Figures and data
β-adrenergic receptors mediate stress-induced transcriptomic changes in the hippocampus and are independent of subregion and sex.
a, Experimental design for assessing stress-induced cortical noradrenaline (NA) turnover at various time points following stress exposure. b, Stress-dependent changes in cortical NA turnover, as measured by the ratio of 3-Methoxy-4-hydroxyphenylglycol (MHPG) and NA levels. NA turnover significantly increased within 45 min and returned to baseline within 90 min of stress onset (one-way ANOVA with Tukey’s post hoc tests; F(5, 24) = 10.55, p < 0.0001). n = 5 per group and individual data points are shown with bars representing mean ± s.e.m. c, Experimental design for assessing the effect of prazosin (Pra, 1 mg/kg, i.p.) and propranolol (Pro, 10 mg/kg, i.p.) on stress-dependent transcriptomic changes in the dorsal (dHC) and ventral (vHC) hippocampus 45 min after stress exposure. d, Heatmap showing all differentially expressed genes across dHC and vHC and pharmacological treatments 45 min after acute swim stress exposure. n = 6 per group. e, Heatmap selectively showing those stress-responsive genes that are affected by the β-adrenergic receptor antagonist propranolol 45 min after acute swim stress exposure in the dHC and vHC (FDR-adjusted p < 0.05). f, Experimental design for assessing propranolol-dependent changes in the vHC of female and male mice. n = 5 per group. g, Heatmap showing - across the two experiments - the expression of all stress-dependent genes that are affected by propranolol treatment in either region (dHC and vHC; FDR-adjusted p < 0.05). h, Comparison of the modulating effect of propranolol on the stress response (log2-fold-changes of the stress:propranolol interaction term) in males and females, across both experiments and regions.
Locus Coeruleus-mediated transcriptomic changes in the hippocampus.
a, Experimental design for assessing LC activation and cortical NA release induced by injection of yohimbine (3 mg/kg, i.p.). b, Representative images and quantification of LC activation in mice 90 min after injection of vehicle or yohimbine as measured by cFos (red) and tyrosine hydroxylase (TH, green) coexpression within LC neurons. Yohimbine injection increased cFos expression within LC neurons compared to vehicle-injected animals (unpaired t test; t(8.9) = −8.814, p = 1.083e-05). Vehicle, n = 4; Yohimbine n = 7. Scale bar: 100μm. c, Experimental design for comparing molecular changes in the hippocampus after acute swim stress exposure or yohimbine administration. d, Volcano plots showing differentially expressed RNA transcripts in the dorsal (dHC) and ventral (vHC) hippocampus between control (Veh) and yohimbine (Yoh) injected animals 45 min after injection. Red and blue values represent changes with FDR-adjusted p<0.05 (Veh n = 6, Yoh n = 6). e, Strength of the yohimbine effect in comparison to the transcriptomic stress response. Data are sorted by interaction strength in the stress group (orange) and the corresponding interaction strength of the yohimbine group are shown in dark red for the same gene. f, Experimental design for assessing LC activation and hippocampal transcriptomic changes induced by chemogenetic LC activation. g, Representative images and quantification of LC activation in mice 45 min after injection of clozapine (0.03 mg/kg) in hM3Dq- and hM3Dq+ animals as measured by cFos (green) and tyrosine hydroxylase (TH, red) coexpression within LC neurons. Neurons are stained with Nissl (blue). Clozapine injection increased cFos expression within LC neurons in hM3Dq+ animals compared to hM3Dq-animals (one way ANOVA; F(3, 23) = 135.4, p = 9.34e-15). hM3Dq-n = 6, hM3Dq+ n = 7. Scale bar: 100μm. h, Volcano plots showing differentially expressed RNA transcripts between hM3Dq- and hM3Dq+ animals 45 min after injection of clozapine (0.03 mg/kg) in the dHC and vHC. Red and blue values represent changes with FDR-adjusted p<0.05 (hM3Dq- n = 6, hM3Dq+ n = 7). i, Experimental design for assessing LC activation, cortical NA release, pupillometry and hippocampal transcriptomic changes induced by optogenetic 5 Hz LC activation. j, Representative images and quantification of LC activation in mice after 5 Hz optogenetic LC activation as measured by cFos (red) and tyrosine hydroxylase (TH, green) coexpression within LC neurons in stimulated and non-stimulated LC hemispheres of ChR2- and ChR2+ animals. 