Abstract
In non-human primates a scheme for the organization of the auditory cortex is frequently used to localize auditory processes. The scheme allows a common basis for comparison of functional organization across non-human primate species. However, although a body of functional and structural data in non-human primates supports an accepted scheme of nearly a dozen neighboring functional areas, can this scheme be directly applied to humans? Attempts to expand the scheme of auditory cortical fields in humans have been severely hampered by a recent controversy about the organization of tonotopic maps in humans, centered on two different models with radically different organization. We point out observations that reconcile the previous models and suggest a distinct model in which the human cortical organization is much more like that of other primates. This unified framework allows a more robust and detailed comparison of auditory cortex organization across primate species including humans.
Introduction
One of the oldest and best characterized organizational features in the auditory system is its cochleotopic or tonotopic organization. Tonotopy is the ordered representation of sound frequency in auditory areas. It has been shown at all levels of the auditory pathway including the cochlea, the auditory brainstem nuclei, and the auditory cortex in at least mammals and birds. In the cortex of non-human primates, multiple areas can be defined neurophysiologically by gradients of neuronal sound frequency preference and by reversals of the frequency gradient between neighboring auditory cortical areas (Hackett et al., ; Kaas and Hackett, ; Hackett, ). More recently, non-invasive imaging using functional MRI (fMRI) has defined mirror-symmetric tonotopic gradients that allow division of the auditory cortex of non-human primates (Petkov et al., ; Baumann et al., ; Tanji et al., 2010) and humans (for a recent review see: Woods and Alain, 2009) into distinct areas.
Given the broadly conserved role of tonotopy in the auditory system of mammals, it is surprising that in all of the investigated species the organization of tonotopy in the human auditory cortex is one of the least understood. This is in spite of several decades of neuroimaging studies and efforts to understand the human auditory cortical organization. Moreover, even after a recent resurgence in human tonotopic studies we seem to be getting further from an agreed model of human auditory cortical organization. Although a considerable body of anatomical data appear to support an organization of the primary auditory (core) areas along the length of Heschl's gyrus (HG; Brodmann, ; von Economo and Koskinas, 1925; von Economo and Horn, 1930; Galaburda and Sanides, ; Rivier and Clarke, 1997; Morosan et al., , ; Wallace et al., 2002), for which early studies of tonotopy appeared to provide support (Ojemann, ; Lauter et al., ; Howard et al., ; Wessinger et al., 1997; Bilecen et al., ; Lockwood et al., ; Talavage et al., 2000; Schonwiesner et al., 2002; Formisano et al., ), recent studies of tonotopy can be interpreted in terms of a fundamentally different organization of these core areas (Humphries et al., ; Woods et al., 2010; Da Costa et al., ; Striem-Amit et al., 2011; Langers and van Dijk, ). In this, the mirror-symmetric gradients in the auditory core is effectively perpendicular to the one suggested by anatomical and early functional studies. This has led to a fundamental reappraisal of the homology between non-human and human auditory areas.
Here, we critically examine studies of non-human and human primates that led to the traditional view of tonotopic field organization in the human auditory cortex. This view is based on a tonotopic axis that runs along the HG, the most characteristic anatomical feature in the human auditory cortex. We contrast this view with more recent interpretations based on a tonotopic axis that runs perpendicular to the HG. Taking all the current evidence from human but also non-human primates in account, we propose a unifying interpretation. This reconciles the apparently conflicting evidence supporting both previous views, and emphasizes the striking similarity of the human tonotopic maps to those in non-human primates.
Tonotopic organization of cortical fields in non-human primates
As in other mammals, electrophysiological studies in non-human primates have established tonotopically organized areas at multiple levels of the auditory pathway including the inferior colliculus (IC) (Ryan and Miller, 1978; Zwiers et al., 2004), the medial geniculate body (MGB) (Gross et al., ), and the auditory cortex (Merzenich and Brugge, ; Morel et al., ; Kosaki et al., ; Rauschecker et al., 1997; Bendor and Wang, ). More recently, the existence and detailed organization of tonotopic fields has been confirmed by fMRI in the monkey IC (Baumann et al., ) and auditory cortex (Petkov et al., ; Baumann et al., ; Tanji et al., 2010). Cytoarchitectonic mapping, histochemical- and anterograde staining studies in the primate auditory cortex have established a concentric organization of auditory core areas that receive input mainly from an auditory pathway via the central nucleus of the IC (ICc) and the ventral portion of the MGB (MGv) and surrounding belt areas that receive input mainly from a distinct auditory pathway via the dorsal and lateral cortices of the IC and the dorsal MGB (MGd) [reviewed in Hackett ()]. An influential organizational scheme (Hackett et al., ; Kaas and Hackett, ; Hackett, ) combined anatomical and functional data and subdivided core and belt areas into 2–3 core fields (primary-like fields) and 7–8 belt fields based on reversals of the tonotopic gradients running along a largely anterior-posterior axis (Figure 1). The scheme suggests that gradient reversals to mark functional area borders are a fundamental feature of cortical sensory organization analog to the visual cortex system where retinotopic gradient reversals mark functional area borders (Gattass et al., ; Sereno et al., 1995).
