RESEARCH ARTICLE
Figures and figure supplements
Cooperative interactions enable singular olfactory receptor expression in mouse olfactory neurons
Kevin Monahan et al
Monahan et al. eLife 2017;6:e28620. DOI: https://doi.org/10.7554/eLife.28620 1 of 30 Research article Genes and Chromosomes
Lhx2 ChIP Ebf ChIP A 2 2 BCGenome Wide OR clusters Lhx2 Sites mOSN 1 1 Lhx2 Sites Ebf Sites bits 16,311 Ebf Sites 114 65 C C G C A AT T T A CGG C G G CC GTA G C T T G A CA G 0 TAATTA 0 CTT AAG 9,024 5 5 10 2 2 2 11,519 4,792 4,232 51 63 Known 1 1 bits
G T A A CG C GC C C AT CT GTGA CT CT AT GA GA 0 AAT 0 C C G G 5 5 10 p = 5.7e-09 p = 1.6e-15
D E ATAC ChIP Lhx2 ChIP Ebf chr2:36,107,000-37,507,000 Crete 300 kb 25 - 8 40 20 ATAC 0_ 4 - 20 10 90 Signal ChIP Lhx2 0 0 0 0_ -4kb Island 4 -4kb Island 4 -4kb Island 4 40 - ChIP Ebf 0_ 9 - ChIP H3K9me3 -2 _ Genes / ORs Greek Islands chr6:42,161,494-43,561,494 300 kb - Anafi Sfaktiria 35 0.5 6 0.5 27 0.5 14 ATAC _ 0 - 115 F ATAC ChIP Lhx2 ChIP Ebf ChIP Lhx2 8 40 20 0_ 85 - ChIP Ebf 4 20 10 0_ Signal - 9 0 0 0 ChIP H3K9me3 -2kbTSS TES 2 -2kbTSS TES 2 -2kbTSS TES 2 -2 _ Genes / ORs
chr2:36,107,000-37,507,000 300 kb Lipsi 20 - ATAC 0_ 55 - ORs ChIP Lhx2 0 _ 30 - ChIP Ebf 0_ 9- ChIP H3K9me3 -2 _ 0.5 6 0.5 27 0.5 14 Genes / ORs
Figure 1. Greek Islands represent Lhx2 and Ebf co-bound regions residing in heterochromatic OR clusters. (A) The top sequence motif identified for mOSN ChIP-seq peaks is shown above sequence motifs generated from previously reported Lhx2 (Folgueras et al., 2013) and Ebf (Lin et al., 2010) ChIP-seq data sets. mOSN ChIP-seq peaks were identified using HOMER and motif analysis was run on peaks present in both biological replicates. (B) Overlap between mOSN Lhx2 and Ebf bound sites genome-wide. See Figure 1—figure supplement 2 for analysis of ChIP-seq signal on Ebf and Lhx2 Co-bound sites within OR clusters. (C) Overlap between mOSN Lhx2 and Ebf bound sites within OR clusters. For each factor, co-bound sites are À À significantly more frequent within OR clusters than in the rest of the genome (p=5.702e 9 for Lhx2, p=1.6e 15 for Ebf, Binomial test). See Figure 1— figure supplement 2 for gene ontology analysis of peaks bound by Lhx2 and Ebf. (D) mOSN ATAC-seq and ChIP-seq signal tracks for three representative OR gene clusters. Values are reads per 10 million. Below the signal tracks, OR genes are depicted in red and non-OR genes are depicted in blue. Greek Island locations are marked. Anafi is a newly identified Greek Island, located in a small OR cluster upstream of the Sfaktiria cluster. See also Figure 1—figure supplement 3 and Supplementary file 1. For ATAC-seq, pooled data is shown from 4 biological replicates, for ChIP-seq, pooled data is shown from 2 biological replicates. For H3K9me3 ChIP-seq, input control signal is subtracted from ChIP signal prior to plotting. (E) mOSN ATAC-seq or ChIP-seq signal across 63 Greek Islands. Each row of the heatmap shows an 8 kb region centered on a Greek Island. Regions of high signal are shaded red. Mean signal across all elements is plotted above the heatmap, values are reads per 10 million. All heatmaps are Figure 1 continued on next page