5 Hz stimulation increased cFos expression within LC neurons in stimulated LC hemispheres of ChR2+, but not in ChR2-animals 45 min (one-way ANOVA with Tukey’s post hoc tests; F(3, 14) = 12.91, p = 0.000256) and 90 min after stimulation onset (one way ANOVA with Tukey’s post hoc tests; F(3, 14) = 5.866, p = 0.00824). ChR2- (45 min), n = 5; ChR2- (90 min), n = 5; ChR2+ (45 min), n = 4; ChR2+ (90 min), n = 4. Scale bar: 100μm. k, Quantification of cortical MHPG/NA ratio, as measured by uHPLC, after 5 Hz optogenetic LC activation in ChR2- and ChR2+ animals. 5 Hz stimulation increased cortical NA turnover in ChR2+ animals (unpaired t test; 45 min: t(3.6) = 8.444, p = 0.001681; 90 min: t(4.0854) =3.4127, p = 0.02608). ChR2-45min, n = 5; ChR2-90min, n = 5; ChR2+ 45min, n = 6; ChR2+ 90min, n = 5. l, Average pupil size changes in response to 5 Hz optogenetic LC activation in ChR2- and ChR2+ animals. 5 Hz stimulation increased pupil size in ChR2+, but not ChR2-animals. m, Volcano plots showing differentially-expressed RNA transcripts between ChR2- and ChR2+ animals 45 and 90 min after 5 Hz optogenetic LC activation in the ventral (vHC) hippocampus. Red and blue values represent changes with FDR-adjusted p<0.05 (ChR2- n = 10, ChR2+ n = 11). n, Heatmap showing genes that are commonly differentially expressed by yohimbine, chemogenetic and optogenetic induced LC activation. o, Logarithmic cumulative rank of genes across all experiments from figure 1 and 2 in terms of their NA responsiveness. A lower cumulative rank indicates that a gene is among the more significant hits across all analyses (for full list of included analyses see methods). Labels indicate the 10 genes identified to be most responsive to LC-NA stimulation. *p < 0.05, **p < 0.01, ***p < 0.001, ****p < 0.0001.
LC-NA mediated molecular responses in the hippocampus are independent of LC firing pattern and frequency and are directly stimulated via hippocampus-projecting LC neurons.
a, Experimental design for assessing molecular changes in the hippocampus induced by optogenetic LC activation with tonic (3 Hz and 5 Hz) and phasic (15 Hz) firing patterns. b, Radial plots showing expression changes (based on the logFC) of the most LC-NA-responsive genes after optogenetic LC activation in ChR2+ animals compared to controls (Sham n = 6, 3 Hz n = 6, 5 Hz n = 7, 15 Hz n = 6). Black borders indicate that the gene is upregulated, blue border downregulated. c, Experimental design for assessing molecular changes in the hippocampus induced by retrograde optogenetic 5 Hz activation of hippocampus projecting LC neurons (LCHC). d, Representative images of retrograde mCherry (mCh, red) and ChR2-EYFP (EYFP, green) expression in tyrosine hydroxylase (TH, blue) positive LC neurons across hemispheres. e, Cortical and right dorsal hippocampal (RH-dHC) NA turnover as measured by ultra-high performance liquid chromatography 45 min after 5 Hz optogenetic activation of LCHC neurons in ChR2- and ChR2+ animals. 5 Hz stimulation of LCHC neurons increased dorsal hippocampal but not cortical NA turnover in ChR2+ animals (unpaired t test; t(17.43) = −5.5997, p = 2.911e-05). ChR2-, n = 12; ChR2+, n = 12. ****p < 0.0001. f, Average pupil size changes in response to 5 Hz optogenetic activation of LCHC projecting neurons in ChR2- and ChR2+ animals. g, Radial plots showing expression changes (based on the logFC) of the top ten LC-NA responsive genes in response to optogenetic LCHC activation with tonic 5 Hz stimulation in ChR2+ animals compared to ChR2-45 min after stimulation onset (ChR2-n = 12, ChR2+ n = 12). h, Selective boxplots of NA-responsive genes Dio2, Ppp1r3c, Ppp1r3g, Sik1 and Nr4a1 in response to 5 Hz optogenetic activation of LCHC projecting neurons in ChR2- and ChR2+ animals 45 min after stimulation onset. (ChR2- n = 12, ChR2+ n = 12). 5 Hz optogenetic activation of LCHC projecting neurons increased hippocampal expression of Dio2, Ppp1r3c, Ppp1r3g and Nr4a1. *p < 0.05, **p < 0.01, ***p < 0.001, ****p < 0.0001.
