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Neuroscience 136 (2005) 907–925 THE INFERIOR COLLICULUS OF THE RAT: QUANTITATIVE IMMUNOCYTOCHEMICAL STUDY OF GABA AND GLYCINE M. MERCHÁN,a,b L. A. AGUILAR,a,b1 E. A. LOPEZ-POVEDAb AND M. S. MALMIERCAa,b* Key words: amino acids, auditory pathway, inhibitory neurotransmitters, axosomatic endings, inferior colliculus, optical densitometry. a Laboratory for the Neurobiology of Hearing, Department of Cell Biology and Pathology, Faculty of Medicine, University of Salamanca, Salamanca, Spain Most ascending auditory tracts converge on the inferior colliculus (IC), which is a major relay en route to the medial geniculate body (MGB; Malmierca et al., 2002; Malmierca and Merchán, 2004). Afferent projections to the IC are both excitatory and inhibitory (Oliver, 1984a, 1987; Shneiderman and Henkel, 1987; Saint Marie et al., 1989; Saint Marie and Baker, 1990; Li and Kelly, 1992; Riquelme et al., 2001). Likewise, projections from the IC to the MGB are also excitatory and inhibitory (Winer et al., 1996; Peruzzi et al., 1997; Bartlett et al., 2000). Fast excitatory neurotransmission in the auditory system is mainly mediated by the action of an excitatory amino acid such as glutamate on AMPA receptors (Lerma et al., 2001; Zhang and Kelly, 2001, 2003), whereas inhibition depends largely on two neurotransmitters: GABA and glycine (Gly). The functional roles played by GABA and Gly have been reported in studies of the physiology (Rose et al., 1963; Nelson and Erulkar, 1963; Kuwada et al., 1997; Rees et al., 1997) and pharmacology (Faingold et al., 1989, 1991; Roberts and Ribak, 1987; Oliver et al., 1994; LeBeau et al., 1995, 1996, 2001; Zhang and Kelly, 2001, 2003; Malmierca et al., 2003) of IC neurons. By contrast, anatomical studies on the distribution of GABA and Gly in the IC are scarce. A number of them have focused on the distribution of GABA, Gly and glutamate receptors (Sanes et al., 1987; Glendenning and Baker, 1988; Suneja et al., 1998; Marianowski et al., 2000; LeBeau et al., 1995, 1996, 2001; Shiraishi et al., 2001; Zhang and Kelly, 2001, 2003; Ma et al., 2002; reviewed in Malmierca, 2003), but few have investigated the distribution of inhibitory neurons and their inputs in the IC (Roberts and Ribak, 1987; Oliver et al., 1994; Winer et al., 1995). Of these, the most detailed study is that of Oliver et al. (1994) in the cat, which showed that up to 20% of the neurons are GABAergic and GABA immunoreactive (GABA-IR) neurons differ from GABA immunonegative neurons in their soma size, orientation, and axosomatic endings. Studies of gerbil (Roberts et al., 1985), guinea-pig (Thompson et al., 1985) and bat (Winer et al., 1995) also described GABAergic cells in the IC, but only a few brief reports are available for rat (Vetter and Mugnaini, 1984, 1985; Roberts and Ribak, 1987). The main goal of this study is to determine the morphological types of GABAergic and non-GABAergic neurons as well as their axosomatic GABAergic and glycinergic inputs. Quantitative anatomical data are needed to b Institute for Neuroscience of Castilla y León, University of Salamanca, Salamanca, Spain Abstract—Both GABA and glycine (Gly) containing neurons send inhibitory projections to the inferior colliculus (IC), whereas inhibitory neurons within the IC are primarily GABAergic. To date, however, a quantitative description of the topographic distribution of GABAergic neurons in the rat’s IC and their GABAergic or glycinergic inputs is lacking. Accordingly, here we present detailed maps of GABAergic and glycinergic neurons and terminals in the rat’s IC. Semithin serial sections of the IC were obtained and stained for GABA and Gly. Images of the tissue were digitized and used for a quantitative densitometric analysis of GABA immunostaining. The optical density, perimeter, and number of GABA- and Gly immunoreactive boutons apposed to the somata were measured. Data analysis included comparisons across IC subdivisions and across frequency regions within the central nucleus of the IC. The results show that: 1) 25% of the IC neurons are GABAergic; 2) there are more GABAergic neurons in the central nucleus of the IC than previously estimated; 3) GABAergic neurons are larger than non-GABAergic; 4) GABAergic neurons receive less GABA and glycine puncta than non-GABAergic; 5) differences across frequency regions are minor, except that the non-GABAergic neurons from high frequency regions are larger than their counterparts in low frequency regions; 6) differences within the laminae are greater along the dorsomedial–ventrolateral axis than along the rostrocaudal axis; 7) GABA and non-GABAergic neurons receive different numbers of puncta in different IC subdivisions; and 8) GABAergic puncta are both apposed to the somata and in the neuropil, glycinergic puncta are mostly confined to the neuropil. © 2005 Published by Elsevier Ltd on behalf of IBRO. 1 Present address: University Cayetano Heredia, Division of Neuroscience and Behavior, Lima, Peru. *Correspondence to: M. S. Malmierca, Laboratory for the Neurobiology of Hearing, Department of Cell Biology and Pathology, Faculty of Medicine, University of Salamanca, and Institute for Neuroscience of Castilla y León, Campus Miguel de Unamuno, s/n, 37007 Salamanca, Spain. Tel: ⫹34-923-294500x1861; fax: ⫹34-923-294549. E-mail address: [email protected] (M. S. Malmierca). Abbreviations: CNIC, central nucleus of the inferior colliculus; DCIC, dorsal cortex of the inferior colliculus; DNLL, dorsal nucleus of the lateral lemniscus; F, flat neuron; GABA-IN, immunonegative neurons for GABA; GABA-IR, immunopositive neurons for GABA; Gly, glycine; Gly-IR, immunopositive neurons for glycine; GP, glutaraldehyde/ paraformaldehyde; IC, inferior colliculus; LCIC, lateral part of the external cortex; LF, less-flat neuron; LSO, lateral superior olive; MGB, medial geniculate body; NSS, normal swine serum; OD, optical densitometry; PB, sodium phosphate buffer; TPBS, Tris-phosphatebuffered saline; VCLL, ventral complex of the lateral lemniscus. 