Monahan et al. eLife 2017;6:e28620. DOI: https://doi.org/10.7554/eLife.28620 2 of 30 Research article Genes and Chromosomes
Figure 1 continued sorted in the same order, based upon ATAC-seq signal. See also Figure 1—figure supplement 3 and Supplementary file 1. For ATAC-seq, pooled data is shown from 4 biological replicates, for ChIP-seq, pooled data is shown from 2 biological replicates. See Figure 1—figure supplement 4 for a comparison of newly and previously identified Greek Islands, and Figure 1—figure supplement 5 for RNA-seq analysis of ORs with Greek Islands near the TSS. (F) mOSN ATAC-seq and ChIP-seq signal tracks on OR genes. Each row of the heatmap shows an OR gene scaled to 4 kb as well as the 2 kb regions upstream and downstream. Plots and heatmap are scaled the same as in Figure 1E. DOI: https://doi.org/10.7554/eLife.28620.002
Monahan et al. eLife 2017;6:e28620. DOI: https://doi.org/10.7554/eLife.28620 3 of 30 Research article Genes and Chromosomes
-log10(Binomial p value) GO Biological Process 0 5 10 15 positive regulation of axonogenesis positive regulation of axon extension regulation of calcium ion transport regulation of extent of cell growth regulation of cell size semaphorin-plexin signaling pathway regulation of mRNA processing regulation of axon extension
MSigDB Pathway Olfactory transduction Ca++/ Calmodulin-dependent Protein Kinase Activation
Figure 1—figure supplement 1. Gene Ontology terms associated with Ebf and Lhx2 co-bound sites. Top Gene Ontology terms from the Biological Process and MSigDB Pathway categories associated with genes proximal to sites bound by both Ebf and Lhx2. DOI: https://doi.org/10.7554/eLife.28620.003
Monahan et al. eLife 2017;6:e28620. DOI: https://doi.org/10.7554/eLife.28620 4 of 30 eas hr r nytopasi hsctgr.CI inli acltdb vrgn omlzdpa onsfo w ilgclreplicates. biological two from counts peak included normalized not averaging are by peaks calculated Ebf-only is OR-cluster signal peaks. ChIP of category. categories this different in for peaks peak) two each only in are reads there of because number (normalized strength peak ChIP-seq ed e 0mlin ohhamp r otdi h aeodr ae pnAA-e inl olddt ssonfo ilgclrpiae.( replicates. biological 2 from shown are is values data heatmap, Pooled the signal. above ATAC-seq plotted upon is based group order, each same for the signal in Mean sorted sites. are Lhx2) heatmaps or Both (Ebf million. bound 10 singly per OR-cluster reads to compared Islands) (Greek peaks est lto h itiuino ek vrLx hPsqpa tegh(omlzdnme frasi ahpa)frdfeetctgre fpeaks. of categories different for peak) ( each replicates. in biological reads two of from number counts (normalized peak strength normalized peak averaging ChIP-seq by Lhx2 calculated over is peaks signal of ChIP distribution the of plot Density O:https://doi.org/10.7554/eLife.28620.004 DOI: 2. supplement 1—figure Figure Monahan A OR Cluster Sites Ebf or Lhx2 or Ebf Ebf+Lhx2 tal et eerharticle Research Lf 2017;6:e28620. eLife .