Screening of publicly available datasets shows that the noradrenaline-regulated genes Dio2, Ppp1r3c, Ppp1r3g, Sik1 and Nr4a1 are induced by various stressors predominantly in astrocytes.
a, Experimental design for assessing transcriptomic changes in the hippocampus induced by different stressors as performed by (Floriou-Servou et al. 2018). These stressors included a 10 min exposure to the open field test (Novelty), a 6 min cold swim stress (Swim), a 30 min immobilization stress (Restraint) and exposure to a 1 mA footshock (Footshock). b, Selective boxplots of top NA-responsive genes Dio2, Ppp1r3c, Ppp1r3g, Sik1 and Nr4a1 in response to different stressors. Control n = 10, Novelty n = 5, Swim n =5, Restraint n = 10, Footshock n = 5. c, Experimental design for assessing transcriptomic changes in the dorsal and ventral hippocampus across 4 hours following acute swim stress exposure as performed by von Ziegler et. al. d, Selective boxplots showing expression changes of top NA-responsive genes Dio2, Ppp1r3c, Ppp1r3g, Sik1 and Nr4a1 across 4 hours following acute swim stress exposure. Control n = 8, 45 min n = 8, 90 min n = 7, 120 min n = 7, 180 min n = 7, 240 min n = 7. e, Experimental design for assessing single cell transcriptomic changes in the hippocampus 45 min following acute swim stress exposure by single-nucleus RNA sequencing as performed by von Ziegler et. al (von Ziegler et al. 2022). f, Selective boxplots showing expression changes of top NA-responsive genes Dio2, Ppp1r3c, Ppp1r3g, Sik1 and Nr4a1 across cell types of the hippocampus 45 min following acute swim stress exposure. Control n = 2, Stress n = 2. g, Experimental design for assessing actively translated RNA in the somatosensory cortex 90 min following a 20 min acute swim stress exposure by TRAP sequencing as performed by Murphy-Royal et. al (Murphy-Royal et al. 2020). h, Selective boxplots of top NA-responsive genes Dio2, Ppp1r3c, Ppp1r3g, Sik1 and Nr4a1 in the somatosensory cortex 90 min following a 20 min acute swim stress exposure. Acute stress increases the binding of Dio2, Ppp1r3c, Ppp1r3g and Nr4a1 mRNA to the ribosome. Control n = 4, Stress n = 4. *p<0.05, **p < 0.01, ***p < 0.001, ****p < 0.0001.
In-depth analysis of noradrenergic contribution to stress-induced transcriptomic changes in the hippocampus.
a, Volcano plots showing differentially expressed RNA transcripts between vehicle (Veh, i.p.), prazosin (Pra, 1 mg/kg, i.p.) and propranolol (Pro, 10 mg/kg, i.p.) injected animals 45 min after onset of acute swim stress exposure. Red and blue values represent changes with FDR-adjusted p<0.05 (n = 6 per group). b, Strength of the prazosin effect on the transcriptomic stress response. Data are sorted by interaction strength in the stress group (orange) and the corresponding interaction strength of the stress+prazosin group are shown in lightblue for the same gene. c, Strength of the propranolol effect on the transcriptomic stress response. Data are sorted by interaction strength in the stress group (orange) and the corresponding interaction strength of the stress+prazosin group are shown in dark blue for the same gene. d, Heatmap showing expression, across both experiments and regions, of all stress genes with a significant stress:propranolol interaction. e, Expression (in the vHC) of the genes from Figure 1h showing the largest differences (none statistically significant) in the stress:propranolol interaction term between males and females. f, Comparison of the transcriptomic changes 45min after stress between males and females, in a meta-analysis of 71 vHC samples. The fold-change estimates were obtained using DESeq2 with apeglm-shrinkage (A. Zhu, Ibrahim, and Love 2018). Vertical bars show the standard error of the fold-change estimates. g, (Unshrunk) fold-change estimates of propranolol-sensitive genes upon stress in males and females, based on the meta-analysis. h, Experimental design for assessing the effect of intrahippocampal infusion of isoproterenol (3 μg/hemisphere) on expression of selected genes in the dorsal hippocampus (dHC) 90 min after infusion in the absence of stress. Representative image shows the cannula placement (dashed line) in the dHC stained by Nissl (blue) i, Boxplots showing the expression of selected stress- and propranolol-responsive genes (Apold1, Dio2 and Sik1) 90 min after infusion of isoproterenol (3 μg/hemisphere) into the dHC, as measured by quantitative real-time PCR. Isoproterenol increased the expression of Dio2 (unpaired t test; t(9) = 2.637, p = 0.02706) and Sik1 (welch unpaired t test; t(3.3) = 3.176, p = 0.04428). Vehicle, n = 7; Isoproterenol, n = 4. *p < 0.05.
