文档库 最新最全的文档下载
当前位置:文档库 › Nature 2014 beta-catenin mediates stress resilience through Dicer1 microRNA regulation

Nature 2014 beta-catenin mediates stress resilience through Dicer1 microRNA regulation

ARTICLE

doi:10.1038/nature13976

b -catenin mediates stress resilience through Dicer1/microRNA regulation

Caroline Dias 1*,Jian Feng 1*,Haosheng Sun 1,Ning yi Shao 1,Michelle S.Mazei-Robison 1{,Diane Damez-Werno 1,Kimberly Scobie 1,

Rosemary Bagot 1,Benoit LaBonte

′1,Efrain Ribeiro 1,XiaoChuan Liu 1,Pamela Kennedy 1{,Vincent Vialou 1{,Deveroux Ferguson 1{,Catherine Pen

?a 1,Erin S.Calipari 1,Ja W ook Koo 1,Ezekiell Mouzon 1,Subroto Ghose 2,Carol Tamminga 2,Rachael Neve 3,Li Shen 1&Eric J.Nestler 1

b -catenin is a multi-functional protein that has an important role in the mature central nervous system;its dysfunction has been implicated in several neuropsychiatri

c disorders,including depression.Here we show that in mice b -catenin mediates pro-resilient an

d anxiolytic effects in th

e nucleus accumbens,a key brain reward region,an effect mediated by D2-type medium spiny https://www.wendangku.net/doc/456287365.html,ing genome-wide b -catenin enrichment mapping,we identify Dicer1—important in small RNA (for example,microRNA)biogenesis—as a b -catenin target gene that mediates resilience.Small RNA profiling after excising b -catenin from nucleus accumbens in the context o

f chronic stress reveals b -catenin-dependent microRNA regulation associated with resilience.Together,these findings establish b -catenin as a critical regulator in the develop-ment of behavioural resilience,activatin

g a network that includes Dicer1and downstream microRNAs.We thus present a foundation for the development of novel therapeutic targets to promote stress resilience.Despite decades of research,the molecular pathophysiology of depres-sion remains elusive.One molecular player implicated in neuropsy-chiatric illnesses,including depression,is b -catenin 1–5.In addition to having a structural role at synapses,b -catenin mediates the transcrip-tional output of canonical Wnt signalling 6–8.This multi-functionality has made it difficult to untangle the mechanism throug

h which b -catenin might contribute to pathological states.We recently demonstrated the involvement of upstream Wnt signalling in the nucleus accumbens (NAc)in mouse depression models,with impaired signalling mediating sus-ceptibility to social stress and increased signalling mediating resili-ence 9.We thus began by studying the behavioural role of b -catenin in this brain region.

b -catenin mediates resilience and anxiolyti

c responses

We overexpressed b -catenin in a herpes simplex virus (HSV)vector in NAc (Fig.1a;Extended Data Fig.1a),which increases b -catenin solely in the nuclear compartment,as measured by subcellular fractionation and immunohistochemistry (IHC),whereas global N-cadherin/b -catenin complexes were unaffected (Extended Data Fig.1b,c).This suggests that HSV-b -catenin selectively activates the transcriptional function of the protein,without having direct effects on N-cadherin at synapses,con-sistent with earlier work in cultured cells 10.

We next overexpressed b -catenin in NAc during accelerated social defeat stress (ASD)11,12.We found that,while HSV-GFP injected control animals developed social avoidance,an indicator of depression-like beha-viour,overexpression of b -catenin prevented this phenotype (Fig.1b).Furthermore,in baseline behavioural assays,b -catenin mediated an antidepressant-like response in the forced swim test (FST)(Fig.1c),and anxiolytic effects in the elevated plus maze (EPM)(Fig.1d).We saw no changes in sucrose preference or cocaine conditioned place pref-erence (data not shown),suggesting that b -catenin does not cause hedonic

changes.To confirm the pro-resilient effect of b -catenin,we used a stabilized b -catenin mutant (S33Y)13,and found identical results for wild-type b -catenin in the ASD and FST (Supplementary Notes),with no change in sucrose preference (data not shown).Finally,cell-type-specific overexpression of b -catenin in D2-but not D1-type medium spiny neurons (MSNs)in NAc (Fig.1e,Extended Data Fig.2a)induced a pro-resilient phenotype.

We also investigated the consequences of blocking b -catenin sig-nalling in NAc with two approaches:excising b -catenin from NAc of conditional floxed mice (Extended Data Fig.2b)and overexpressing a behaviourally validated dominant negative b -catenin mutant (Extended Data Fig.2c)14.Both manipulations promoted susceptibility to stress in mice subjected to a sub-threshold defeat procedure (Fig 1f,g).Excising b -catenin from NAc caused no change in social interaction or locomo-tion in control animals,demonstrating a specific association with stress (Extended Data Fig.3a–c).These results establish a critical role for b -catenin signalling in NAc in behavioural resilience.

To explore the endogenous activity of b -catenin in depression,we examined its transcriptional activity in post-mortem NAc of depressed humans.Axin2,a universal readout of activated canonical b -catenin signalling,was robustly suppressed in NAc of depressed humans (Fig.2a,Supplementary Table 1,Extended Data Fig.4a).In contrast,total N-cadherin and b -catenin messenger RNA levels were unchanged,point-ing specifically to b -catenin nuclear function alterations in depression.There was also suppression of Tcf3and Tcf4(T cell transcription factors 3and 4)levels in depressed patients (Fig.2a);these are two of several transcription factors through which b -catenin acts.Together,these data demonstrate downregulation of the transcriptional output of b -catenin in NAc in human depression.

We next investigated Axin2mRNA levels in mouse NAc 48h after chronic social defeat stress (CSDS).We found no difference between

*These authors contributed equally to this work.

1

Fishberg Department of Neuroscience and Friedman Brain Institute,Icahn School of Medicine at Mount Sinai,New York,New York 10029,USA.2Department of Psychiatry,University of Texas

Southwestern,Dallas,Texas 75390,USA.3Department of Brain and Cognitive Sciences,Massachusetts Institute of Technology,Cambridge,Massachusetts 02139,USA.{Present addresses:Department of Physiology,Michigan State University,East Lansing,Michigan 48824,USA (M.S.M.-R.);Department of Psychology,UCLA College of Life Sciences,Los Angeles,California 90095,USA (P.K.);Institut National

de la Sante

′et de la Recherche Me ′dicale (INSERM)U1130;CNRS UMR8246;UPMC UM18,Neuroscience Paris Seine,75005Paris,France (V.V.);Department of Basic Medical Sciences,The University of Arizona College of Medicine-Phoenix,Arizona 85004,USA (D.F.).4D E C E M B E R 2014|V O L 516|N A T U R E |51

susceptible and resilient animals (Fig.2b).However,resilient animals displayed increased Tcf3and Tcf4,indicating that resilience may be associated with upregulation of b -catenin signalling (Fig.2b).To probe this,we examined the levels of phospho-Ser 675b -catenin,a form with enhanced transcriptional activity,as well as total b -catenin at this time point.We found upregulation in resilient versus susceptible animals of phospho-Ser 675b -catenin but not total b -catenin (Extended Data Fig.4b).At 10days after CSDS,we found elevated levels of Axin2in resilient mice only (P ,0.05,Supplementary Notes).

