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. 2016 Aug 11;17(1):619.
doi: 10.1186/s12864-016-2960-3.

The human olfactory transcriptome

Affiliations

The human olfactory transcriptome

Tsviya Olender et al. BMC Genomics. .

Abstract

Background: Olfaction is a versatile sensory mechanism for detecting thousands of volatile odorants. Although molecular basis of odorant signaling is relatively well understood considerable gaps remain in the complete charting of all relevant gene products. To address this challenge, we applied RNAseq to four well-characterized human olfactory epithelial samples and compared the results to novel and published mouse olfactory epithelium as well as 16 human control tissues.

Results: We identified 194 non-olfactory receptor (OR) genes that are overexpressed in human olfactory tissues vs.

Controls: The highest overexpression is seen for lipocalins and bactericidal/permeability-increasing (BPI)-fold proteins, which in other species include secreted odorant carriers. Mouse-human discordance in orthologous lipocalin expression suggests different mammalian evolutionary paths in this family. Of the overexpressed genes 36 have documented olfactory function while for 158 there is little or no previous such functional evidence. The latter group includes GPCRs, neuropeptides, solute carriers, transcription factors and biotransformation enzymes. Many of them may be indirectly implicated in sensory function, and ~70 % are over expressed also in mouse olfactory epithelium, corroborating their olfactory role. Nearly 90 % of the intact OR repertoire, and ~60 % of the OR pseudogenes are expressed in the olfactory epithelium, with the latter showing a 3-fold lower expression. ORs transcription levels show a 1000-fold inter-paralog variation, as well as significant inter-individual differences. We assembled 160 transcripts representing 100 intact OR genes. These include 1-4 short 5' non-coding exons with considerable alternative splicing and long last exons that contain the coding region and 3' untranslated region of highly variable length. Notably, we identified 10 ORs with an intact open reading frame but with seemingly non-functional transcripts, suggesting a yet unreported OR pseudogenization mechanism. Analysis of the OR upstream regions indicated an enrichment of the homeobox family transcription factor binding sites and a consensus localization of a specific transcription factor binding site subfamily (Olf/EBF).

Conclusions: We provide an overview of expression levels of ORs and auxiliary genes in human olfactory epithelium. This forms a transcriptomic view of the entire OR repertoire, and reveals a large number of over-expressed uncharacterized human non-receptor genes, providing a platform for future discovery.

Keywords: Olfaction; Olfactory epithelium; Olfactory receptor; RNAseq.

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Figures

Fig. 1
Fig. 1
Expression correlation of olfactory and other tissues. Pearson correlation of human olfactory epithelium and a selected set of control tissues. Correlation was calculated for each tissue pair based on vectors with the logarithmic FPKM value of 16,288 genes. Correlation values are on average 0.91 ± 0.0 among the olfactory epithelium tissues and 0.74 ± 0.1 between the olfactory epithelium tissues to the controls. Tissue abbreviations: OE, human olfactory epithelium; rsp, respiratory; brn, brain; lvr, liver; kdn, kidney; lng, lung
Fig. 2
Fig. 2
Genes with overexpression in human olfactory epithelium. a Expression profile of all 195 overexpressed genes in different human tissues (four olfactory epithelial and 17 controls). Right-hand side two columns show functional evidences in gray scale for every gene, based on GOSdb scores (right) calculated without the DS6-DS9 sources [10] and on PubMed searches (left). b Expression profile for a subset of the genes in (a), which are specifically mentioned in the Results section. White color - no mouse ortholog. Tissue abbreviations as in Fig 1, with the addition of : MOE; mouse olfactory epithelium., adp; adipose, adr; adrenal, brst; breast, cln; colon, hrt; heart, lmph; lymph, ovr; ovary, prst; prostate, skl; skeletal muscle, tst; testis, thyr; thyroid, bld; blood
Fig. 3
Fig. 3
Phylogenetic analysis of the lipocalin family. The evolutionary branches of OBP1 and OBP2 are marked by curly brackets. Black circles indicate the fold change of a gene in olfactory epithelium relative to controls. The tree was constructed with MEGA6 [88] using the NJ method [87]. Red- mouse; blue - human
Fig. 4
Fig. 4
Expression profiles of OR genes. a the average expression of OR genes and pseudogenes per enumerated tissue. b, c respective expression profile for the same tissues for intact and pseudogenized genes. Tissue abbreviations as in Fig 2
Fig. 5
Fig. 5
Rank plots for the expression values of human and mouse ORs. a Ranked expression values. Red and pink respectively represent intact and pseudogenized mouse OR genes; Blue and light blue respectively represent intact and pseudogenized human OR genes. b Normalized cumulative expression values, colors as in (a)
Fig. 6
Fig. 6
Inter-individual patterns of OR expression. a Inter-individual correlation of the ORs expression level (red) versus the whole genome (grey) for samples OE12 and OE15. Data are presented on a log10 scale of the FPKM values. The Pearson correlation values are 0.35 for the OR genes and 0.9 for the whole genome. The complete data set is shown in Additional file 1: Figure S12. b Pearson correlation values for OE pairs shown by arrows: OE12,OE15 - red, OE12, OE17 – black, OE15, OE17 - blue. Also shown are distributions of Pearson correlation values obtained from 10,000 random sets for the respective pairs with same color code. The respective P values for the above pairs are <0.0001, 0.0004 and <0.0001. For the other three pairwise comparisons involving OE7 the P values were 0.0801 (OE7,OE12), <0.0001 (OE7, OE15), 0.46 (OE7-OE17), i.e. not significant (see text)
Fig. 7
Fig. 7
Genomic maps of OR transcripts. Transcripts are presented on a genomic scale, phased by the OR open reading frame (vertical thin lines). Thick blue/red lines are exons and thin gray lines are introns. Narrowly spaced transcripts are for the same OR gene. Transcripts with a disrupted open reading frame are in red. These are: OR52K1, OR2V1, OR6C75, OR4M1, OR51L1, OR2A1, OR10H4, OR2K2, OR2J3 and OR6F1
Fig. 8
Fig. 8
The OR transcripts. The transcripts are justified to the initiating methionine. The 5’ UTR region is in red, coding region in blue and 3’ UTR in light blue
Fig. 9
Fig. 9
Upstream binding site profile for the EBF family of transcription factors. Shown are summed counts of predicted binding sites in a 4 kb interval upstream to the transcription start site (TSS). This applies only OR genes for which a transcript defines one or more TSS

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