Yohimbine-induced changes in NA turnover and gene expression, and validation of opto- and chemogenetic NA release in the hippocampus.
a, Quantification of cortical MHPG/NA ratio, as measured by uHPLC, 90 min after systemic injection of vehicle or yohimbine (3 mg/kg, i.p.). Yohimbine increases cortical NA turnover (unpaired t test; t(8.9) = −20.099, p = 1.015e-08). Vehicle, n = 6; Yohimbine, n = 7. b, Volcano plots showing differentially expressed RNA transcripts between control (C) and acute stress (S) or yohimbine (Yoh) injected animals 45 min after stress or yohimbine injection in the dorsal (dHC) and ventral (vHC) hippocampus, as well as a direct comparison between the two responses. Red and blue values represent changes with FDR-adjusted p<0.05 (Veh n = 5, Yoh n = 5). ****p < 0.0001. c, Schematic of fiber photometry recording of hippocampal NA during chemogenetic activation of the LC. After 5 min of baseline recording in the homecage animals were injected with clozapine (0.03mg/kg, i.p.) and placed in the OFT for 21min. d, Average ΔF/F traces of GRABNE2m photometry recordings in response to chemogenetic activation of the LC (mean±SEM for hM3DGq+ and hM3DGq-split into females and males, n=3/group/sex). e, Peak ΔF/F response of fiber photometry trace. f, Schematic of fiber photometry recording of hippocampal NA during optogenetic activation of the LC. Animals were lightly anesthetized (1.5% isoflurane) and recorded in a stereotaxic frame. After 1 min baseline recording, animals were stimulated three times with 5Hz for 10s (10ms pulse width, ∼8mW laser power) and recorded for 2 min post-stimulation. g, Average ΔF/F traces of the NA sensors GRABNE1m and nLightG in response to optogenetic activation of the LC (mean±SEM for females and males, n(females)= 10, n(males)=5. h, Peak ΔF/F response of fiber photometry traces.
Effects of acute stress and noradrenergic stimulation on anxiety-like behavior in the open field test.
a, Stress-induced changes in the open field test 45 min after stress onset. Stressed animals show overall reductions in distance traveled (unpaired t-test; t=3.55, df=22, p=0.0018), time in center (welch unpaired t-test; t=3.50, df=13.61, p=0.0036), supported rears (unpaired t-test; t=3.39, df=22, p=0.0026) and unsupported rears (unpaired t-test; t=5.53, df=22, p = 1.47e-05) compared to controls (Control n = 12; Stress n = 12). This data have been previously published (von Ziegler et al. 2022). b, Yohimbine (3 mg/kg, i.p.) injected animals show reduced distance traveled (unpaired t-test; t=2.39, df=10, p=0.03772), reduced supported rears (unpaired t-test; t=6.56, df=10, p=0.00006) and reduced unsupported rears (welch unpaired t-test; t=3.69, df=4.4, p = 0.01785) compared to vehicle injected animals (Vehicle n = 6; Yohimbine n = 7). c, Chemogenetic LC activation induced changes in the open field test immediately after clozapine (0.03 mg/kg, i.p.) injection. hM3Dq+ animals show reduced distance traveled (unpaired t-test; t=6.28, df=13, p=0.00003), reduced supported rears (unpaired t-test; t=4.28, df=13, p=0.0009), as well as reduced unsupported rears (welch unpaired t-test; t=4.28, df=13, p = 0.00437) compared to hM3D-animals (hM3Dq- n = 7; hM3Dq+ n = 8). d, Optogenetic 5 Hz LC activation induced changes during the open field test. ChR2+ animals show reduced supported rears (unpaired t-test; t=2.42, df=64, p=0.0185) and reduced unsupported rears (unpaired t-test; t=2.91, df=64, p = 0.00499) compared to ChR2-animals (ChR2-n = 32; ChR2+ n = 36). Data expressed as mean ± SEM. *p < 0.05, **p < 0.01, ***p < 0.001, ****p < 0.0001.
Expression of Dio2, Ppp1r3c, Ppp1r3g and Sik1 is consistent across pharmacological, chemogenetic and optogenetic manipulations of the noradrenergic system.
a, Selective boxplots showing the expression changes of top 4 most responsive genes across all LC-NA manipulations. Dio2, Ppp1r3c, Ppp1r3g and Sik1 are plotted across experiments in response to acute swim stress exposure, yohimbine (3 mg/kg, i.p.), swim stress and propranolol (10 mg/kg, i.p.), swim stress and prazosin (1 mg/kg, i.p.), as well as chemogenetic and optogenetic LC activation.
Neuronal immediate early genes in the hippocampus are not regulated by noradrenaline signaling. a, Selective boxplots showing the expression changes of genes associated with neuronal activation (Arc, Dusp1, Egr1, Fos and Npas4) across experiments in response to acute stress and noradrenergic manipulation. Propranolol was not able to block the stress-induced expression of these genes, and locus coeruleus stimulation was not able to mimic their stress-induced upregulation.
Sex dependent expression of Ctla2b in the ventral hippocampus of female and male mice.
a, Selective boxplot of Ctla2b expression - from data shown in figure 1g-h - in response to acute swim stress and propranolol 45 min after stress onset in female and male mice. n = 4 per group.