Cell-type-specific action of b -catenin in resilience

Given the small magnitude of change observed above,we questioned whether the cell-type-specific behavioural effects in Fig.1e corresponded to differential regulation of b -catenin signalling in D2versus https://www.wendangku.net/doc/456287365.html,ing fluorescence-assisted cell sorting-isolated NAc neurons from D2-GFP mice (whereby the D2neurons are labelled with green fluor-escent protein,GFP),we found robust induction of Axin2expression in D21neurons of resilient mice,and significantly reduced Axin2levels in susceptible versus resilient mice,48h post CSDS,effects not seen in D22cells (Fig.2c).Furthermore,Axin2IHC with D1-or D2-GFP transgenic mice subjected to CSDS revealed downregulation of b -catenin

transcriptional activity in D2versus D1MSNs in susceptible mice (Fig.2d).In sum,upregulation of b -catenin signalling occurs in D2MSNs in resil-ient mice,with downregulation seen in susceptible animals.

Because glutamatergic neurotransmission regulates b -catenin tran-scriptional activity and stress susceptibility 15,16,we tested whether medial prefrontal cortex (PFC)or hippocampus,two important glutamatergic inputs to NAc,control b -catenin signalling in https://www.wendangku.net/doc/456287365.html,ing previously validated constructs and stimulation protocols 17,18,we found that opto-genetic stimulation of glutamatergic PFC terminals robustly suppressed b -catenin activity in NAc as indicated by decreased Axin2,Tcf3,and Tcf4,whereas stimulation of hippocampus terminals had no effect (Fig.2e,f).Repeated burst firing of dopamine afferents from the ventral tegmental area (VTA)also had no effect (Extended Data Fig.5).Thus,PFC to NAc stimulation specifically elicited a molecular ‘signature’of susceptibility,indicating that activation of this circuit could mediate the maladaptive suppression of b -catenin activity in NAc.

Genome-wide mapping of b -catenin after social defeat

We next conducted b -catenin chromatin immunoprecipitation fol-lowed by deep sequencing (ChIP-seq)on NAc of control,susceptible,and resilient mice after CSDS.We first validated our b -catenin ChIP protocol by examining an LEF/TCF consensus sequence in the promoter of a known b -catenin target gene,CaMKIV (also known as Camk4).We found enrichment of b -catenin at the LEF/TCF site,but not a distant site,in NAc of resilient mice only (Fig.3a).Through ChIP-seq 19,20we then examined global b -catenin enrichment after CSDS,and found major differences in peak numbers (Fig.3b,Supplementary Data 1).Control and resilient conditions were associated with 10–15-fold higher absolute peak numbers compared to susceptible conditions,suggesting profound global alterations in b -catenin activity,consistent with our biochemical data (Fig.2).Enrichment of b -catenin in resilient animals (Fig.3b)only occurred at transcriptionally active sites,as indicated by high basal bind-ing of two transcriptional activation marks H3K4me3and H4K16ac (Fig.3c,Extended Data Fig.6).However,we did not observe global changes in these two histone marks after CSDS (Extended Data Figs 7,8),sug-gesting that b -catenin may be recruited to active,open regions of chro-matin through the presence of other,direct DNA-binding transcription factors.

Using Ingenuity pathway analysis,we demonstrated a predicted b -catenin network to be upregulated in NAc of resilient versus susceptible mice (Extended Data Fig.9),a prediction specific to b -catenin.Concom-itantly,there were nearly twice as many increases as decreases in b -catenin binding in resilient versus control mice at promoter regions.In contrast,susceptible versus control animals displayed equivalent numbers of upregulated and downregulated b -catenin binding events (Fig.3d).These results support our hypothesis that resilience is associated with genome-wide enrichment of b -catenin.Examining the distribution of b -catenin peaks across the genome (Fig.3e)revealed similar results:redis-tribution of b -catenin binding towards promoters and gene bodies in resilience,and redistribution away from promoters/gene bodies and towards gene deserts in susceptibility.

To validate the b -catenin ChIP-seq data,we conducted quantitative ChIP (qChIP)on independent biological samples at genes that showed significant peaks in resilience or upregulation in resilient versus sus-ceptible animals,thus confirming significant b -catenin enrichment at several promoters (Fig.3f).As further validation,we examined mRNA levels of genes found in our ChIP-seq list that coincided either with in silico lists of predicted or known b -catenin targets 21,22(Supplementary Table 2)or with the H3K4me3and H4K16ac ChIP-seq data sets (Supplementary Data 2).We found robust upregulation of many of these genes in NAc of resilient mice (Fig.3g).

Regulation of Dicer1and microRNA by b -catenin

One gene validated by qChIP and quantitative PCR (qPCR)was Dicer1,a critical component of microRNA (miRNA)biogenesis 23.Thus,select-ive enrichment of b -catenin binding at Dicer1in resilient mice (Fig.4a),

N o

t a r

g e t

N o

t a r

g e t

C r e

–C r e

–C r e

+

C r e +

S e c o n d s i n i n t e r a c t i o n z o n e

T a r

g e t

T a r g e t

a

b

e

204060

800

50100150T i m e i m m o b i l e (s )S e c o n d s

Open arms Closed arms FST

*

H S V -β-c a t

H S V -G F P H S V -G F P H S V -G F P H S V -β-c a t

H S V -β-c a t

c

d

NAc

6080100T a r g e t

T a r g e t

t a r g e t N o N o t a r g e t f

g

i n t e r a c t i o n r a t i o

S e c o n d s i n i n t e r a c t i o n z o n e

i n t e r a c t i o n z o n e

T a r g e t

T a r g e t

t a r g e t N N o t a r g e t Figure 1|b -catenin in NAc mediates pro-resilient,antidepressant,and anxiolytic responses.a ,IHC illustrating viral transgene expression mediated by HSV-b -catenin with coronal cartoon of NAc highlighted.b ,Pro-resilient effect of HSV-b -catenin on social interaction after ASD (*P ,0.05,two way ANOVA,n 58GFP,n 510b -catenin).c ,Antidepressant-like effect of

b -catenin in the forced swim test (*P ,0.05,two-tailed t -test,n 56GFP,n 57b -catenin).d ,Anxiolytic-like effect of b -catenin in the elevated plus maze (closed arms:*P ,0.01,open arms:*P ,0.01,two-tailed t -test,n 56GFP,n 57b -catenin).e ,Cell-type-specifi

c overexpression of b -catenin in ASD (D2Cre –versus Cre 1:*P ,0.05,two-taile

d t -test,n 513D2Cr

e 2,n 58D2Cre 1).

f ,Effect of knockin

g down b -catenin in a sub-threshold defeat procedure (**P ,0.01,two-way ANOVA,effect of virus only when target present,n 56GFP,n 55Cre).g ,Effect of dominant negative b -catenin in sub-threshold defeat (*P ,0.05,two-way ANOVA,interaction effect,n 55GFP,n 54dominant negative).Data presented as mean and s.e.m.and are representative of at least two experiments.See Methods and Supplementary Table 9for detailed statistics.