0306-4522/05$30.00⫹0.00 © 2005 Published by Elsevier Ltd on behalf of IBRO. doi:10.1016/j.neuroscience.2004.12.030 907 908 M. Merchán et al. / Neuroscience 136 (2005) 907–925 Fig. 1. Photomicrograph of case R-283 showing the immunostaining for GABA in a panoramic view of the IC seen in a transverse semithin section (0.5 m thick) at the “rostral” level indicated in the inset. Inset in the bottom left part of the panel illustrates a schematic drawing of the IC in the sagittal plane with the location of the rostral and caudal transverse sections used for the quantitative analysis. Large arrows indicate GABA-IR fibers from the lateral lemniscus; small arrowheads points to a large GABA-IR cell and a cluster of small GABA-IN neurons. Arrow with open arrowheads indicate GABA-IR and GABA-IN fibers through the commissure of the IC, and arrowheads show GABA-IR and GABA-IN fibers through the brachium of the IC. D, dorsal; L, lateral, SC, superior colliculus. Scale bar⫽500 m. understand the functional role of inhibition in the rat’s IC and to provide a comparative basis for studies concerned with pathologies of GABA- and Gly-mediated inhibitory transmission such as age-related hearing loss, tinnitus or audiogenic seizures (Caspary et al., 1999; Bauer et al., 2000; Faingold, 1999, 2002; Suneja et al., 1998). To achieve these specific goals, we have performed an optical densitometry (OD) analysis of IC neurons after postem- bedding immunocytochemistry for GABA and Gly, and compared the results within and across IC subdivisions. EXPERIMENTAL PROCEDURES Immunocytochemistry for GABA and Gly Six adult Wistar rats of either sex (B.W., 250 –300 g) were anesthetized with sodium pentobarbital (60 mg/kg, i.p.) and perfused tran- M. Merchán et al. / Neuroscience 136 (2005) 907–925 909 Fig. 2. Images of neurons in the CNIC immunostained alternately for GABA (left) and Gly (right). Each neuron is shown in two micrographs, taken from a pair of adjacent semithin sections stained respectively for GABA (left panel, A–C) and Gly (right panel, D–F). Areas highlighted in frames (A, D) are shown at higher magnification in B, C and E, F, respectively. Neurons with strong immunostaining for GABA (A) and with weak immunosignal for Gly (D) and with numerous GABA-positive (B, C) and few Gly-positive perisomatic puncta (E, F). Arrowheads in A indicate a row of four to five neurons that are GABA-IN. Note that there are GABA-IN and immunonegative neurons for Gly fibers (e.g. arrows in D). Scale bars⫽50 m in A and D; B, C, E and F⫽10 m. scardially with a cold (6 °C) wash solution (40 ml) composed of 2% dextran (MW 70,000) in 0.1 M sodium phosphate buffer, pH 7.4 (PB), followed by 750 ml of a fixative containing 1% paraformaldehyde and 2.5% glutaraldehyde in the same buffer at room temperature. The specimens were kept at 4 °C overnight, and the next day the brains were removed. The brainstems were cut into 200 – 400-m-thick slices in the transverse plane on a Vibratome. Slices containing the IC were rinsed in PB, postfixed with osmium tetroxide (0.5% in PB) for 45 min, dehydrated in ascending ethanols to propylene oxide, and embedded in epoxy resin (Durcupan ACM; Fluka, Milwaukee, WI, USA). Three consecutive 0.5-m-thick sections of each slice (cut on an ultramicrotome) were mounted on different gelatinized slides. The first two sections were immunocytochemically stained for GABA and Gly, respectively, and the third section was stained with Toluidine 910 M. Merchán et al. / Neuroscience 136 (2005) 907–925 Normalized density A R283: All neurons 2 2 1 1 0 0 -1 -1 -2 -2 -3 -3 Inferior colliculus (N=932) Granule cells (N=35) Golgi neurons (N=35) Purkinje neurons (N=36) Blood vessels (N=16) -4 -5 0 200 400 Threshold -4 -5 600 800 0 1000 Normalized density R1119: All neurons 3 2 1 1 0 0 -1 -1 -2 -2 Inferior colliculus (N=330) Granule cells (N=32) Golgi neurons (N=19) Purkinje neurons (N=20) Blood vessels (N=25) -4 0 100 200 60 80 100 3 2 -3 40 Number of neurons Neuron ID number B 20 Threshold -3 -4 300 Neuron ID number 400 0 10 20 30 40 Number of neurons Fig. 3. Scatter plots showing the distribution of the gray values (normalized density) obtained for all IC neurons in cases R-283 (A) and R-1119 (B; open circles) used in the densitometric analysis together with the control neurons (granule-, Golgi-, and Purkinje cells from the cerebellum and blood vessels). Horizontal stipple line shows the threshold calculated as the mean plus two times the S.D. of the optical density of the granule cells. The vertically oriented histogram shows a bimodal distribution of the same values seen in the scatter plot for the IC neurons. Note that the valley that separates the two peaks in the histograms approximates the threshold of OD that separates GABA-IR from GABA-IN neurons. M. Merchán et al. / Neuroscience 136 (2005) 907–925 Table 1. Summary of the two cases (all neurons)a R283 IC TOTAL GABA-IR GABA-IN 932 240 25.8% 138 33.3% 34 24.3% 58 18.0% 692 74.2% 277 66.7% 106 75.7% 264 82.0% 80 24.2% 47 25.4% 13 21.7% 20 23.5% 250 75.8% 138 74.6% 47 78.3% 65 76.5% CNIC 415 DCIC 140 LCIC 322 R1119 IC 330 CNIC 185 DCIC 60 LCIC 85 a Indicated are the absolute number (and the percentage, %) of neurons. Blue. To assess the selectivity of the immunoreaction, a 0.5-msection of a multi-layered resin-embedded “sandwich” of amino acid– glutaraldehyde–paraformaldehyde–rat brain protein conjugates (Ottersen, 1987) was also mounted on each slide to be immunostained. In addition, a 0.5-m section of the cerebellar cortex (referred to below as control nucleus) from the same animal was mounted on each slide to compare IC tissue with structures of known GABA immunostaining patterns (Ottersen and Storm-Mathisen, 1984; Somogyi et al., 1986; Ottersen, 1987; Wenthold et al., 1987; Saint Marie et al., 1989; Ottersen et al., 1995; Spirou and Berrebi, 1997). Postembedding immunocytochemistry followed the modification of Ottersen (1987) from the method of Somogyi et al. (1984). The sections were etched in sodium ethanolate and then immersed in 1% sodium metaperiodate. They were subsequently preincubated in 20% normal swine serum (NSS) in Tris-phosphate-buffered saline, pH 7.6 (TPBS), for 20 min. Sections were then incubated (overnight, at 4 °C) in the rabbit primary antiserum in TPBS containing 1% NSS, followed by 40 min in sheep anti-rabbit IgG and 1 h in rabbit peroxidase–antiperoxidase complex and, finally, diaminobenzidine/H2O2. Sections were thoroughly rinsed between steps. The primary antisera used were GABA antiserum 990 and Gly antiserum 290 (e.g. Kolston et al., 1992; Moore et al., 1996; Riquelme et al., 2001). Prior to use, these antisera were preincubated for 18 –24 h with glutaraldehyde/paraformaldehyde (GP) conjugates of possible cross-reacting amino acids. The final working solutions for the antibodies were as follows: anti-GABA 1:200 with 300 M -alanine-GP and 300 M Gly-GP; and anti-Gly 1:600 with 400 M -alanine-GP, 200 M GABA-GP, and 100 M Glu-GP. Negative controls comprised omission of the primary antiserum or adsorption of the primary antiserum with the antigen conjugate, carried out by adding 300 M of GABA-GP to the anti-GABA working solution and 400 M of Gly-GP to the anti-Gly working solution. A positive control was provided by the “sandwich” sections described above. Adsorption resulted in the complete suppression of immunostaining in the tissue and “sandwich” sections. Densitometry analysis Image processing techniques were employed to perform an OD analysis on the immunostained tissue from two animals (R-283 and R-1119). Eight-bit digital images of the IC were obtained by 911 means of a Leica optical microscope equipped with a black-andwhite video camera (Cohu CCD Mod. 4912–5000). Pixel values of 0 and 255 correspond to white and black colors, respectively. The camera was connected to a Macintosh computer via a video digitizing card (Scion Corporation). Images were digitized and analyzed using Scion NIH Image software. In an attempt to preserve identical illumination conditions for different image capturing sessions, the settings of all components were kept unchanged and the intensity of the microscope lamp was always