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(Ebf or Lhx2) (Ebf+Lhx2) 0 -4kb . 27 0.5 ChIP Lhx2 ChIP Peak obnigo b n h2wti Rcutr.( clusters. OR within Lhx2 and Ebf of Co-binding 4 O:https://doi.org/10.7554/eLife.28620 DOI: 20 10 0 4bPa 4 Peak -4kb . 14 0.5 ChIP Ebf ChIP B Density 0.0 0.2 0.4 0.6 ChIP PeakStrengthby Type Log2(Lhx2 ChIPSignal) . . 10.0 7.5 5.0 Greek Islands Ebf+Lhx2 OR-cluster Lhx2-only Lhx2-only A ONLx n b hPsqsga nO lse b +Lhx2 Ebf Cluster OR on signal ChIP-seq Ebf and Lhx2 mOSN ) C est lto h itiuino ek vrEbf over peaks of distribution the of plot Density ) C Density 0.0 0.2 0.4 0.6 ChIP PeakStrengthby Type 012 10 8 6 4 Log2(Ebf ChIPSignal) Greek Islands Ebf-only Ebf+Lhx2 ee n Chromosomes and Genes f30 of 5 B ) Research article Genes and Chromosomes
chr6:42,865,500-42,874,499 chr11:74,031,930-74,040,929 chr2:37,123,665-37,132,664 A 2 kb 2 kb 2 kb Sfaktiria Crete Lipsi 9 - 9 - 9 -
ChIP H3K9me3 0 _ 0 _ 0 _ 11 - 11 - 10 -
ChIP H3K79me3 0 _ -0.5 _ 0 _ 1 - 1 - 1 -
ChIP H3K27ac 0 _ 0 _ 0 _ 35 - 25 - 20 -
ATAC
0 _ 0 _ 0 _ 115 - 90 - 55 -
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0.2 6.4 0.2 7.6 0.1 0.7
Figure 1—figure supplement 3. Histone modifications proximal to Greek Islands. (A) ATAC-seq and ChIP-seq signal tracks for three Greek Islands, Sfaktiria, Crete and Lipsi. Greek Island position is highlighted in yellow. For heterochromatin modifications (H3K9me3 and H3K79me3), input control signal is subtracted from ChIP signal. Pooled data is shown from 4 biological replicates for ATAC-seq, 2 biological replicates for Lhx2, Ebf, H3K9me3, and H3K27ac, and one replicate for HeK79me3. (B) ChIP-seq signal for histone modifications associated with heterochromatin and active enhancers in the vicinity of Greek Islands. Pooled data is shown from 2 biological replicates for H3K9me3 and H3K27ac, and one replicate for HeK79me3. DOI: https://doi.org/10.7554/eLife.28620.005
Monahan et al. eLife 2017;6:e28620. DOI: https://doi.org/10.7554/eLife.28620 6 of 30 Research article Genes and Chromosomes
ATAC ChIP-Lhx2 ChIP-Ebf ChIP H3K9me3 ChIP H3K27ac ChIP H3K79me3 14 60 30 5 0.7 6 Original Islands 0.6 12 50 25 5 New Islands 4 10 0.5 40 20 4 8 3 0.4 30 15 3 0.3 Signal 6 2 20 10 2 4 0.2 1 1 2 10 5 0.1 0 0 0.0 -4kb Peak 4 -4 Peak 4 -4 Peak 4 -4 Peak 4 -4 Peak 4-4 Peak 4
Figure 1—figure supplement 4. Comparison of new and previously identified Greek Islands. Mean ATAC-seq or ChIP-seq signal for previously identified Greek Islands (Markenscoff-Papadimitriou et al., 2014) (blue shaded) that are bound by Ebf and Lhx2 compared to newly identified Ebf and Lhx2 bound islands (green shaded). Pooled data is shown from 4 biological replicates for ATAC-seq, 2 biological replicates for Lhx2, Ebf, H3K9me3, and H3K27ac, and one replicate for HeK79me3. DOI: https://doi.org/10.7554/eLife.28620.006
Monahan et al. eLife 2017;6:e28620. DOI: https://doi.org/10.7554/eLife.28620 7 of 30 Research article Genes and Chromosomes
ORs without ORs with Island Island