RESEARCH ARTICLE

52|N A T U R E |V O L 516|4D E C E M B E R 2014

and subsequent validation of this effect (Fig.3f,g),indicated that Dicer1represents a robust target of b -catenin in NAc.To study the behavioural effects of Dicer1,we knocked it down locally in NAc (Extended Data Fig.10),and conducted sub-threshold defeat.Control animals injected with HSV-GFP displayed normal social interaction;however,animals with Dicer1knockdown demonstrated social avoidance (Fig.4b),which mimicked the effects of blocking b -catenin signalling (Fig.1).Impor-tantly,we can rule out confounding effects of long-term Dicer1loss on

neuronal viability 24,because our experimental paradigm was limited to two weeks.

To assess whether the behavioural effect of Dicer1was related to b -catenin signalling,we first expressed HSV-Cre or HSV-GFP in NAc of floxed Dicer1mice and found no difference in social interaction under baseline,non-stressed conditions (Fig.4c).We then injected all mice with HSV-b -catenin in NAc and subjected them to ASD.b -catenin overexpression blocked the development of social avoidance in mice

+

C o n t r o l C o n t r

o l S u s c e p t i b l e S u s c e p t i b l e R e s i l i e n t

R e s i l i e n t

D2

D1

GFP

Axin2

Merge

mCherry surgery optic fibre

test

tissue

a

b

c

d

e

f

F o l d c o n t r o l m R N A

F o l d c o n t r o l m R N A

F o l d c o n t r o l A x i n 2 m R N A

G F P + c e l l s t h a t a r e A x i n 2+ (%)

D 1 s u s c e p t i b l e D 2 s u s c e p t i b l e F o l d c o n t r o l m R N A

Figure 2|Regulation of b -catenin signalling in human depression and mouse CSDS.a ,mRNA from human NAc (Axin2:**P ,0.01;Tcf3:

*P ,0.05;Tcf4:*P ,0.05,two-tailed t -test,n 56control,n 510depressed).b ,mRNA from mouse control,susceptible,and resilient NAc 48h post CSDS (Tcf3:*P ,0.05;Tcf4:*P ,0.05,one-way ANOVA,n 516control,n 512susceptible,n 59resilient).c ,Axin2is upregulated in D21MSNs only in resilience (Axin2D21:**P ,0.01,control versus resilient P ,0.05,*P ,0.01susceptible versus resilient,n 54control,

n 55

susceptible,n

5

3resilient;Axin2D22:not significant,

P .0.05,n 53control,n 55susceptible,n 53resilient,one-way ANOVA).d ,Percentage of cells positive for Axin2plus

GFP in D1-or D2-GFP susceptible mice after CSDS (**P ,0.01,two-tailed t -test,n 53per group).e ,Optogenetic

stimulation protocol.f ,mRNA expression in NAc after repeated stimulation from PFC or

hippocampus in ChR2versus mCherry (Axin2:*P ,0.05,n 56mCherry,n 55ChR;Tcf3:**P ,0.01,n 56mCherry;n 54ChR;Tcf4:**P ,0.01,n 56mCherry,n 54ChR,two-tailed t -test).Human data are from one experiment,all other data are representative of at least two

experiments.All data presented as mean and s.e.m.

H3K4me3

H4K16ac

β-cat C

β-cat S

β-cat R

←5k -TSS- 5k →

Chromosome 1

Gene body

Proximal promoter 1 kb promoter 3 kb promoter Gene desert Other intergenic

Pericentromere C r e b F o s B G a d d 45a m G l u R 2D i c e r 1

P i c k 1H t r 2a P P P 1r 9b S y

t 11

D i c e r 1H l f C l u s t e r i n G F R A 4J M J D 2b R a i 1C a c n a 1a

F o l d c

o n t r o l

F o l d c o n t r o l

R e a d c o u n t p e r m i l l i o n m a p p e d r e a d s

(2 kb away)

a

b

c

e

f

g

Resilient

Susceptible

Control

Figure 3|b -catenin ChIP-seq in NAc 48h post CSDS.a ,qChIP validation of b -catenin ChIP (*P ,0.05,one-way ANOVA,post-hoc test control versus resilient and susceptible versus resilient at LEFF transcription factor binding site (TFBS)of a CaMKIV gene,n 54per group).b ,Plot of b -catenin binding across genic regions.TSS,transcription start site;TES,transcription end site.Individual peak numbers per condition

indicated in inset.c ,Heat map showing b -catenin binding 5kb up-and downstream of TSSs on chromosome 1in control (C),susceptible (S),and resilient (R)NAc;binding profiles of H3K4me3and H4K16ac under basal conditions are also shown.d ,Number of increased (up arrow)versus decreased (down arrow)b -catenin binding sites at promoters in resilient versus control or

susceptible versus control conditions.e ,Genome-wide distribution of b -catenin binding.f ,qChIP validation of ChIP-seq (Gadd45a :*P ,0.05,one-way ANOVA;Dicer1:*P ,0.05,one-way ANOVA,n 54control,susceptible,n 53resilient).g ,mRNA validation of b -catenin ChIP-seq (Dicer1:*P ,0.01,one-way ANOVA,n 513control,n 511susceptible,n 57resilient).Data presented as mean and s.e.m.and are

representative of at least two experiments.Colour-coding in f and g as in a .

ARTICLE RESEARCH

4D E C E M B E R 2014|V O L 516|N A T U R E |53

expressing normal Dicer1levels,but not in mice with NAc Dicer1knock-down (Fig.4c).This indicates that at least part of the pro-resilient effect of b -catenin is mediated through Dicer1.