Figure 1
The tonotopic gradients are most obvious in the core fields A1 and R. In the macaque, the high to low frequency gradient of A1 starts typically in the midline of the posterior superior temporal plane and runs antero-laterally to the cusp of the circular sulcus (Merzenich and Brugge,
The tonotopic gradients of the core fields extend into the adjacent belt fields (Rauschecker et al., 1995; Kosaki et al.,
Organization of the human auditory cortex—the classical configuration
Before the advent of non-invasive imaging methods, functional studies from the human auditory cortex were limited [see Ojemann (
Figure 2

Parcelations of the human superior temporal cortex by different investigators. For each panel, the locations of major auditory cortical regions are drawn on a standardized schematic of the superior temporal plane. The STG is not visible. Red, core region; dark gray, belt region, light gray parabelt, and possibly other regions. Posterior is up, lateral is right. Adapted by Troy Hackett from Hackett (
Although these cytoarchitectonic studies showed differences in the precise borders of the primary or core area with respect to HG [this is emphasized in a further multi-subject study (Rademacher et al., 2001)], HG became established early on as an easy-to-identify marker for the location of the core areas in humans. Thus, when non-invasive neuroimaging methods allowed for the first time detailed functional investigations in the human auditory cortex, the direction of the tonotopic gradient along the HG seemed to be the main question that needed to be resolved. There was little expectation that the main tonotopic axis would not be in HG. The similarity of the elongated shape of HG with the elongated (but differently orientated) non-human primate core area likely provided another strong bias.
Early Positron Emission Tomography (PET) and fMRI did not provide the resolution and power for detailed tonotopic maps in the auditory cortex. However, a number of PET and fMRI studies consistently demonstrated significantly activated clusters or voxels responding to high frequency tones in the vicinity of the medial HG and to low frequency tones in the lateral HG (Lauter et al.,
In 2002 some fMRI workers (Schonwiesner et al., 2002) already questioned whether human tonotopic organization might be more complex than the classical configuration suggested, despite finding very similar activation patterns to the previous imaging studies. In contrast to previous studies a range of tones at frequencies from 0.25 to 8 kHz were presented in this work. The derived response pattern did not form a simple and continuous gradient along the HG that could be easily compared to the primate model, nor could the response pattern be reconciled with the multiple mirror-symmetric tonotopy gradients from the data in non-human primates. A year later a study performed at high magnetic field with high resolution (seven Tesla MRI field-strength) (Formisano et al.,
Figure 3

Debated configurations of auditory cortical organization in humans and non-human primate configuration for comparison. (A) The two main configurations of auditory core fields under debate (left, middle) in comparison with the “oblique” configuration proposed by the authors (right). The main frequency response areas based on the summary of recent evidence (Formisano et al.,
Reorienting the gradient axis in humans—the “perpendicular configuration”
The classical tonotopy configuration was first fundamentally challenged by Humphries et al. (
The perpendicular configuration of tonotopy stands not only in fundamental contrast to the classical configuration but it also deviates considerably from anatomical studies suggesting that koniocortex co-localizes with HG (Figure 2). The study of Humphries et al. (
A unified model of primate auditory cortex representation: what can we learn from the monkey?