set at saturation. As a further control, the microscope illumination was adjusted (if necessary) using neutral density filters so that similar gray level distributions (mean and standard deviation) were obtained at the beginning of each session for the digital image of an empty slide. Camera lucida drawings of the IC outline were made using a dry 40⫻ objective (PL Fluotar, N.A.: 0.70). For each slice, rectangular digital images were obtained for portions of the IC (hereafter referred to as “fields”) viewed with the 40⫻ objective. For animal R-283, images for nearly-adjacent fields were obtained sequentially until the whole IC was covered; for case R-1119 fields were more sparse but still evenly distributed over the IC slice. Each field was numbered and assigned approximate (x, y) coordinates according to a calibrated Cartesian space with an arbitrary origin. For each field, the mean gray level (MF) and the standard deviation of gray values (S.D.F) were measured. From each field (768⫻512 pixels), five to seven neurons among those that showed a nucleus were selected at random by the experimenter. Typically, this number amounted to 70 – 80% of the total number of neurons that met our criterion in any given field. This allowed obtaining a random sample of neurons distributed over the IC slice. Neuronal somata were outlined manually on the digital image and tagged uniquely. The initial dendritic segment was ignored for analysis whenever it was stained (which happened very rarely due to the section thickness; cf. Fig. 2). Nevertheless, the initial part of the dendritic segments was never longer than 2–3 m and negligible compared with the length of a whole dendritic arbor in rat (range: 490 –1812 m long; Table 3 in Malmierca et al., 1993). All neurons in a given field were assigned the same (x, y) coordinates of its corresponding field. These coordinates allowed producing gray-coded maps like those shown in Figs. 9 and 10 using DeltaGraph. For each selected neuron, the mean cytoplasmic gray level (MN), the standard deviation (S.D.N), and the perimeter of the soma were measured using image processing techniques. The number of GABA and Gly immunoreactive (Gly-IR) puncta for the neuron were also counted. The counts were performed by viewing the neuron with 100⫻ oil immersion objective. GABA and Gly puncta for the same neuron were counted on adjacent IC slices processed separately for reactivity against antibodies to GABA or Gly. Puncta counts given below are expressed as per 100 m of perimeter. The neuron’s mean gray level (a value between 0 and 255) was used as a measure of the neuron’s immunoreactivity to GABA. The neuron’s gray level reflects the neuron’s true optical density, but may also depend on the illumination conditions. Despite the precautions taken (see above), illumination conditions may have varied slightly across sections. To minimize the risk of influencing the results by fluctuations in illumination, normalized gray levels (ZN) were used instead of direct gray level measures. The normalized gray level for each neuron was obtained by subtracting the field’s mean gray level from the neuron’s mean gray level, and dividing the result by the field’s standard deviation; in mathematical terms: ZN⫽(MN⫺MF)/S.D.F (Riquelme et al., 2001). Therefore, positive/negative normalized gray values indicate that the neuron is darker/lighter, respectively, than its corresponding field. 912 M. Merchán et al. / Neuroscience 136 (2005) 907–925 Table 2. Summary of immunoreactivity of IC neurons (case: R283)a Whole IC sample (N⫽932) (*) Normalized OD (*) Perimeter (*) GABA punctae Glycine punctae CNIC sample (N⫽415) (*) Normalized OD (*) Perimeter (*) GABA punctae Glycine punctae Low freq sample (CNIC: N⫽115) (*) Normalized OD Perimeter (*) GABA punctae Glycine punctae Middle freq sample (CNIC; N⫽133) (*) Normalized OD (*) Perimeter (*) GABA punctae Glycine punctae High freq sample (CNIC; N⫽129) (*) Normalized OD (*) Perimeter (*) GABA punctae Glycine punctae DCIC sample (N⫽140) (*) Normalized OD Perimeter (*) GABA punctae Glycine punctae LCIC sample (N⫽322) (*) Normalized OD Perimeter GABA punctae Glycine punctae a GABA-IR Mean⫾SD (Range) GABA-IN Mean⫾SD (Range) 240 ⫺0.18⫾0.32 (⫺0.76, 0.61) 55.06⫾15.25 (26.21, 121.87) 13.87⫾5.25 (3.64, 35.38) 1.85⫾3.00 (0.00, 18.78) 138 ⫺0.11⫾0.31 (⫺0.76, 0.59) 57.06⫾14.33 (29.42, 102.64) 12.47⫾4.49 (3.90, 31.18) 2.23⫾3.18 (0.00, 18.78) 37 ⫺0.08⫾0.31 ⫺0.65, 0.58) 54.80⫾13.96 (31.95, 86.03) 12.62⫾5.17 (4.32, 29.20) 2.10⫾4.01 (0.00, 18.78) 53 ⫺0.09⫾0.31 (⫺0.75, 0.59) 58.46⫾14.03 (29.42, 97.19) 12.39⫾4.44 (6.16, 31.18) 2.81⫾3.16 (0.00, 12.29) 37 ⫺0.17⫾0.31 (⫺0.75, 0.59) 57.57⫾15.47 (32.61, 102.64) 12.52⫾3.56 (3.90, 21.46) 1.78⫾2.44 (0.00, 8.35) 34 ⫺0.26⫾0.32 (⫺0.75, 0.58) 49.58⫾10.43 (26.21, 78.71) 13.02⫾4.62 (3.64, 22.89) 0.82⫾1.68 (0.00, 7.10) 58 ⫺0.30⫾0.28 (⫺0.75, 0.34) 54.07⫾18.91 (30.13, 121.87) 17.49⫾5.53 (8.20, 35.38) 1.79⫾3.21 (0.00, 12.19) 692 ⫺1.60⫾0.44 (⫺3.18, ⫺0.77) 49.04⫾11.20 (19.24, 98.98) 17.75⫾5.10 (4.42, 39.54) 1.74⫾3.11 (0.00, 21.91) 277 ⫺1.55⫾0.38 (⫺2.85, ⫺0.77) 49.27⫾10.41 (27.58, 93.91) 16.90⫾4.48 (6.88, 30.07) 1.93⫾3.35 (0.00, 21.91) 78 ⫺1.58⫾0.41 (⫺2.85, ⫺0.81) 50.50⫾10.85 (27.87, 74.51) 16.92⫾4.23 (8.50, 28.71) 1.22⫾2.65 (0.00, 14.87) 88 ⫺1.47⫾0.33 (⫺2.15, ⫺0.77) 50.42⫾10.92 (30.03, 93.91) 16.41⫾4.38 (8.47, 29.61) 2.34⫾3.36 (0.00, 16.65) 92 ⫺1.62⫾0.38 (⫺2.61, ⫺0.81) 47.45⫾8.92 (27.58, 77.24) 16.87⫾4.69 (6.88, 30.07) 2.28⫾3.96 (0.00, 21.91) 106 ⫺1.55⫾0.47 (⫺3.17, ⫺0.82) 44.35⫾10.14 (22.98, 88.21) 18.39⫾5.01 (4.79, 30.44) 0.91⫾2.27 (0.00, 13.11) 264 ⫺1.54⫾0.47 (⫺3.18, ⫺0.77) 50.25⫾11.96 (19.24, 98.98) 18.45⫾5.53 (4.67, 39.54) 1.83⫾3.11 (0.00, 15.41) Asterisks denote statistically significant differences between GABA-IR and GABA-IN neurons. GABA controls Sections of the cerebellum were obtained for the same animals and were processed using identical immunocytochemical and OD methods as for the IC sections. The granule cells of the cerebellum were regarded as a GABA immunonegative control. The optical density threshold for GABA immunoreactivity was defined as the mean plus two standard deviations (95% confidence interval) of the normalized gray values for the granule cells (see open triangles in Fig. 3 and below). Statistical analyses When required (v.i.), two-tailed Student’s t-tests were employed to compare the mean values of the variables under study. Statistical significance was set at P⬍0.01. All experimental animals used in this study were handled and cared for according to the NIH Guidelines and the Society for Neuroscience Policy on the Use of Animals in Neuroscience Research under the supervision of the Institutional Animal Care and Use Committee. All procedures were vetted and approved by The University of Salamanca Animal Care Committee. In accordance with these guidelines, efforts were made to minimize the numbers of animals used and the suffering experienced by those animals. RESULTS Standard microscopic analysis of GABA and Gly immunoreactivity in the IC Visual inspection of the immunostained tissue under the light microscope revealed that all parts of the