Finally,these data prompted us to examine the global miRNA pro-file in NAc in response to CSDS and study its dependence on b -catenin.We injected an adeno-associated virus (AAV)vector expressing GFP or Cre in NAc of floxed b -catenin mice,subjected them to CSDS or control conditions,and performed small RNA sequencing (Supplemen-tary Table 3).We first compared each group—GFP susceptible (GFP-sus),GFP resilient (GFP-res),Cre control (Cre-con),and Cre susceptible (Cre -sus)—to the ‘GFP-con’condition.We could not study the Cre re-silient condition,because virtually no mice are resilient upon b -catenin knockout from NAc.We found downregulation of numerous miRNAs,including many that were upregulated in resilience,when b -catenin was knocked out from control animals (Cre-con,Fig.4d,Supplementary Table 4).Interestingly,a smaller subset of miRNAs was upregulated

following b -catenin knockout,which may represent miRNAs that are regulated by repressive factors under b -catenin control.We identified 66miRNAs that were significantly downregulated in NAc after b -catenin deletion (Cre-con,Fig.4e).We also identified downregulated miRNAs (n 579)in the Cre-sus condition,many of which were decreased in Cre-con,further substantiating our hypothesis that pro-adaptive miRNA responses are lost in the absence of b -catenin,enhancing susceptibility to stress (Fig.4e).miRNAs that overlapped between any two groups (up in GFP-res,but down in Cre-con or Cre-sus),presumably represent the most biologically important b -catenin-and stress-regulated miRNAs (Fig.4e,Supplementary Table 5).This subset controls several meaningful gene categories (Fig.4f),including Wnt and glutamatergic signalling.Finally,to identify potential miRNA targets,we overlapped predicted targets of these b -catenin-regulated miRNAs (Supplementary Table 5)with mRNA-seq data from NAc after CSDS.We thus found several inter-esting,novel genes to be significantly repressed in resilience (Fig.4g).We also examined other small RNAs for regulation by CSDS.Piwi-interacting RNAs (piRNAs),small RNAs widely studied in germ line cells,were detected recently in brain and found to play a functional role in spine morphology and synaptic plasticity 25,26.163piRNAs were detectable in our data set with read counts in at least one condition,supporting the notion of piRNA expression in brain (Supplementary Table 6).Although the majority of them were expressed at low levels,approximately 20piRNAs appear to be regulated by CSDS (Supplemen-tary Table 7).Examining additional small RNA categories that might be regulated by Dicer1revealed several differentially expressed candidates (Supplementary Table 8),laying the groundwork for future investigation.

Discussion

The present study demonstrates that b -catenin in D2MSNs activates a network in NAc that mediates behavioural resilience,whereas def-icits in this pathway contribute to depression-related pathology.PFC inputs to NAc appear to be particularly important in controlling this b -catenin regulation.D2MSNs,which comprise the indirect or ‘no-go’pathway 27–30,may be more important for mediating flexible beha-vioural choices in aversive contexts compared to reward-motivated behaviour 31–33.We thus posit that enhanced b -catenin signalling in NAc D2MSNs of resilient mice permits increased behavioural flexibil-ity,which allows them,despite having the same experience as suscept-ible mice,to overcome generalizing avoidance of all mice,a process independent of hedonic responses.This has parallels in humans:resi-lient individuals are more successful at managing stress and recovering from it 34.

Our b -catenin ChIP-seq approach provides a valuable resource for mining the molecular targets that drive resilience.One validated tar-get is Dicer1,which establishes a novel connection between b -catenin signalling and miRNAs in brain.Among the regulated miRNAs are those that feedback and regulate b -catenin signalling 35.The cell type-specific role of b -catenin,and the inherent complexity of stress sus-ceptibility versus resilience,which involves many additional regulatory steps beyond Dicer1,presumably explains the relatively small number of b -catenin-dependent miRNAs observed in this study.miRNAs pro-vide a crucial layer of post-transcriptional gene regulation in neural development,plasticity,and in an increasing number of brain disor-ders 36–38.The present study,by identifying specific miRNAs associated with stress susceptibility or resilience,offers a template for future stud-ies to induce resilience in inherently more susceptible individuals.

Online Content Methods,along with any additional Extended Data display items and Source Data,are available in the online version of the paper;references unique to these sections appear only in the online paper.Received 12August 2013;accepted 20October 2014.Published online 12November 2014.1.

Madsen,T.M.,Newton,S.S.,Eaton,M.E.,Russell,D.S.&Duman,R.S.Chronic electroconvulsive seizure up-regulates b -catenin expression in rat hippocampus:role in adult neurogenesis.Biol.Psychiatry 54,1006–1014(2003).

TSS 250500–500–250

or HSV-Cre

all mice

post-defeat

F o l d e n r i c h m e n t o v e r i n p u t

a

Control Susceptible Resilient

1.5

S e c

o n d s i n i n t e r a c t i o n z o n e

a r g e t

T a r g e t

a r g e t a r g e t N o T i m e i n S I z o n e w i t h t a r g e t

N o –1 0 +1

12

47

36

6

57

GFP-res increase

Cre-con decrease

Cre-sus decrease

10

GFP-sus GFP-res Cre-con

Cre-sus

b

c

d

e

f

g

Putative β-catenin regulated miRNA

Gene name miR103, miR205, miR214miR32, miR103, miR205,miR214,miR302b, miR375,miR483

miR103, miR205, miR214,miR224, miR302b

miR205, miR214, miR216b, miR302b, miR375

mir32, miR103, miR214, miR216b,miR224, miR302b,miR375

miR 32, miR302b miR32, miR224

Arc Btg2Calcr Gpr101Htr4Nos2Npas4

GO enrichment P value

–7

Figure 4|Dicer1bridges b -catenin and miRNA regulation in CSDS.a ,b -catenin ChIP-seq enrichment around the Dicer1TSS.b ,Effect of NAc Dicer1knockdown (HSV-Cre)in sub-threshold defeat with HSV-GFP as control (**P ,0.01,effect of virus,two-way ANOVA,n 57Cre,n 58GFP).c ,Left,schematic of floxed Dicer1deletion followed by b -catenin rescue;right,social interaction (SI)before and after ASD with HSV-b -catenin (*P ,0.05,interaction effect,matching two-way ANOVA,n 57per group).d ,Heat map of CSDS-regulated miRNA expression changes with (Cre)or without (GFP)b -catenin knockdown.Log 2-fold changes of all altered miRNAs among all groups are shown.e ,Venn diagram showing increased miRNAs in GFP-resilient mice (GFP-res)overlap with decreased miRNAs in b -catenin

knockout in non-stressed (Cre-con)or susceptible (Cre-sus)animals.f ,Top 11most enriched gene ontology terms of target genes of overlapping miRNAs in panel e .g ,Predicted targets of b -catenin-dependent miRNAs display

downregulation by mRNA-seq in resilient mice after CSDS.Data presented as mean and s.e.m.and are representative of at least two experiments.

RESEARCH ARTICLE

54|N A T U R E |V O L 516|4D E C E M B E R 2014

2.Beaulieu,J.-M.et al.Lithium antagonizes dopamine-dependent behaviors

mediated by an AKT/glycogen synthase kinase3signaling cascade.Proc.Natl https://www.wendangku.net/doc/456287365.html,A101,5099–5104(2004).

3.Gould,T.D.et al.Beta-catenin overexpression in the mouse brain phenocopies

lithium-sensitive behaviors.Neuropsychopharmacology32,2173–2183(2007).

4.Li,X.&Jope,R.S.Is glycogen synthase kinase-3a central modulator in mood

regulation?Neuropsychopharmacology35,2143–2154(2010).

5.Brennand,K.J.et al.Modelling schizophrenia using human induced pluripotent

stem cells.Nature473,221–225(2011).

