Abstract
Sensory information may be represented in the brain by stereotyped mapping of axonal inputs or by patterning that varies between individuals. In olfaction, a stereotyped map is evident in the first sensory processing centre, the olfactory bulb (OB), where different odours elicit activity in unique combinatorial patterns of spatially invariant glomeruli1,2. Activation of each glomerulus is relayed to higher cortical processing centres by a set of ∼20–50 ‘homotypic’ mitral and tufted (MT) neurons3. In the cortex, target neurons integrate information from multiple glomeruli to detect distinct features of chemically diverse odours4,5,6. How this is accomplished remains unclear, perhaps because the cortical mapping of glomerular information by individual MT neurons has not been described. Here we use new viral tracing and three-dimensional brain reconstruction methods to compare the cortical projections of defined sets of MT neurons. We show that the gross-scale organization of the OB is preserved in the patterns of axonal projections to one processing centre yet reordered in another, suggesting that distinct coding strategies may operate in different targets. However, at the level of individual neurons neither glomerular order nor stereotypy is preserved in either region. Rather, homotypic MT neurons from the same glomerulus innervate broad regions that differ between individuals. Strikingly, even in the same animal, MT neurons exhibit extensive diversity in wiring; axons of homotypic MT pairs diverge from each other, emit primary branches at distinct locations and 70–90% of branches of homotypic and heterotypic pairs are non-overlapping. This pronounced reorganization of sensory maps in the cortex offers an anatomic substrate for expanded combinatorial integration of information from spatially distinct glomeruli and predicts an unanticipated role for diversification of otherwise similar output neurons.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 51 print issues and online access
$199.00 per year
only $3.90 per issue
Buy this article
- Purchase on SpringerLink
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout




Similar content being viewed by others
References
Rubin, B. D. & Katz, L. C. Optical imaging of odorant representations in the mammalian olfactory bulb. Neuron 23, 499–511 (1999)
Vassar, R. et al. Topographic organization of sensory projections to the olfactory bulb. Cell 79, 981–991 (1994)
Haberly, L. B. & Price, J. L. The axonal projection patterns of the mitral and tufted cells of the olfactory bulb in the rat. Brain Res. 129, 152–157 (1977)
Apicella, A., Yuan, Q., Scanziani, M. & Isaacson, J. S. Pyramidal cells in piriform cortex receive convergent input from distinct olfactory bulb glomeruli. J. Neurosci. 30, 14255–14260 (2010)
Lei, H., Mooney, R. & Katz, L. C. Synaptic integration of olfactory information in mouse anterior olfactory nucleus. J. Neurosci. 26, 12023–12032 (2006)
Stettler, D. D. & Axel, R. Representations of odor in the piriform cortex. Neuron 63, 854–864 (2009)
Buck, L. & Axel, R. A novel multigene family may encode odorant receptors: a molecular basis for odor recognition. Cell 65, 175–187 (1991)
Ressler, K. J., Sullivan, S. L. & Buck, L. B. Information coding in the olfactory system: evidence for a stereotyped and highly organized epitope map in the olfactory bulb. Cell 79, 1245–1255 (1994)
Khan, A. G., Parthasarathy, K. & Bhalla, U. S. Odor representations in the mammalian olfactory bulb. Wiley Interdiscip. Rev. Syst. Biol. Med. 2, 603–611 (2010)
Petersen, C. C. The functional organization of the barrel cortex. Neuron 56, 339–355 (2007)
Schreiner, C. E. & Winer, J. A. Auditory cortex mapmaking: principles, projections, and plasticity. Neuron 56, 356–365 (2007)
White, L. E. & Fitzpatrick, D. Vision and cortical map development. Neuron 56, 327–338 (2007)
Buonviso, N., Revial, M. F. & Jourdan, F. The projections of mitral cells from small local regions of the olfactory bulb: an anterograde tracing study using PHA-L (Phaseolus vulgaris leucoagglutinin). Eur. J. Neurosci. 3, 493–500 (1991)
Luskin, M. B. & Price, J. L. The distribution of axon collaterals from the olfactory bulb and the nucleus of the horizontal limb of the diagonal band to the olfactory cortex, demonstrated by double retrograde labeling techniques. J. Comp. Neurol. 209, 249–263 (1982)
Scott, J. W., Ranier, E. C., Pemberton, J. L., Orona, E. & Mouradian, L. E. Pattern of rat olfactory bulb mitral and tufted cell connections to the anterior olfactory nucleus pars externa. J. Comp. Neurol. 242, 415–424 (1985)
Yan, Z. et al. Precise circuitry links bilaterally symmetric olfactory maps. Neuron 58, 613–624 (2008)