IC show (1) dense punctate immunostaining of the neuropil to both GABA (Figs. 1 and 2) and Gly (Fig. 2), (2) some IC neurons are GABA-IR, and (3) no IC neurons are Gly-IR. GABA-IR neurons show a variable degree of immunostaining regardless of their topographical location. They are found in all subdivisions of the IC in slightly different proportions, and have cell bodies of variable sizes and shapes (e.g. multipolar, triangular, round and fusiform; Figs. 1 and 2). Neurons immunonegative for GABA (GABA-IN) have somata that appear to be smaller than those of GABA-IR cells, but show the same variability as their GABA-IR counterparts with regard to their shape (Figs. 1 and 2). GABA-IN neurons tend to form rows or groups of three to M. Merchán et al. / Neuroscience 136 (2005) 907–925 913 Fig. 4. Histograms showing the distribution of optical density, perimeter, number of GABA puncta/100 m perimeter and number of Gly puncta/ 100 m perimeter in all neurons (GABA-IR, thick line; GABA-IN, thin line) of the IC (top row), and separately in the CNIC, DCIC and LCIC for cases R-283 (N⫽932) and R-1119 (N⫽330), respectively. 914 M. Merchán et al. / Neuroscience 136 (2005) 907–925 Perimeter (micra) 80 Gly-IR neuropil puncta are diverse in size, shape and their targets (Fig. 2). They are likely to represent cross-sections of small dendrites and axons or terminal boutons. These puncta were excluded from the subsequent quantitative analysis, which pertains only to perisomatic puncta. Whole IC sample [*] 60 Quantitative densitometric analysis of GABA and Gly immunoreactivity in the IC 40 20 0 GABA-IR GABA-IN GABA punctae (/100 micra) 30 [*] 20 10 0 Glycine punctae (/100 micra) GABA-IR GABA-IN 10 R283 R1119 8 The OD, the perimeter, and the number of perisomatic GABA-IR and Gly-IR puncta were measured for a total of 1262 IC neurons from two cases (R-283 and R-1119; Tables 1 and 2; Figs. 3– 8). These neurons were selected from transverse sections as illustrated in the inset of Fig. 1. Numerical data were virtually identical for the two cases (Figs. 3– 8; Table 1). Statistical tests were run to compare the proportions of GABA-IR and GABA-IN neurons in the two cases (Table 1) and to compare the mean values for all variables measured, for all IC subdivisions and frequency regions (Figs. 4 – 8). No significant differences were found. On these grounds, and for the sake of conciseness, the numerical data discussed in the text below corresponds to case R-283 (the one for which more neurons were measured; Table 2). Nevertheless, Figs. 3– 8 illustrate results for both cases. In the following sections, we will describe the data for the IC as a whole; then we will focus on the central nucleus of the inferior colliculus (CNIC); and last, we shall compare the data for CNIC with that of the dorsal cortex (DCIC) and the lateral part of the external cortex, hereafter referred to as the lateral cortex (LCIC; Malmierca, 1991, 2003). Data are summarized in Tables 1 and 2 and illustrated in Figs. 3– 8). 6 Densitometric analysis of the IC as a whole 4 Fig. 3 illustrates the normalized OD values for all 1262 IC neurons (circles) in the two analyzed cases (A, R-283; B, R-1119). The OD values for Golgi cells (known to be GABA-IR; filled squares), Purkinje cells (known to be GABA-IR; filled triangles) and granule cells (known to be GABA-IN; open triangles) from the cerebellum are also shown for comparison. In addition, OD values for crosssectioned blood vessels (crosses) are included to act as indicators of background illumination. The dashed horizontal line indicates the numerical OD threshold that permits classifying the neurons as GABA-IR or GABA-IN (see Experimental Procedures). The vertically oriented histograms in Fig. 3 show that the OD follows a bimodal distribution with a valley that matches approximately the numerical threshold used to separate the two distinct populations. The group of GABA-IR neurons comprises 25% of all IC neurons (Table 1). Means and ranges for the perimeter and the number of perisomatic GABA-IR and Gly-IR puncta for GABA-IR and GABA-IN neurons are shown in Table 2. GABA-IR cells have a mean perimeter of 55.06 m with 13.87 perisomatic GABA-IR puncta/100 m and 1.85 perisomatic Gly-IR puncta/100 m. The GABA-IN cells have a mean perimeter of 49.04 m with 17.75 perisomatic GABAergic puncta/ 100 m and 1.74 perisomatic Gly-IR puncta/100 m (Table 2). These data show that, on average, GABAergic IC neurons are significantly larger and contain fewer peri- 2 0 GABA-IR GABA-IN Neuron type Fig. 5. Mean values and SDs for the perimeter, number of GABA puncta/100 m perimeter and number of Gly puncta/100 m perimeter for GABA-IR and GABA-IN in the whole IC. Asterisks indicate statistically significant differences. seven cells that are oriented parallel to the axonal fascicles of the fibrodendritic laminae (Fig. 2). Many of these fascicles contain GABA-IR and/or Gly-IR fibers. Their preterminal trunks could be easily traced down to the lateral lemniscus (Fig. 1). Both GABA-IR and GABA-IN, but no Gly-IR, fibers could be traced to the commissure of the IC and the laterally placed brachium of the IC (Fig. 1). Examination of perisomatic puncta (which presumably correspond to axosomatic synapses) also reveals that GABA-IR puncta are more noticeable than Gly-IR puncta; however, the two are equally abundant in the adjacent neuropil, with the exception of the dorsal region of the IC where Gly-IR puncta are less numerous. GABA-IR and M. Merchán et al. / Neuroscience 136 (2005) 907–925 915 GABA-IR 60 40 20 Glycine puncta (/100 micra) GABA puncta (/100 micra) Perimeter (micra) 10 25 80 20 15 10 5 LF LF HF R1119 6 4 2 0 0 0 R283 8 LF HF HF GABA-IN 60 40 20 Glycine puncta (/100 micra) GABA puncta (/100 micra) Perimeter (micra) 10 25 80 20 15 10 5 LF HF 6 4 2 0 0 0 [*] 8 LF HF LF HF Frequency region Fig. 6. Mean values and SDs for the perimeter, number of GABA puncta/100 m and number of Gly puncta/100 m for GABA-IR and GABA-IN in the low- (LF) vs the high-frequency (HF) regions of the CNIC. Asterisks indicate statistically significant differences. somatic GABA puncta (per 100 m of perimeter) than non-GABAergic neurons (Table 2; Fig. 5). In the subsequent sections we will analyze the numerical data for the CNIC, DCIC and LCIC, separately (Table 2; Figs. 4, 6 – 8). For this analysis, 55 neurons of the original sample of 932 IC neurons (Case R-283) were excluded because they were located on the CNIC borders and could not be classified as part of any one subdivision with certainty. Accordingly, only 877 neurons were studied. Of these, 415 were from the CNIC, 140 from the DCIC, and 322 from the LCIC (Table 2). Densitometric analysis of CNIC neurons For the analysis, CNIC neurons were either pooled, irrespective of their location within the CNIC, or examined in groups established according their presumed frequency representation (low vs. high) within the CNIC (v.i.) as determined by separate electrophysiological studies of isofrequency laminae in the IC (e.g. Kelly et al., 1991; Malmierca et al., 2003). Table 2 summarizes data on the perimeter and the number