6.Behrens,J.,von Kries,J.,Ku¨hl,M.&Bruhn,L.Functional interaction of b-catenin

with the transcription factor LEF-1.Nature382,638–642(1996).

7.Molenaar,M.et al.XTcf-3transcription factor mediates b-catenin-induced axis

formation in Xenopus embryos.Cell86,391–399(1996).

8.van de Wetering,M.et al.Armadillo coactivates transcription driven by the product

of the Drosophila segment polarity gene dTCF.Cell88,789–799(1997).

9.Wilkinson,M.B.et al.A novel role of the WNT-dishevelled-GSK3b signaling cascade

in the mouse nucleus accumbens in a social defeat model of depression.

J.Neurosci.31,9084–9092(2011).

10.Sadot,E.et al.Regulation of S33/S37phosphorylated b-catenin in normal and

transformed cells.J.Cell Sci.115,2771–2780(2002).

11.Berton,O.et al.Essential role of BDNF in the mesolimbic dopamine pathway in

social defeat stress.Science311,864–868(2006).

12.Krishnan,V.et al.Molecular adaptations underlying susceptibility and resistance

to social defeat in brain reward regions.Cell131,391–404(2007).

13.Kolligs,F.T.,Hu,G.,Dang,C.V.&Fearon,E.R.Neoplastic transformation of RK3E by

mutant b-catenin requires deregulation of Tcf/Lef transcription but not activation of c-myc expression.Mol.Cell.Biol.19,5696–5706(1999).

14.Wang,Z.et al.b-catenin promotes survival of renal epithelial cells by inhibiting Bax.

J.Am.Soc.Nephrol.20,1919–1928(2009).

15.Rada,P.et al.Glutamate release in the nucleus accumbens is involved in behavioral

depression during the Porsolt swim test.Neuroscience119,557–565(2003).

16.Abe,K.&Takeichi,M.NMDA-receptor activation induces calpain-mediated

b-catenin cleavages for triggering gene expression.Neuron53,387–397(2007).

17.Tye,K.M.et al.Amygdala circuitry mediating reversible and bidirectional control of

anxiety.Nature471,358–362(2011).

18.Britt,J.P.et al.Synaptic and behavioral profile of multiple glutamatergic inputs to

the nucleus accumbens.Neuron76,790–803(2012).

19.Feng,J.et al.Chronic cocaine-regulated epigenomic changes in mouse nucleus

accumbens.Genome Biol.15,R65(2014).

20.Shen,L.et al.diffReps:detecting differential chromatin modification sites from

ChIP-seq data with biological replicates.PLoS ONE8,e65598(2013).

21.Ho¨dar,C.et al.Genome-wide identification of new Wnt/b-catenin target genes in

the human genome using CART method.BMC Genomics11,348(2010).

22.Wexler,E.M.et al.Genome-wide analysis of a Wnt1-regulated transcriptional

network implicates neurodegenerative pathways.Sci.Signal.4,ra65(2011). 23.Bernstein,E.,Caudy,A.A.,Hammond,S.M.&Hannon,G.J.Role for a bidentate

ribonuclease in the initiation step of RNA interference.Nature409,363–366

(2001).

24.Cuellar,T.L.et al.Dicer loss in striatal neurons produces behavioral and

neuroanatomical phenotypes in the absence of neurodegeneration.Proc.Natl https://www.wendangku.net/doc/456287365.html,A105,5614–5619(2008).25.Lee,E.J.et al.Identification of piRNAs in the central nervous system.RNA17,

1090–1099(2011).

26.Rajasethupathy,P.et al.A role for neuronal piRNAs in the epigenetic control of

memory-related synaptic plasticity.Cell149,693–707(2012).

27.Graybiel,A.M.The basal ganglia.Curr.Biol.10,R509–R511(2000).

28.Gerfen,C.R.The neostriatal mosaic:multiple levels of compartmental

organization in the basal ganglia.Annu.Rev.Neurosci.15,285–320(1992). 29.Kravitz,A.V.,Tye,L.D.&Kreitzer,A.C.Distinct roles for direct and indirect pathway

striatal neurons in reinforcement.Nature Neurosci.15,816–818(2012).

30.Lobo,M.K.&Nestler,E.J.The striatal balancing act in drug addiction:distinct roles

of direct and indirect pathway medium spiny neurons.Front.Neuroanat.5,41 (2011).

31.Hikida,T.,Kimura,K.,Wada,N.,Funabiki,K.&Nakanishi,S.Distinct roles of

synaptic transmission in direct and indirect striatal pathways to reward and

aversive behavior.Neuron66,896–907(2010).

32.Darvas,M.&Palmiter,R.Contributions of striatal dopamine signaling to the

modulation of cognitive flexibility.Biol.Psychiatry69,704–707(2011).

33.Yawata,S.,Yamaguchi,T.,Danjo,T.,Hikida,T.&Nakanishi,S.Pathway-specific

control of reward learning and its flexibility via selective dopamine receptors in the nucleus accumbens.Proc.Natl https://www.wendangku.net/doc/456287365.html,A109,12764–12769(2012).

34.Southwick,S.M.&Charney,D.S.The science of resilience:implications for the

prevention and treatment of depression.Science338,79–82(2012).

35.Veronese,A.et al.Mutated b-catenin evades a microRNA-dependent regulatory

loop.Proc.Natl https://www.wendangku.net/doc/456287365.html,A108,4840–4845(2011).

36.Kosik,K.S.The neuronal microRNA system.Nature Rev.Neurosci.7,911–920

(2006).

37.Im,H.-I.&Kenny,P.J.MicroRNAs in neuronal function and dysfunction.Trends

Neurosci.35,325–334(2012).

38.Issler,O.et al.MicroRNA135is essential for chronic stress resiliency,

antidepressant efficacy,and intact serotonergic activity.Neuron83,344–360 (2014).

Supplementary Information is available in the online version of the paper.

Acknowledgements We thank O.Jabado and M.Mahajan for support and S.Borkan for providing b-catenin constructs.This work was supported by grants from the National Institute of Mental Health and the Hope for Depression Research Foundation(HDRF).

Author Contributions C.D.and J.F.conceived the project,designed research, conducted experiments,interpreted the results,and wrote the manuscript;H.S.,

M.S.M.-R.,D.D.-W.,K.S.,R.B.,B.L.,E.R.,P.K.,V.V.,D.F.,C.P.,E.C.,J.K.and E.M.conducted experiments;S.G.,C.T.provided reagents and tools;R.N.conducted experiments and provided reagents;N.S.,X.L.performed bioinformatic analysis;L.S.performed and supervised bioinformatic analysis;E.J.N.conceived the project,designed and supervised research,interpreted the results,and wrote the manuscript.All authors discussed the results and commented on the manuscript.