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Figure 1—figure supplement 5. Greek Islands represent Lhx2 and Ebf co-bound regions residing in heterochromatic OR clusters. Level of expression (FPKM) for OR genes in mOSNs determined by RNA- seq. ORs with a Greek Island within 500 bp of the annotated TSS are plotted separately and in red. FPKM is the mean of three biological replicates. DOI: https://doi.org/10.7554/eLife.28620.007
Monahan et al. eLife 2017;6:e28620. DOI: https://doi.org/10.7554/eLife.28620 8 of 30 iue2cniudo etpage next on continued 2 Figure iue2. Figure bearing Monahan D C A
Olfr17-IRES-GFP ATAC Signal
Signal 12 36 - 36 - 36 - 0 _ 0 _ 0 _ re sadacsiiiyi needn fO rmtrcoc.( choice. promoter OR of independent is accessibility island Greek Olfr714 tal et Greek Islands 0 4 8 4bPa 4 Peak -4kb chr14:52,461,399-52,521,399 chr9:37,698,000-37,758,000 chr7:107,066,538-107,126,538 Olfr17-IRES-GFP . 5.5 0.5 eerharticle Research 10 kb 10 kb 10 kb Lf 2017;6:e28620. eLife . mOSN Olfr874 * Olfr1507 Olfr17 , Olfr151-IRES-tauGFP Olfr17+ OSNs Olfr151 4Pa 4 Peak -4 . 5.5 0.5 Olfr151-IRES-tauGFP Gm10081 Olfr17+ OSNs Olfr17+ O:https://doi.org/10.7554/eLife.28620 DOI: Olfr1508 * Olfr160 or , 36 - 36 - 36 - Olfr714 0 _ 0 _ 0 _ Olfr1507-IRES-GFP 4Pa 4 Peak -4 . 5.5 0.5 Olfr151+ OSNs Olfr151+ Olfr874 Olfr1507 * Olfr1507-IRES-GFP Olfr17 Olfr151+ OSNs Olfr151 lee.Nce r tie ihDP bu) ( (blue). DAPI with stained are Nuclei alleles. 4Pa 4 Peak -4 . 5.5 0.5 Gm10081 A Olfr1508 F loecne(re)i O isescin rmautmice adult from sections tissue MOE in (green) fluorescence GFP ) Olfr1507+ OSNs Olfr1507+ Olfr160 * B 36 - 36 - 36 - Olfr714 0 _ 0 _ 0 _
Log2 Fold Change Log Fold2 Change Log Fold2 Change E
(Olfr1507+ - mOSN) (Olfr151+ - mOSN) (Olfr17+ - mOSN) Olfr874 Olfr1507 í 0 5 í 0 5 í 0 5 ATACseq PeaksinORSortedCellsvsmOSNs Olfr17 Log2(Normalized SignalinPeak) Olfr1507+ OSNs 01 14 12 10 8 6 4 01 14 12 10 8 6 4 01 14 12 10 8 6 4 / Olfr151 = GreekIslands * B Gm10081 ersnaieFC aafor data FACS Representative ) Olfr1508 Olfr160 ee n Chromosomes and Genes f30 of 9 Olfr- Research article Genes and Chromosomes
Figure 2 continued IRES-GFP mice. Data is shown from Olfr151-IRES-GFP mice. Viable (DAPI negative), GFP+ cells were collected for ATAC-seq. (C) ATAC-seq signal tracks from GFP+ cells sorted from Olfr17-IRES-GFP (red), Olfr151-IRES-GFP (blue), or Olfr1507-IRES-GFP (green) mice. Values are reads per 10 million. The region spanning each targeted OR is shown for all three lines. See also Figure 2—figure supplement 1. Pooled data is shown for 2 biological replicates. (D) ATAC-seq signal over Greek Islands is shown for mOSNs and each Olfr-IRES-GFP line. All samples are sorted by signal in mOSNs. A blue arrow marks the H Enhancer, which is the Greek Island proximal to Olfr1507. A blue asterisk marks Kimolos, the Greek Island proximal to Olfr151, which has the strongest change in signal relative to mOSNs. See also Figure 2—figure supplement 2. Pooled data is shown for 4 biological replicates for mOSNs, and 2 biological replicates for each Olfr-IRES-GFP sorted population. (E) MA-plots showing fold change in ATAC-seq signal for each sorted Olfr-IRES-GFP population compared to mOSNs. Peak