of perisomatic GABA puncta and perisomatic Gly puncta terminating on these neurons (Figs. 4, 6 – 8). GABA-IR neurons comprise one third of all CNIC neurons (Table 1). The somata of GABA-IR cells are significantly larger than those of GABA-IN cells (perimeter values of 57.06 vs. 49.27 m, respectively). Likewise, the number of perisomatic GABA-IR puncta/100 m is significantly smaller for GABA-IR cells than for GABA-IN neurons (12.47 vs. 16.9, respectively). Both cell types show very few perisomatic Gly puncta (2.23 vs. 1.93, respectively). A fundamental property of the auditory system is its tonotopic organization (von Bèkèsy, 1960; for reviews see Irvine, 1992; Malmierca, 2003). It is now well established that the morphological substrate for such tonotopy in the CNIC is its laminar organization (Oliver and Morest, 1984; Malmierca et al., 1993). Thus, we investigated the distribution of GABA-IR and GABA-IN neurons across and within the frequency-band laminae (Table 2, Figs. 6, 7) to check whether or not there are neurochemical differences with regard to the tonotopic organization of the CNIC. Comparisons across laminae (Fig. 6). Of the 415 neurons (case R-283) sampled in the CNIC, 115 neurons were located in the dorsolateral, low frequency region (corresponding approximately to 1– 4 kHz frequency bands; Ryan et al., 1988) and 129 were in the ventromedial, high frequency region (corresponding approximately to 30 – 60 kHz; Ryan et al., 1988). The remaining neurons were excluded from the analysis to avoid overlapping between these frequency specific samples. Differences between GABA-IR and GABA-IN neurons in frequency specific regions are similar to those described for the IC as a whole, except for the fact that GABA-IN and GABA-IR neurons in the low frequency region have similar perimeters regardless of their immunoreactivity (Table 2). The comparison between the low- and high-frequency regions shows that there is a slightly larger proportion of GABA-IR neurons in the low- than in the high-frequency region (32% vs. 28%; Table 2). This is also appreciated by visual inspection (Fig. 1). GABA-IR neurons in the dorso- 916 M. Merchán et al. / Neuroscience 136 (2005) 907–925 A GABA-IR 30 60 40 20 0 20 10 0 Ventrolateral 80 GABA puncta (/100 micra) 60 40 20 0 2 Ventrolateral 10 [*] 20 10 Ventrolateral R1119 4 Dorsomedial 0 Dorsomedial [*] 6 Ventrolateral GABA-IN 30 [*] R283 8 0 Dorsomedial Glycine puncta (/100 micra) Dorsomedial Perimeter (micra) 10 Glycine puncta (/100 micra) GABA puncta (/100 micra) Perimeter (micra) 80 [*] 8 6 4 2 0 Dorsomedial Ventrolateral Dorsomedial Ventrolateral Rostral Caudal Rostral Caudal Portion of the CNIC lamina B GABA-IR 30 60 40 20 0 20 10 0 Rostral Caudal 40 20 0 20 10 0 Rostral Caudal 4 2 10 Glycine puncta (/100 micra) GABA puncta (/100 micra) 60 6 Caudal GABA-IN 30 [*] 8 0 Rostral 80 Perimeter (micra) 10 [*] Glycine puncta (/100 micra) GABA puncta (/100 micra) Perimeter (micra) 80 8 6 4 2 0 Rostral Caudal Portion of the CNIC lamina Fig. 7. Mean values and SDs for the perimeter, number of GABA puncta/100 m and number of Gly puncta/100 m for GABA-IR and GABA-IN within the CNIC lamina. (A) Dorsomedial vs ventrolateral; (B) rostral vs. caudal. Asterisks indicate statistically significant differences. M. Merchán et al. / Neuroscience 136 (2005) 907–925 917 GABA-IR 30 60 40 20 0 10 [*] Glycine puncta (/100 micra) [*] GABA puncta (/100 micra) Perimeter (micra) 80 [*] 20 10 0 CNIC DCIC LCIC R283 8 R1119 [*] 6 4 2 0 CNIC DCIC LCIC CNIC DCIC LCIC GABA-IN Perimeter (micra) [*] GABA puncta (/100 micra) 30 [*] 60 40 20 0 [*] 10 Glycine puncta (/100 micra) 80 [*] 20 10 0 CNIC DCIC LCIC 8 [*] [*] 6 4 2 0 CNIC DCIC LCIC CNIC DCIC LCIC IC subdivision Fig. 8. Mean values and SDs for the perimeter, number of GABA puncta/100 m and number of Gly puncta/100 m for GABA-IR and GABA-IN in the CNIC, DCIC and LCIC. Asterisks indicate statistically significant differences. lateral, low- and ventromedial, high-frequency IC regions are similar in all respects (Fig. 6). The same holds true for the GABA-IN neurons except that these neurons have more perisomatic Gly puncta in the high frequency region (Fig. 6). Comparisons within laminae (Fig. 7). When seen en face, each frequency-band lamina can be depicted as a two-dimensional plane that adds a rostrocaudal dimension to the lateromedial axis more commonly portrayed in coronal sections of the CNIC (cf., Fig. 17 in Malmierca et al., 1993). Comparisons along these two axes allow us to analyze the topographical distribution of GABA-IR and GABA-IN neurons in all locations within a lamina. First we compared GABA-IN and GABA-IR neurons from the ventrolateral region of the CNIC with their corresponding counterparts located in dorsomedial region of the CNIC (Fig. 7A). These comparisons show that GABA-IR neurons are similar along the main ventrolateral-dorsomedial axis of the IC, except for the fact that neurons in the ventral region receive more axosomatic glycinergic input (Fig. 7A). In addition, GABA-IN neurons in the ventral CNIC are larger, receive more axosomatic glycinergic input and less axosomatic GABAergic input than those located in the dorsomedial portion of the CNIC (Fig. 7A). Next, we compared the samples from the rostral and caudal sections of the CNIC (Fig. 7B). The results show that neurons located rostrally and caudally are very similar in most respects with two exceptions: rostrally located GABA-IR neurons receive more GABAergic axosomatic input, and rostrally located GABA-IN neurons are larger (Fig. 7B). In summary, these data demonstrate that GABA-IR and GABA-IN neurons tend to be alike regardless of the frequency region to which they belong. However, the data do show some diversity of GABA-IR and GABA-IN neurons within the CNIC laminae. For the same neural type, differences are more evident along the ventrolateral-to-dorsomedial axis of the IC. Densitometric analysis for the DCIC and LCIC The R-283 sample from the collicular cortical regions includes 462 neurons (322 from the LCIC and 140 from the DCIC; Tables 1 and 2; Figs. 4 and 8). In the analysis, we excluded neurons from the rostral part of the external cortex because this area is difficult to delineate and the border with the CNIC and adjacent tegmentum is not clear (Faye-Lund and Osen, 1985; Malmierca et al., 1993, 1995a,b). On average, around 23% of the DCIC neurons are GABA-IR. The OD distribution for the DCIC sample is shown in Fig. 4. Similar to our findings for the CNIC, this distribution is bimodal and reveals two distinct groups of immunoreactive neurons. GABA-IR cells in the DCIC have a mean perimeter of 49.58 m with 13.02 perisomatic GABA-IR puncta/100 m, and 0.82 perisomatic Gly-IR puncta/100 m. The GABA-IN cells have a mean perimeter of 44.35 m with 18.39 perisomatic GABA-IR puncta/ 100 m, and 0.91 perisomatic Gly-IR puncta/100 m 918 M. Merchán et al. / Neuroscience 136 (2005) 907–925 % &# % "% %# "$ %' $# # %' ! $ & $ #' !" ' # " ' !! % & ' Topographic distribution of GABA and Gly elements in the IC # ! ! " " (Table 2, Fig. 8). These data imply that GABAergic and non-GABAergic