Author Information All sequencing data have been deposited into the Gene Expression Omnibus with accession numbers GSE61294and GSE61295.Reprints and permissions information is available at https://www.wendangku.net/doc/456287365.html,/reprints.The authors declare no competing financial interests.Readers are welcome to comment on the online version of the paper.Correspondence and requests for materials should be addressed to E.J.N.(eric.nestler@https://www.wendangku.net/doc/456287365.html,)or L.S.(li.shen@https://www.wendangku.net/doc/456287365.html,).

ARTICLE RESEARCH

4D E C E M B E R2014|V O L516|N A T U R E|55

METHODS

Animals.For all experiments,7–9-week-old male mice were used.Unless other-wise noted for transgenic lines,c57bl/6mice from Jackson Laboratories were used.All mice were housed on a12-h light/dark cycle with ad libitum access to food and water.CD1retired breeder mice were obtained from Charles River Labo-ratories.The following transgenic mouse lines were used.From Jackson Laboratories: b-catenin conditional floxed mice(stock no.004152)and Dicer1conditional floxed mice(stock no.006001).Additionally,D1-Cre,D2-Cre,D1-GFP,and D2-GFP male mice that were backcrossed to a c57bl/6background were used for experiments as described in the text.For the D1-Cre/D2-Cre cell-type specific overexpression experiments,wild-type littermates were used as controls.The Mount Sinai Insti-tutional Animal Care and Use Committee approved all animal protocols used in this study.For all experiments,extensive laboratory experience was used to estim-ate required sample sizes.Animals were randomly assigned to experimental groups and whenever possible,experimenters were blinded to the group.(For example,in behavioural experiments by assigning numbers to animals and in IHC experiments by hiding group designation until after quantification and analysis.)

Viral-mediated gene transfer.Stereotactic surgery was performed on mice under ketamine/xylazine anaesthesia.Vectors were infused bilaterally into NAc at a rate of0.1m l min21with the following coordinates:11.6mm anterior-posterior(A/P), 11.5mm medial-lateral(M/L),64.4mm dorsal-ventral(D/V)from bregma.A total of0.5m l per side was infused except for the HSV-LS virus,in which case0.7m l was infused total.All vectors used were cloned into p1005HSV or LS1L HSV.Mouse b-catenin constructs were provided by S.Borkan(Boston University).Wild-type and dominant negative constructs were used,with the dominant negative construct containing amino and carboxy-terminal truncations.Because this is a complicated mutant,we behaviourally validated it by demonstrating a failure to rescue b-catenin loss of function impairments in social interaction(Extended Data Fig.2c).Human b-catenin S33Y construct(Addgene Plasmid no.19286)was originally from E.Fearon (Michigan).This mutant contains an S33Y mutation that prevents phosphorylation at Ser33by GSK3b,thus preventing b-catenin degradation.For cell-type-specific overexpression,an HSV carrying b-catenin in a lox-stop cassette was used(Sup-plementary Fig.2a)in conjunction with D1-and D2-Cre transgenic mouse lines. Viral-Cre was used for local knockdown of b-catenin or Dicer1in conditional floxed mice.

Behaviour.10-day chronic social defeat stress(CSDS),an accelerated4-day defeat procedure(ASD),and a sub-threshold defeat procedure have been described prev-iously and represent an ethologically validated model of depression9,11,12We used ASD over4days(4days of defeat,twice a day)to coincide with periods of maximal HSV-mediated transgene expression in some experiments as described,which induces the same degree of behavioural deficits in normal mice as our standard10-day CSDS procedure.For all defeats,social interaction was measured either24h or 1week following the last defeat.For all tissue analysis,including ChIP,mice were killed48h after the last defeat(24h after social interaction)of a10day CSDS para-digm unless otherwise specified.Elevated plus maze and forced swim tests were performed as described previously12.

Post-mortem human tissue.Human post-mortem NAc complementary DNA was generated and analysed as before9.Briefly,brain tissue was obtained from the Dallas Brain Collection,where tissue is collected from the Dallas Medical Examiner’s Office and UT Southwestern’s Tissue Transplant Program following consent of next-of-kin.Tissue was analysed and matched for age,post-mortem interval,RNA integrity number(RIN),and pH(see Supplementary Table1)and this same tissue set was used in previously published work39.Samples were subjected to a standard dissection before snap freezing in240u C isopentane and storage at280u C; further dissection of NAc was performed on frozen tissue.The UT Southwestern Institutional Review Board reviewed and approved the collection of this tissue for research use.We should note that there was no difference in expression of Axin2 between medicated and unmedicated depressed patients,although all patients were clinically depressed at their time of death(Supplementary Fig.4a).We thus combined the medicated and unmedicated groups into one overall depressed group as presented in Fig.2.

RNA isolation and qPCR.RNA was extracted and purified using a protocol combining TRIzol/chloroform extraction with the Qiagen RNeasy Micro kit,with a motorized mini-pestle vibrator to homogenize the tissue.After extraction,purity and concentration were measured on a NanoDrop spectrophotometer.RNA was then reverse transcribed into cDNA with the iScript DNA synthesis kit(Bio-Rad). GAPDH was used to normalize quantification.Primers were designed to flank exon/intron boundaries and were created using the open-source software Primer3. Real-time qPCR analysis was performed with the DD C t method to obtain relative fold-change of expression as compared to control samples40.BLAST and dissoci-ation curve analysis was also performed to ensure specificity of primer design. Western blotting.NAc was dissected bilaterally using14gauge steel circular punches. The tissue was then sonicated in radioimmunoprecipitation assay(RIPA)buffer with a desktop sonicator(10mM Tris,pH7.4,150mM NaCl,1mM EDTA,0.1% SDS,1%Triton X-100,1%sodium deoxycholate,with protease and phosphatase inhibitors)and centrifuged.The supernatant was collected and the protein con-centration was quantified using the Lowry https://www.wendangku.net/doc/456287365.html,emelli sample buffer was added to the protein lysate and equal amounts of protein were loaded onto precast SDS–PAGE gels with molecular weight ladders.Samples were transferred to acti-vated PVDF membranes,blocked,and incubated in primary antibody overnight. Blots were washed,and then incubated with Licor secondary fluorescent antibod-ies.After further washing,the blots were scanned and images analysed with ImageJ software.The following antibodies were used:phospho-Ser675b-catenin(Cell Signaling no.4176;Ser675is phosphorylated by PKA),total b-catenin(Cell Sig-naling no.9562),GAPDH,b-tubulin,and total H3.All antibodies are commer-cially available and have been validated for use in the laboratory.Pre-incubating the tissue with calf intestinal phosphatase and demonstrating a decrease in signal was performed to validate the phospho-Ser675b-catenin antibody. Optogenetics.For glutamatergic nerve terminal stimulation,mice were injected unilaterally with AAV-CAMKIIa-ChR2-mCherry or AAV-CAMKIIa-mCherry with the coordinates of:(23.6A/P,13.05M/L,24.85D/V)for ventral hippocam-pus and(11.9A/P,10.5M/L,23.0D/V)for PFC unilaterally.After9weeks of recovery to allow for expression in terminals,a second stereotactic surgery was performed to implant an optic fibre targeting the NAc shell with coordinates of (11.4A/P,11.5M/L,24D/V),again unilaterally,ipsilateral to virus expression. After allowing one week for recovery,the mice underwent10days of daily5-min stimulation sessions outside of their home cage as described41,42.Stimulation para-meters were either20Hz,30pulses per burst,with10s between bursts(hippocam-pus);or30Hz,90pulses per burst,10s between bursts(PFC)to roughly balance the relative intensity of NAc innervation from these two afferent regions.Unilateral NAc tissue was then dissected48h later for biochemical experiments.Constructs and stimulation parameters have been previously validated17,18.AAV-ChR2was used to stimulate VTA cell bodies with a phasic protocol(20Hz,5spikes per burst, 10s between bursts)given susceptible mice exhibit increased firing rate and burst-ing events following defeat12,43.