Irrespective of different experimental details and despite the variety of interpretations of gradient directions, the recent studies (Formisano et al.,
Retrospectively, the frequency response pattern outlined based on recent studies is also consistent with the results from Formisano et al. (
Concluding that there is a frequency response pattern that accommodates the previous functional data well, how are the tonotopic gradients positioned within this framework? And more importantly, how does the scheme of auditory fields that is well established in other primates fit into the human functional organization? While most human tonotopy studies emphasize the similarities of their gradient and field model to the non-human primate scheme, the range of different interpretations [with the extremes of Formisano et al. (
The first feature we look at is the direction of the tonotopic axis defining fields A1 and R in monkeys. In contrast to the most frequent interpretation in the human tonotopy studies this axis shows neither a simple posterior-anterior direction nor are the two respective gradients strictly collinear. As outlined above, non-human primates demonstrate gradients that progress from medial high frequency maxima to a more laterally located low-frequency maximum leading to a kink in the tonotopic axes. As we can see in Figure 3B, human and non-human primates share this feature and reveal a very similar frequency response pattern. The second aspect we want to highlight is the relationship of macro-anatomy and functional organization common to human and non-human primates. At the center of the human tonotopy debate is the orientation of the tonotopic gradients and the auditory core fields with respect to HG. A common understanding is that monkeys [in contrast to apes (Hackett et al.,
Once the location of the auditory core fields is defined within the human tonotopic pattern, it is also straightforward to predict the human homologs of the belt fields by using the tonotopic reversals analogous to those that define the non-human primate scheme (Figure 3B, right). Furthermore, a number of the human tonotopy studies reported some evidence for additional low frequency reversals anterior and posterior of the high frequency areas of the common tonotopy pattern. The core-like field RT, caudal belt areas CM, and CL can be estimated with this additional information (Figure 3B). Taken together, an entire scheme of auditory functional fields in the superior temporal plane is derived that, as has been outlined above, shows a remarkable similarity to the situation in non-human primates in functional (frequency response) and anatomical terms. This similarity in the orientation of auditory fields and gradient axes across primates seems to us biologically more plausible than human core areas that deviate considerably in orientation from monkey homolog as suggested by the classical configuration and to some degree by the perpendicular configuration. Given that the perisilvian areas and superior temporal sulcus seem to share many response features across primates, a reorientation of auditory core and belt in respect to its immediate cortical environment would lead to a discontinuity at its borders that would be difficult to explain in evolutionary terms.
Outstanding issues
The evidence above based on tonotopy suggests a clear organization of human core areas within the auditory cortex. There is an immediate need to reconcile models in which core extends beyond HG and cytoarchitectonics or staining studies in which the core is largely confined to HG. This effort is hampered by intersubject variability and the absence of studies of tonotopy and anatomy in the same subjects. Also potential alternative approaches to functionally delineate core-belt borders have not yet been calibrated to the anatomical definitions of core areas because the traditional staining techniques can only be applied to post-mortem brains. New methods to allow “in vivo cytoarchitechtonics” in human and non-human primates have the potential to achieve this. For example, (quantitative) T1 mapping (Bock et al.,
Further work is required to better establish the organization of areas beyond the core, possibly by applying novel stimuli that drive belt areas better than the narrowband stimuli used for tonotopic mapping. In general, remaining differences in frequency response pattern and gradient locations across the cortex might be addressed by agreeing on standard practices for data co-registration (including flat-mapping) and gradient quantification.
The goal of this work is a robust scheme for the definition of functional areas in humans that might in future properly justify the application of primate nomenclature to human studies and allow the development of better-defined primate models for human auditory cognition. Here we suggested a unified primate model of core and belt fields which provides testable hypotheses for future functional and anatomical comparative studies in primates.
Conflict of interest statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Statements
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
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Summary
Keywords
auditory cortex, primate, humans, tonotopy, anatomy, comparative
Citation
Baumann S, Petkov CI and Griffiths TD (2013) A unified framework for the organization of the primate auditory cortex. Front. Syst. Neurosci. 7:11. doi: 10.3389/fnsys.2013.00011
Received
20 November 2012
Accepted
12 April 2013
Published
30 April 2013
Volume
7 - 2013
Edited by
Jonathan B. Fritz, University of Maryland, USA
Reviewed by
Micah M. Murray, University Hospital Center and University of Lausanne, Switzerland; Preston E. Garraghty, Indiana University, USA; Michael Brosch, Leibniz Institute for Neurobiology, Germany
Copyright
© 2013 Baumann, Petkov and Griffiths.
This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and subject to any copyright notices concerning any third-party graphics etc.
*Correspondence: Simon Baumann, Institute of Neuroscience, Newcastle University, Framlington Place, Newcastle upon Tyne, NE2 4HH, UK. e-mail: simon.baumann@ncl.ac.uk
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