cells in the DCIC are similar except for the number of perisomatic GABA-IR puncta that they receive (Table 2; Fig. 4 and 8). About 21% of the LCIC neurons are GABA-IR. The OD distribution for this group is shown in Figs. 4. Like their counterparts in the CNIC and DCIC, the distribution is bimodal. The GABAergic and non-GABAergic cells in the LCIC are similar in most respects with regard to the variables under study (Table 2, Figs. 4 and 8). In the preceding sections, we have described the results regarding OD, perimeter, and perisomatic GABA-IR and Gly-IR puncta for GABA-IR and GABA-IN neurons within each subdivision of the IC, independently. To facilitate the comparison of the four parameters across subdivision boundaries and to illustrate graphically their spatial distribution, we have produced gray-coded density (contour) maps that illustrate the topographical distribution of immunoreactive elements in the IC of case R-283 (Figs. 9, 10). The most remarkable finding after inspection of these gray-coded maps is the occurrence of patches (or clusters) of different densities of labeling (Fig. 10). This is particularly noticeable for the perimeter and the perisomatic GABA puncta (Fig. 10). Patches of these two variables with different degrees of labeling occur within and across the frequency-band laminae. The patches are more evident for perisomatic GABA puncta in both GABA-IR and GABA-IN neurons (Fig. 10). Altogether, these findings suggest that neurons of different sizes are mixed up and evenly distributed throughout the IC, i.e. small, medium and large GABA-IR and GABA-IN neurons intermingle. The same holds true for the number of perisomatic GABA-IR puncta. However, clear differences are also evident. There are larger GABA-IR neurons in the ventral and rostral portions of the LCIC. Additionally, it seems that neurons in the ventral portions of the CNIC and in the LCIC possess more perisomatic GABA-IR puncta. The results regarding the perisomatic Gly-IR puncta are rather different (Fig. 10). Although, this is reminiscent of a cluster-like organization, it is obvious that most puncta are concentrated in the CNIC, with a minor component in the cortices. Interestingly, a single and distinct cluster of perisomatic Gly-IR puncta is seen in the DCIC close to the commissure that interconnects the two ICs (Fig. 10). The cluster is more dense for the GABA-IN neurons than for the GABA-IR cells. Another interesting feature related to the number of Fig. 9. (A) Outline of the IC. Rectangles illustrate the location of the IC fields considered in the study. The numbers by the rectangles correspond to the fields’ ID numbers (c.f. Fig. 3). (B) Dots illustrate the approximate (x, y) coordinates assigned to each field in an arbitrary calibrated Cartesian plane. The scales of the x and y axes are expressed in microns. Five neurons were typically chosen from each field and were assigned the same (x, y) coordinates. (C) An example gray-coded map. Each field was assigned a gray value between 0 and 255 according to the average value of the investigated variable for the five neurones in the field. Linear interpolation between gray values for adjacent fields was done automatically by the plotting application DeltaGraph. (D) Resulting gray-coded map for the three regions of the IC. M. Merchán et al. / Neuroscience 136 (2005) 907–925 919 Fig. 10. Gray-coded maps that illustrate the topographical distribution for different immunoreactive elements in the IC. Left panel compares the distribution of the somata, number of perisomatic GABA and Gly puncta in the rostral and caudal sections though the CNIC for the GABA-IN neurons. Right panel, similar comparison for GABA-IN neurons. Note the patchy distribution for most parameters assessed. 920 M. Merchán et al. / Neuroscience 136 (2005) 907–925 A B Lamina on edge Lamina en face DL DCIC DM LF LCIC DM CNIC HF VL 90º R VM LL VL C LL Non-GABAergic neurons Glycinergic puncta GABAergic neurons GABAergic puncta Fig. 11. Tentative scheme of the arrangement of the GABAergic and non-GABAergic neurons in the IC subdivisions with the CNIC lamina seen on edge (A) and en face (B). Neuronal soma sizes and number of punta are artificial, but depict relative sizes and number of puncta for comparative purposes (cf. Table 2). In general, GABAergic neurons are larger than non-GABAergic. GABAergic neurons receive less GABA- and Gly puncta than non-GABAergic. GABAergic and non-GABAergic neurons receive different number of puncta as a function of their topographical location into IC subdivisions. Differences across frequency regions (A) are minor, except that in the high-frequency (HF) region, non-GABAergic neurons receive more Gly puncta than in the low-frequency region (LF). Differences within the laminae are more profound along the dorsomedial–ventrolateral (DM-VL) axis than along the rostro-caudal (R-C) axis. GABAergic puncta are found both on somata and in neuropil, whereas glycinergic puncta are mostly confined to the neuropil. LL, lateral lemniscus; VM, ventromedial; DL, dorsolateral. perisomatic Gly-IR puncta is that they seem to form dense bands that alternate with less dense bands, similar to those described in the studies of afferent fibers to the IC using tritiated amino acids (Oliver 1984a, 1987; Shneiderman and Henkel, 1987; Shneiderman et al., 1988). These topographical results are supported by the conclusions drawn from the statistical comparisons of the OD, perimeter, perisomatic GABA-IR and Gly-IR puncta of GABA-IR and GABA-IN neurons across IC subdivisions (Fig. 8). Table 2 shows the mean values for these four parameters for the CNIC, DCIC and LCIC. Finally, Fig. 8 illustrates also significant differences (asterisks) across nuclear divisions in the IC for GABA-IR and GABA-IN, respectively, showing the more notorious differences when the CNIC and the cortices are compared. DISCUSSION The present account demonstrates that all neurons in the IC are under the influence of GABAergic and/or glycinergic inhibitory input. Furthermore, a quarter of the IC neurons in the rat are GABAergic and, in contrast to lower auditory centers, the IC lacks glycinergic cells. Fig. 11 illustrates our main findings in schematic representations of the IC subdivisions (A) and of the CNIC lamina seen en face (B). The results may be summarized as follows: 1) GABAergic neurons are larger than nonGABAergic; 2) GABAergic neurons receive fewer GABA and Gly puncta than non-GABAergic (this is not related to the somata size, since the larger GABAergic neurons have less puncta than the smaller non-GABAergic neurons); 3) GABAergic and non-GABA neurons from different IC subdivisions receive different proportions of GABA and Gly puncta; 4) differences across frequency regions are minor, except that in the high-frequency region, non-GABAergic neurons are larger than GABAergic neurons; 5) differences within the laminae are greater along the dorsomedial– ventrolateral axis than along the rostro-caudal axis; 6) GABAergic puncta are found both on somata and in the neuropil, whereas glycinergic puncta are mostly confined to the neuropil. These