Co-immunoprecipitation(Co-IP).A co-IP kit(Roche)was used as follows.4 punches of NAc were lysed in300m l of the provided lysis buffer.10%total lysate was reserved and the rest was centrifuged and the supernatant transferred to a clean microcentrifuge tube.It was pre-cleared by incubation with protein G-agarose for 3h on a rotator at4u C.The beads were centrifuged,and the supernatant was trans-ferred to fresh tubes,where they were incubated with5m l of b-catenin antibody(Cell Signaling no.9581)for one hour before50m l of a homogeneous protein G-agarose suspension was added and then incubated overnight at4u C on a rotator.The com-plexes were centrifuged and the supernatant was removed,the beads were washed twice with lysis buffer1,twice with buffer2,and once with buffer3.Protein sample buffer was added and the samples boiled https://www.wendangku.net/doc/456287365.html,plexes were then analysed as described under western blotting.

Nuclear/cytoplasmic fractionation.NAc punches were homogenized with a glass Dounce tissue grinder and loose pestle in Buffer A(1M Tris-HCl,1M sucrose, 1M DTT,protease and phosphatase inhibitors).10%of the lysate was reserved to assay total protein levels,and the rest was centrifuged at1,450r.c.f.in an Eppendorf 5417c centrifuge for10min.The supernatants were then removed,centrifuged at 5,970r.c.f.in the same centrifuge for7min,and the resulting supernatants were stocked as the cytoplasmic fraction.Buffer B(1M Tris-HCl pH7.5,0.1M EDTA, 0.1M EGTA,1M sucrose,1M DTT,10%NP-40,protease and phosphatase inhi-bitors)was added to the pellets from the first centrifugation and the samples were kept on ice for10min before centrifuging again at1,450r.c.f.in the same centrifuge for10min.The supernatants were discarded and Buffer C(1M Tris-HCl,37.5% glycerol,5M NaCl,0.1M EDTA,0.1M EGTA,1M DTT,10%NP-40,protease and phosphatase inhibitors)was used to re-suspend the nuclear fraction.The frac-tions were then processed for western blotting as above or further separated into chromatin and non-chromatin nuclear fractions.Tubulin and total H3were used as loading controls and to verify appropriate cytoplasmic and nuclear enrichment. Immunohistochemistry(IHC).Mice were anaesthetized with chloral hydrate followed by trans-cardial perfusion of10ml of filtered PBS,followed by25ml of filtered4%paraformaldehyde(PFA)in PBS,pH7.4.Brains were dissected out and post-fixed overnight in PFA.They were then rinsed in PBS and placed in30% sucrose in PBS.For the IHC in Fig.2,once the brains sank,coronal35-m m sections through the NAc were taken on a freezing microtome and kept in PBS with0.01% sodium-azide.The slices were washed33in PBS for10min and then blocked for 3–4h(3%normal goat serum,0.3%TritPBS)in net wells.They were incubated in primary antibody overnight diluted in block(rabbit Anti-Axin2,Abcam;Mouse Anti-GFP,Life Technologies)at4degrees.The slices were then washed33in PBS, followed by a1-h incubation in secondary antibody(Alexa-Fluor Anti-Rabbit& Anti-Mouse680&800diluted1:1,000in PBS).The slices were washed43in PBS and then mounted on charged slides and allowed to dry overnight.They were

RESEARCH ARTICLE

dehydrated,coverslipped with Depex mounting medium,and sealed with clear nail polish.Z-stacks were taken on a Zeiss LSM710confocal microscope at364 magnification.Settings were kept identical for all images taken.The specificity of the Axin2antibody was validated by competing the antibody with the immunizing protein.Average values of3–5images per mouse were used.For quantification purposes,the percent of Axin21GFP1cells was counted per image,with Axin21 being defined as.20%above background levels.

For the IHC in Supplementary Fig.1,coronal sections(50m m thick)were made with a vibratome;sections were collected into antifreeze solution consisting of ethylene glycol,glycerol and PBS.Free-floating sections were blocked using3% BSA in0.1%PBST for1h.The sections were stained for48h at room temperature with primary antibody,and overnight with secondary antibody.The sections were mounted with Prolong Antifade reagent with DAPI(Life Technologies).Z-stacked images were acquired with a Zeiss LSM780multi photon confocal system and processed using ImageJ.The number of GFP1cells containing b-catenin staining was quantified by requiring the presence of b-catenin in the nucleus.To quantify b-catenin protein expression,we used the rabbit-conjugated primary antibody for total b-catenin(9562;Cell Signaling).We also amplified GFP staining using a chicken-conjugated primary antibody for GFP(Aves Laboratory).Stains were visualized using Chicken-Cy2and Rabbit-Cy3secondary antibodies(Jackson Immunolabs). FACS.D21and D22cells from the NAc of D2-GFP mice were isolated using a fluorescence-assisted cell sorting(FACS)protocol.Briefly,48h after our standard CSDS protocol,bilateral12gauge punches were taken from the NAc and digested with an enzyme cocktail for30min at37u C before being triturated to obtain a homogeneous cellular preparation.Cells were then processed through a gradient, washed,and labelled with DAPI(viability marker)before being processed through an Influx sorter(BD Bioscience).D21MSNs were sorted based on the size,internal complexity,and intensity of fluorescence with D2cells emitting in the green chan-nel(GFP).RNA was isolated using the Direct-zol RNA miniprep(Zymo Research) kit and cDNA was synthesized using the Iscript kit(Biorad).We confirmed the enrichment of D2MSN-enriched genes in D21cells and D1MSN-enriched genes in D22cells.