Kikuta, S. et al. Neurons in the anterior olfactory nucleus pars externa detect right or left localization of odor sources. Proc. Natl Acad. Sci. USA 107, 12363–12368 (2010)
Ojima, H., Mori, K. & Kishi, K. The trajectory of mitral cell axons in the rabbit olfactory cortex revealed by intracellular HRP injection. J. Comp. Neurol. 230, 77–87 (1984)
Belluscio, L., Lodovichi, C., Feinstein, P., Mombaerts, P. & Katz, L. C. Odorant receptors instruct functional circuitry in the mouse olfactory bulb. Nature 419, 296–300 (2002)
Nagayama, S. et al. Differential axonal projection of mitral and tufted cells in the mouse main olfactory system. Front. Neural Circuits4 1–12 (2010)
Brunjes, P. C. & Kenerson, M. C. The anterior olfactory nucleus: quantitative study of dendritic morphology. J. Comp. Neurol. 518, 1603–1616 (2010)
Poo, C. & Isaacson, J. S. Odor representations in olfactory cortex: “sparse” coding, global inhibition, and oscillations. Neuron 62, 850–861 (2009)
Miyamichi, K. et al. Cortical representations of olfactory input by trans-synaptic tracing. Nature advance online publication. 10.1038/nature09714 (22 December 2010)
Wong, A. M., Wang, J. W. & Axel, R. Spatial representation of the glomerular map in the Drosophila protocerebrum. Cell 109, 229–241 (2002)
Miyasaka, N. et al. From the olfactory bulb to higher brain centers: genetic visualization of secondary olfactory pathways in zebrafish. J. Neurosci. 29, 4756–4767 (2009)
Sosulski, D. L. et al. Distinct representations of olfactory information in different cortical centres. Nature advance online publication, 10.1038/nature09868 (30 March 2011).
Chen, T. W., Lin, B. J. & Schild, D. Odor coding by modules of coherent mitral/tufted cells in the vertebrate olfactory bulb. Proc. Natl Acad. Sci. USA 106, 2401–2406 (2009)
Christie, J. M. et al. Connexin36 mediates spike synchrony in olfactory bulb glomeruli. Neuron 46, 761–772 (2005)
Dhawale, A. K., Hagiwara, A., Bhalla, U. S., Murthy, V. N. & Albeanu, D. F. Non-redundant odor coding by sister mitral cells revealed by light addressable glomeruli in the mouse. Nature Neurosci. 13, 1404–1412 (2010)
Shaner, N. C. et al. Improved monomeric red, orange and yellow fluorescent proteins derived from Discosoma sp. red fluorescent protein. Nature Biotechnol. 22, 1567–1572 (2004)
Merzlyak, E. M. et al. Bright monomeric red fluorescent protein with an extended fluorescence lifetime. Nature Methods 4, 555–557 (2007)
Mombaerts, P. et al. Visualizing an olfactory sensory map. Cell 87, 675–686 (1996)
Shykind, B. M. et al. Gene switching and the stability of odorant receptor gene choice. Cell 117, 801–815 (2004)
Acknowledgements
We wish to thank G. Patrick for the gift of pSin2gene virus and S. Djakovic for help with viral production. We thank O. Kwon and K. Spencer for assistance with imaging. We thank A. Maximov and J. Hazen for critical reading of the manuscript. We thank T. Cutforth for generating and R. Axel for supporting the generation of the ORT mouse strain, which was a gift. We thank the NCMIR, the Waitt Foundation and M. Ellisman for providing access to state-of-the-art imaging equipment and image processing tools. We thank the Baldwin and Cline lab members for providing laboratory support and advice. This work was supported by a Pew Scholars Award (K.K.B.) and support from the California Institute of Regenerative Medicine, the Whitehall Foundation, the O’Keefe Foundation, the Shapiro Family Foundation and the Dorris Neuroscience Center.
Author information
Authors and Affiliations
Contributions
S.D.L. developed code to transfer and align neuron traces in the WBC platform. H.H. performed sector and proximity analyses. Z.M., S.G. and K.D. generated the three-dimensional reconstructions of neurons. K.D. assisted generating the Reference Brain. T.C. generated the mOR174-9-GFP mouse strain and edited the manuscript. S.G. designed and performed experiments, analysed data and edited the manuscript. K.K.B. conceived of the experimental design, analysed data and wrote the manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing financial interests.
Supplementary information
Supplementary Information
The file contains Supplementary Figures 1-9 with legends. (PDF 7593 kb)
Supplementary Movie 1
This movie shows a 3-D reconstruction of a single neuron traced from the olfactory bulb into the cortex corresponding to Figure 2c. (MOV 14011 kb)
Rights and permissions
About this article
Cite this article
Ghosh, S., Larson, S., Hefzi, H. et al. Sensory maps in the olfactory cortex defined by long-range viral tracing of single neurons. Nature 472, 217–220 (2011). https://doi.org/10.1038/nature09945
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/nature09945