strength (normalized reads in peak) and fold change are shown for all ATAC-seq peaks; peaks that are not significantly changed are black and peaks that are significantly changed (FDR < 0.001) are gold. Greek Islands are plotted as larger dots and are shown in red if significantly changed. Kimolos is marked with an asterisk in Olfr151 expressing cells, and H is marked with an arrow in Olfr1507 expressing cells. See also Figure 2—figure supplement 2. DOI: https://doi.org/10.7554/eLife.28620.013
Monahan et al. eLife 2017;6:e28620. DOI: https://doi.org/10.7554/eLife.28620 10 of 30 Research article Genes and Chromosomes
A All Genes - Grouped by Level of Expression 50 1st Quartile 40 2nd Quartile 3rd Quartile 4th Quartile 30
20
10 mOSN ATAC Signal ATAC mOSN 0 -5kb TSS TES 5
B Olfr17 30 mOSN 25 Olfr17+ 20
15
10 ATAC Signal ATAC 5
0 -5kb TSS TES 5
Olfr1507 C 14 12 mOSN Olfr1507+ 10 8 6 4
ATAC Signal ATAC 2 0 -5kb TSS TES 5
Figure 2—figure supplement 1. High Accessibility near the OR transcription end site. Signal plots are from pooled data from 4 biological replicates for mOSNs and 2 replicates each for Olfr17-IRES-GFP+, and Olfr1507-IRES-GFP+cells. (A) Profile of mean mOSN ATAC-seq signal over all genes. Genes are grouped into quartiles by level of expression in mOSNs. (B) Profile of ATAC-seq signal over Olfr17 in all mOSNs and Olfr17-IRES-GFP expressing OSNs. (C) Profile of ATAC-seq signal over Olfr1507 in all mOSNs and Olfr1507-IRES-GFP expressing OSNs. DOI: https://doi.org/10.7554/eLife.28620.014
Monahan et al. eLife 2017;6:e28620. DOI: https://doi.org/10.7554/eLife.28620 11 of 30 Research article Genes and Chromosomes
A 0 _ chr14:52,451,868-52,571,868 30 kb 20 - Olfr17+ 0 _ 20 - Olfr151+ ATAC 0 _ 20 - Olfr1507+ 0 _ UCSC Genes /ORs Olfr1507
B 0_ chr9:37,648,666-37,768,666 30 kb 40 - Olfr17+ 0_ 40 - Olfr151+ * ATAC 0_ 40 - Olfr1507+ 0_ UCSC Genes /ORs Olfr151
Figure 2—figure supplement 2. Greek island accessibility is independent of OR promoter choice. Signal plots are from 2 replicates each for Olfr17-IRES-GFP+, Olfr151-IRES-GFP+, and Olfr1507-IRES-GFP+cells. (A) ATAC-seq signal in the vicinity of Olfr1507 for each Olfr-IRES-GFP population. A blue arrow marks the location of H. (B) ATAC-seq signal in the vicinity of Olfr151 for each Olfr-IRES-GFP population. A blue asterisk marks Kimolos, the Greek Island with greatly increased signal in Olfr151-IRES-GFP expressing cells relative to mOSNs. DOI: https://doi.org/10.7554/eLife.28620.015
Monahan et al. eLife 2017;6:e28620. DOI: https://doi.org/10.7554/eLife.28620 12 of 30 Research article Genes and Chromosomes
AB C 1.00 Ebf 2 0.6 Ebf Motif 1 bits 0.75 p<2.2e-16 C C G 0.5 T A A C TG G G C
T T A CA G 0 CTT AAG Greek Islands 2 5 10 0.4 Co-bound Sites Composite Motif 1 0.50 bits G Genome Wide G T T GC C A G GG C T G T A A C p=1.2e-13 C T T G T TA A T G 0.3 TG C C AA TA TA 0 ATA GAAT CAC AT A5 10 15 20 OR promoters 2 0.25 0.2 Lhx2 Motif 1 bits C End Density Fragment ATAC AT CGG 0.1 0 CTCA GTGATA AT 5 0 Lhx2 Proportion of Sites with Motif Scoring < X 0.0 í í 0 5 10 15 -200 bpComposite Motif 200 Composite Motif Score