main results are in general agreement with the previous immunocytochemical studies on the IC in the cat (Oliver et al., 1994) and the bat (Vater et al., 1992; Winer et al., 1995). Our results further extend previous studies M. Merchán et al. / Neuroscience 136 (2005) 907–925 because they are the first to show inhibitory inputs and neurons across IC subdivisions as well as within and across the tonotopic axis of the CNIC. We have found a larger proportion of inhibitory neurons in the rat IC than in the cat or bat (Oliver et al., 1994; Winer et al., 1995). This is particularly apparent in the CNIC (approximately 30% of GABAergic neurons in the rat vs. approximately 20% in the cat or bat; ratio of 1:1.5). Technical considerations and limitations Although the current study constitutes a comprehensive qualitative and quantitative analysis of the GABAergic immunoreactive somata and GABAergic and glycinergic immunoreactive puncta in the IC, several technical problems should be considered before discussing the functional implications of the results. First, only quantitative data related to puncta apposed to the somata are provided. These puncta may represent small cross-sections of dendrites or axons rather than terminal boutons. Consequently, it is appropriate to note that without verification at the ultrastructural level, immunoreactive puncta can only be identified as synaptic terminals with any degree of certainty when they are apposed to cell bodies or unambiguously identified dendrites arising from the soma (Fig. 2). Therefore, we have limited our study to the quantitative analysis of perisomatic puncta following the example of other studies of the auditory system (e.g. Osen et al., 1990; Kolston et al., 1992; Moore et al., 1996; Riquelme et al., 2001). The present material is based on thin (0.5 m thick) sections and could not be used to analyze puncta apposed to the proximal dendrites of the neurons. This is a significant limitation, as the main distinguishing feature of IC neurons, particularly of those in the CNIC, is the orientation and thickness of their dendritic arbors (Morest, 1964; Oliver and Morest, 1984; Faye-Lund and Osen, 1985; Malmierca et al., 1993, 1995a). Furthermore, the counting of puncta in the neuropil was difficult. This is an important constraint because it made it virtually impossible to evaluate the co-localization of GABA and Gly puncta in the neuropil. A second technical problem is that neurons with identical concentrations of GABA or Gly could show different degrees of immunostaining. Indeed, some GABA-IR neurons were more darkly stained (Figs. 1 and 2) than others, a fact reflected in the wide range of ODs seen in Figs. 3 and 4. This difference may be due to the variability of the immunopenetration, although one important advantage of the postembedding immunocytochemistry technique is that it results in relatively uniform thickness of sections and penetration of antibodies and reagents, which ensures evenness of immunoreactivity. The different immunostaining could also be due to other variables difficult to control such as depth of anesthesia or vascular dilation in the perfusion procedure. Alternatively, the different degree of immunostaining may reflect a truly metabolic phenomenon. Despite all these caveats, our methodology is powerful and reliable. It has proved useful in similar studies in other brain regions (e.g. Brodal et al., 1988; Walberg and Ottersen,1989, 1992; Osen et al., 1990; Ornung et al., 1996; Reichenberger et al., 1997) including the auditory 921 system (Kolston et al., 1992; Ottersen et al., 1995; Moore et al., 1996; Riquelme et al., 2001). Our study is the first to use an objective measure such as the OD to distinguish between GABAergic and non-GABAergic neurons in the IC. Previous quantitative studies regarding GABA in IC neurons have been based solely on visual ratings (Oliver et al., 1994), which could be the reason for the large differences that are reported across cases (e.g. data shown in Oliver et al., 1994; their Table 3). Our data from two cases are very robust because they show highly consistent and statistically comparable results (Figs. 3– 8). GABAergic cells in the CNIC Our results suggest a possible correlation between the immunocytochemical neuronal types described here (i.e. GABAergic and non-GABAergic classes) and previously described morphological cell types in the rat IC, namely flat (F) and less-flat (LF) neurons (Malmierca et al., 1993, 1995a). We propose that a majority of F neurons are excitatory and non-GABAergic and a majority of LF neurons are GABAergic. Several reasons support this proposal: 1) LF neurons have larger cell body diameters (Malmierca et al., 1993) and constitute about 25–30% of the CNIC neurons (Table 1 in Malmierca et al., 1993). Similarly, the GABAergic neurons in the CNIC, on average, are larger than the non-GABAergic cells and represent about 30% of CNIC neurons (Table 2 in the present material); 2) recent studies based on track-tracing studies combined with immunocytochemistry in bats (Fremouw et al., 1999) and rats (Yang et al., 2000) have shown that a majority of the intrinsic laminar inputs originate from F neurons (Oliver et al., 1991) and are non-GABAergic; 3) in the present material, many GABA-IN neurons form rows or groups of three to five neurons oriented along the frequency band-laminae (Fig. 2), a distribution that resembles the location and orientation of the F neurons, which form the fibrodendritic laminae of the CNIC (Morest, 1964; Oliver and Morest, 1984; Malmierca et al., 1993). Intrinsic (Fremouw et al., 1999; Yang et al., 2000) and descending (Mulders and Robertson, 2000) projections emerging from the IC are mostly excitatory; while ascending projections to the MGB are both excitatory and inhibitory (Winer et al., 1996; Peruzzi et al., 1997; Saint Marie et al., 1997; Coomes et al., 2002). The lack of GABAergic neurons in the rat auditory thalamus is well known (Winer and Larue, 1988); thus, the GABAergic input to the rat MGB must originate from neurons outside the MGB (Peruzzi et al., 1997; Coomes et al., 2002). The CNIC projections to the MGB are from both F and LF neurons (Oliver, 1984b; Malmierca et al., 1997; Peruzzi et al., 1997; Oliver et al., 1999) and it is known that a population of GABAergic neurons in the IC projects to the MGB. Furthermore, the inhibitory projection from the IC to the MGB is more prominent in rat (about 40% of the cells projecting to the MGB are GABAergic) than in other species (Peruzzi et al., 1997). The present data show that the CNIC in the rat possesses up to 30% of GABAergic neurons. This contrasts with a comparatively lower proportion (about 20%) of GABAergic neurons in the cat and bat CNIC 922 M. Merchán et al. / Neuroscience 136 (2005) 907–925 (Oliver et al., 1994; Winer et al., 1995). Perhaps the large number of GABAergic axons in the colliculo-geniculate pathway compensates for the lack of GABAergic interneurons in rats (Bartlett et al., 2000; Coomes et al., 2002). However, the interneuron content of the thalamic nuclei in the somatosensory system also