EC neurons was also different from that observed in the behaving animal. EC2 principal neurons showed a more robust theta phasemodulation and stronger population phase-locking to theta waves under anesthesia (shown in this paper and in Stewart et al., 1992) than reported in the exploring rat (Chrobak and Buzsáki, 1998; Hafting et al., 2008; Mizuseki et al., 2009). In the waking animal, EC2 grid cells show phase precession of their spikes, resulting in a more broader phase distribution of spiking activity (Hafting et al., 2008; Mizuseki et al., 2009). On the other hand, EC3 principal cells in the waking animal fire preferentially at the peak of local theta, form a relatively tight phase-locked group, independent of the firing patterns (Mizuseki et al., 2009), whereas under anesthesia individual EC3 principal neurons showed preference to a wide range of phases and limited theta phase-modulation (as shown in Figs. 6 and 9). This latter finding may explain why theta power is most prominently decreased in the CA1 str. lacunosum-moleculare and why the gradual phase shift from str. oriens to str. lacunosum-moleculare (Winson 1974; Buzsáki et al., 1983; 1986; Brankack et al., 1993) is replaced by a single dipole across the CA1 pyramidal layer (Penttonen et al., 1998; Kamondi et al., 1998) under anesthesia and after surgical removal of the EC. Anesthesia can have a profound effect on gamma oscillations as well. EC basket cells are highly sensitive to NMDAr-mediated excitation (Jones and Buhl, 1993) and ketamine reduces the frequency of kainate-induced gamma oscillations in EC slices. This slower gamma oscillation is less dependent on EC2 basket cell feedback inhibition but is believed to be mediated by EC3 goblet interneurons (Middleton et al., 2008). In line with the in vitro observations, the dominant frequency of gamma in our experiments was lower than that observed in the behaving rat (Chobak and Buzsaki, 1998; Colgin et al., 2009). 3

4

Supplementary Figure 3. Spike dynamics of intracellularly recorded spikes. Autocorrelograms spikes of intracellularly recorded principal neurons. Neurons in different layers are color-coded. Only spikes during LFP theta epochs are included. Note large variability of spiking patterns even for neurons in the same layer. 5

Supplementary Figure 4. Gamma phase modulation of EC neurons. Same layout as in Figure 10 but here reference gamma is recorded from EC3. A, Color-coded discharge probability of physiologically identified, extracellularly recorded EC2 (n=54), EC3 (n=43) and EC5 (n=40) principal cells as a function of EC3 gamma phase (white line). Each row is a single neuron, normalized to its peak firing rate (red=1). Neurons are sorted according to firing rate (left axis). B, Population discharge probability of the EC principal neuron groups shown in A. C, Polar plots of preferred phase and gamma modulation depth of single neurons (symbols) and group mean (black arrows). D, E, F. Same display as A to C for physiologically identified EC2 (n=56), EC3 (n=73) and EC5 (n=49) interneurons. 6

References for Supplementary Information Figures: Bland BH. The physiology and pharmacology of hippocampal formation theta rhythms. Prog Neurobiol. 1986; 26(1):1-54 Brankack J, Stewart M and Fox SE. Current source density analysis of the hippocampal theta rhythm: associated sustained potentials and candidate synaptic generators. Brain Res 1993; 615: 2: 310-327. Buzsáki, G. and Eidelberg, E. Phase relations of hippocampal projection cells and interneurons to theta activity in the urethane anesthetized rat. Brain Research 1983; 266: 334-338. Chrobak JJ and Buzsáki G. Gamma oscillations in the entorhinal cortex of the freely behaving rat. J Neurosci 1998; 8: 388-398. Colgin LL, Denninger T, Fyhn M, Hafting T, Bonnevie T, Jensen O, Moser MB, Moser EI. Frequency of gamma oscillations routes flow of information in the hippocampus. Nature. 2009; 462:353-7. Fox SE, Wolfson S, Ranck JB Jr. Hippocampal theta rhythm and the firing of neurons in walking and urethane anesthetized rats. Exp Brain Res. 1986; 62(3):495-508. Hafting T, Fyhn M, Bonnevie T, Moser MB, Moser EI. Hippocampus-independent phase precession in entorhinal grid cells. Nature. 2008; 453(7199):1248-52. Jones RS and Buhl E (1993) Basket-like interneurons in layer II of the entorhinal cortex exhibit a powerful NMDA-mediated synaptic excitation. Neurosci Lett 149: 35-39. Kamondi A, Acsady L, Wang XJ and Buzsáki G. Theta oscillations in somata and dendrites of hippocampal pyramidal cells in vivo: activity-dependent phase-precession of action potentials. Hippocampus 1998; 3: 244-261 Klausberger T, Magill PJ, Márton LF, Roberts JD, Cobden PM, Buzsáki G, Somogyi P. 7

Brain-state- and cell-type-specific firing of hippocampal interneurons in vivo. Nature. 2003; 421(6925):844-8 Kramis R, Vanderwolf CH, Bland BH. Two types of hippocampal rhythmical slow activity in both the rabbit and the rat: relations to behavior and effects of atropine, diethyl ether, urethane, and pentobarbital. Exp Neurol. 1975; 49(1 Pt 1):58-85. Middleton S, Jalics J, Kispersky T, Lebeau FE, Roopun AK, Kopell NJ, Whittington MA, Cunningham MO (2008) NMDA receptor-dependent switching between different gamma rhythm-generating microcircuits in entorhinal cortex. PNAS 105(47):18572-7. Mizuseki K, Sirota A, Pastalkova E, Buzsáki G. Theta oscillations provide temporal windows for local circuit computation in the entorhinal-hippocampal loop. Neuron. 2009; 64(2):267-80. Penttonen M, Kamondi A, Acsády L, Buzsáki G. Gamma frequency oscillation in the hippocampus of the rat: intracellular analysis in vivo. Eur J Neurosci. 1998; 10(2):718-28. Stewart M, Quirk GJ, Barry M, Fox SE. Firing relations of medial entorhinal neurons to the hippocampal theta rhythm in urethane anesthetized and walking rats. Exp Brain Res. 1992; 90(1):21-8. Winson J, Patterns of hippocampal theta in the freely moving rat. Electroencephalogr. Clin. Neurophysiol. 1974; 36:291 301 8