varies among different species (Arcelli et al., 1997) and there does not appear to be an ascending GABAergic projection in the somatosensory system that could compensate for lack of interneurons (Coomes et al., 2002). GABAergic and glycinergic inputs to the CNIC Several previous studies have demonstrated the different projection patterns of inputs to the IC in different species (Adams, 1979, 1983; Brunsø-Bechtold et al., 1981; Ryugo et al., 1981; Aitkin and Phillips, 1984a,b; Oliver, 1984a, 1987; Shneiderman and Henkel, 1987; Shneiderman et al., 1988; Malmierca et al., 1998; reviewed in Oliver and Shneiderman, 1991; Oliver and Huerta, 1992; Casseday et al., 2002) including rat (Beyerl, 1978; Coleman and Clerici, 1987; Bajo et al., 1993; Merchán et al., 1994; González-Hernández et al., 1996; Merchán and Berbel, 1996; Kelly et al., 1998; Malmierca et al., 1999a,b, 2003; Oliver et al., 1999; reviewed in Malmierca, 2003; Malmierca and Merchán, 2004). Only the projections to the IC that originate in the cochlear nuclei are exclusively excitatory, while those from the superior olive (medial and lateral, LSO) and lateral lemniscus nuclei (dorsal, DNLL, and ventral complex, VCLL) are purely inhibitory or a mixture of excitatory and inhibitory. Of these, the terminals from the DNLL and the superior paraolivary nucleus are mostly GABAergic (Shneiderman et al., 1988, 1998; Kulesza and Berrebi, 2000). The terminals arising from the LSO and the VCLL can be excitatory, GABAergic and glycinergic or even colocalize GABA and Gly (Saint Marie et al., 1989; Saint Marie and Baker, 1990; Riquelme et al., 2001). Our quantitative analysis demonstrates that IC neurons possess very few axosomata Gly puncta (Table 2; Fig. 11) and further suggests that most glycinergic inputs contact only the dendrites. Electron-microscopy studies have shown that the DNLL terminals are consistent with inhibitory synapses and contact both the somata and the dendrites of IC neurons, while only a very small proportion (3%) of LSO terminals (some of which must be glycinergic) contacts the somata of the IC neurons (Oliver et al., 1995). Although similar studies are pending for the VCLL, these previous studies are in harmony with our immunocytochemical results. It is known that some neurons in the VCLL colocalize GABA and Gly, and that many of these neurons must project to the IC (Riquelme et al., 2001). We have looked for evidence of co-localization of GABA and Gly in the puncta of the IC neuropil, but can neither confirm nor rule out this possibility. Cell bodies in the IC are sufficiently large (thus can be used as reference marks themselves) to observe co-localization of GABA and Gly in two consecutive sections, but terminal boutons in the neuropil are too small for such analysis in our material. The fact that the IC neurons receive most of their glycinergic input on the dendrites rather than on the somata suggests some that some projections from the brainstem nuclei could remain segregated at the neuronal level. However, assigning a functional role for such segregation must await future studies. The present results also suggest that the neuronal circuitry is likely to be similar across frequency regions of the IC, although different synaptic domains occur within a given frequency band lamina. Differences in the number of GABA and Gly puncta seem to occur only within the same frequency lamina but not across tonotopic laminae. These observations are consistent with the hypothesis that synaptic domains vary within frequency lamina in CNIC reflecting different combinations of inputs (Oliver, 2000; Oliver and Huerta, 1992; Oliver et al., 1997). Previous physiological studies also support this notion and suggest that there is an orderly variation of responses within the lamina for different parameters of sounds such as the periodicity of amplitude modulation (Schreiner and Langner, 1988; Langner et al., 2002), latency (Langner et al., 2002), frequency response maps, and frequency sweeps (Hage and Ehret, 2003). In a recent report, Hage and Ehret (2003) have suggested that inhibition decreases from the center to the periphery within each laminae. This model would explain the mappings of the distribution of frequency response maps and representation of sweep direction that they have found in the mouse IC. Our density maps of inhibition shown in Fig. 10 support their notion regarding Gly puncta. It seems that there are more puncta apposed to neurons in the center of the lamina rather than in the more ventrolateral and dorsomedial parts (i.e. more peripheral). However, our data seem to follow an inverse pattern regarding GABA puncta, although the distribution of GABA puncta in the CNIC is very patchy as described (Fig. 10). Our anatomical data in conjunction with the conclusions from emerging physiological studies, support the notion that there might be diverse maps within a single IC frequency lamina and that such maps depend, at least in part, on different patterns of inhibitory inputs. Summary and conclusions In this study we have used a quantitative analysis to distinguish GABAergic from non-GABAergic cells in the rat IC. We have demonstrated that there are more GABAergic neurons in the rat IC than previously estimated for other species. GABAergic neurons differ from non-GABAergic neurons in their proportion (ratio 1:4 for the IC and 1:3 for the CNIC), their soma size and in the number of GABAergic and glycinergic inputs apposed to their somata. GABAergic puncta are found both in the neuropil and neuronal somata whereas very few glycinergic terminals contact the somata. The glycinergic terminals are found mostly in the neuropil. These results strongly suggest that GABA-mediated inhibition spreads over dendrites and cell bodies, while Gly-mediated inhibition is mostly associated with the dendritic domain of the IC neurons. Acknowledgments—Dr. Ole P. Ottersen kindly provided GABA and glycine antibodies. We thank Ignacio Plaza for his excellent technical assistance, and Jack Kelly, Douglas Oliver, Kirsten M. Merchán et al. / Neuroscience 136 (2005) 907–925 Osen and Bruce Warr for their critical reading and comments on a previous version of the manuscript. This study was supported by the Spanish DGES; grant number: BFI-2000-1396, Spanish DGES; grant number BFI-2003-09147-02-01 to M.A.M. and M.S.M.; the Spanish JCYL-UE grant number: SA040/04 to M.S.M. and M.A.M.), and the Spanish FIS; grant numbers PI020343 and G03/203 to E.A.L.-P. L.A.A. was supported by the Fundación Carolina (Spain). REFERENCES Adams JC (1979) Ascending projections to the inferior colliculus. J Comp Neurol 183:519 –538. Adams JC (1983) Multipolar cells in the ventral cochlear nucleus project to the dorsal cochlear nucleus and the inferior colliculus. Neurosci Lett 37:205–208. Aitkin LM, Phillips SC (1984a) Is the inferior colliculus an obligatory relay in the cat auditory system? Neurosci Lett 44:259 –264. Aitkin LM, Phillips SC (1984b) The interconnections of the inferior colliculi through their commissure. J Comp Neurol 228:210 –216. 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