Quantitative chromatin immunoprecipitation(qChIP).Four14gauge NAc punches from each mouse were placed in1%formaldehyde in13PBS to fix the DNA with the associated proteins.After12min on the rotator,2M glycine was added to stop the fixation for5min.The punches were then placed on ice and rinsed53with ice-cold PBS.Tissue from5animals were pooled at this point and homogenized in SDS lysis buffer(10%SDS,1M Tris-HCl,0.5M EDTA)with a desktop sonicator.ChIP dilution buffer(10%Triton X-100,5M NaCl,1M Tris-HCL pH8.1,0.5M EDTA,10%SDS and protease inhibitors)was added and the chromatin underwent high power sonication with the Bioruptor for30cycles of 30s on/30s off on high power.Conjugated magnetic beads were used to IP b-catenin with the ChIP-validated b-catenin antibody(Cell Signaling no.4176) overnight in block solution(0.5%BSA in13PBS).The IP reaction was collected with a magnetic rack,washed,and both the input chromatin and the immuno-precipitated DNA were reverse cross-linked at65u overnight.The DNA was then purified with RNase,proteinase K and the Qiagen PCR purification kit.The Qubit was used to quantify both the input and immunoprecipitated DNA and RT–PCR was used to quantify differential binding on the genomic DNA.

ChIP-seq.ChIP was performed for b-catenin as above.At the PCR purification step,however,3replicates were pooled onto one spin column so that each rep-licate became the pooled sample of15mice or6014gauge NAc punches(4NAc punches per animal),totalling,100mg wet weight tissue per library,following established protocols for brain.Animals were pooled so that social interaction times of different replicates across a group were approximately equal.ChIP-seq libraries were then prepared with the Illumina ChIP-seq kit as per their protocol. 2replicates per condition were used for b-catenin while3replicates were used for histone mark experiments.Histone mark ChIP-seq was performed similarly except no further pooling was performed at the PCR purification step.Additionally,frag-ments from,200–400bp were size-selected for sequencing for b-catenin to com-pensate for the decreased yield of DNA.Libraries were validated on the Bioanalyzer for appropriate size selection and amplification before being sent to the Mount Sinai Genomics Core for sequencing.Homer44was used to identify peaks in individual conditions and NGS plot was used to create genome-wide overviews of binding at gene bodies45.We used hierarchical clustering based on the H3K4me3data set to generate the heat map in Fig.3c.To further validate our b-catenin data sets,we found that,in all3treatment conditions,IPA pathway analysis independently identified b-catenin as an upstream regulator due to the enrichment of known b-catenin target genes.

Small RNA-seq and analysis.Small RNA(,200bp)was isolated and enriched with Qiagen RNeasy mini kit(catalogue no.74104)following instructions.The small RNA was then used for library preparation following Epicentre Scriptminer small RNA library kit(catalogue no.SMSP10908)with optimization.In brief,a39 adaptor tag was ligated to the small RNA,then a59adaptor oligonucleotide was attached following removal of excess39adaptor oligonucleotide with degradase. The Di-tagged RNA was purified with Zymo RNA Clean&Concentrator Kits(cata-logue no.R1015)and followed with reverse transcription into cDNA using the cDNA Synthesis Primer and MMLV Reverse Transcriptase.After removing RNA template by addition of RNase,the di-tagged cDNA was amplified and individually barcoded with nine PCR cycles using indices and PCR primers provided in the kit. The library was purified with Zymo DNA Clean&Concentrator kit(catalogue no. D4003)and size selected with Pippin(Sage Science).The library concentration was confirmed on Agilent Bioanalyzer before sequencing.Multiplexed libraries were then pooled and sequenced on an Illumina Hiseq sequencer.In total,4–12libraries/ condition were included in this study.Raw sequencing reads were processed by cutadapt(https://https://www.wendangku.net/doc/456287365.html,/p/cutadapt/)to remove adaptor sequence at39 end,and sequences shorter than16nucleotides after this were discarded.FastQC (https://www.wendangku.net/doc/456287365.html,/projects/fastqc/)was applied to inspect the sequencing quality.We ensured our small RNA sequencing was of good quality as the majority of reads aligned to mature miRNAs(Supplementary Table3). miRanalyzer was used to align the short reads to genomic annotations and quantify the expression of the non-coding RNAs46.All miRNA annotations were down-loaded from miRBase(v.20)47.piRNA annotations were merged from piRNABank and NCBI48,49.tRNA and mRNA(RefSeq)annotations were downloaded from UCSC genome browser.The general ncRNA annotations were obtained from RFam(http:// https://www.wendangku.net/doc/456287365.html,/)50.The pipeline was organized by Ruffus(https://https://www.wendangku.net/doc/456287365.html,/p/ ruffus/),and the code is accessible from GitHub(https://https://www.wendangku.net/doc/456287365.html,/shenlab-sinai/ miRNA_pipeline_for_miRanalyzer)51.Thedifferentialexpressiondetection wasapplied by DESeq2(https://www.wendangku.net/doc/456287365.html,/packages/release/bioc/html/DESeq2. html,https://www.wendangku.net/doc/456287365.html,/content/early/2014/02/19/002832)with cut-offs of fold change1.3and P value,0.05.

Statistics.One-or two-way analysis of variance(ANOVA)followed by Tukey’s multiple comparison test,or two-way student’s t-test were used for statistical analyses.All experiments represent at least2–3biological replicates unless other-wise indicated.

39.Robison,A.J.et al.Fluoxetine epigenetically alters the CaMKII a promoter in

nucleus accumbens to regulate D FosB binding and antidepressant effects.

Neuropsychopharmacology39,1178–1186(2014).

40.Schmittgen,T.D.&Livak,K.J.Analyzing real-time PCR data by the comparative C T

method.Nature Protocols3,1101–1108(2008).

41.Lobo,M.K.et al.Cell type-specific loss of BDNF signaling mimics optogenetic

control of cocaine reward.Science330,385–390(2010).

42.Koo,J.W.et al.BDNF is a negative modulator of morphine action.Science338,

124–128(2012).

43.Chaudhury,D.et al.Rapid regulation of depression-related behaviours by control

of midbrain dopamine neurons.Nature493,532–536(2013).

44.Heinz,S.et al.Simple combinations of lineage-determining transcription factors

prime cis-regulatory elements required for macrophage and B cell identities.Mol.

Cell38,576–589(2010).

45.Shen,L.,Shao,N.,Liu,X.&Nestler,E.ngs.plot:quick mining and visualization of

next-generation sequencing data by integrating genomic databases.BMC

Genomics15,284(2014).

46.Hackenberg,M.,Rodr?′guez-Ezpeleta,N.&Aransay,A.M.MiRanalyzer:An update

on the detection and analysis of microRNAs in high-throughput sequencing

experiments.Nucleic Acids Res.39(Suppl.2),W132–W138(2011).

47.Griffiths-Jones,S.miRBase:the microRNA sequence database.Methods Mol.Biol.

342,129–138(2006).

48.Sai Lakshmi,S.&Agrawal,S.piRNABank:a web resource on classified and

clustered Piwi-interacting RNAs.Nucleic Acids Res.36(Suppl.1),W173–W177 (2008).

49.Kozomara,A.&Griffiths-Jones,S.MiRBase:annotating high confidence

microRNAs using deep sequencing data.Nucleic Acids Res.42,D68–D73(2014).

50.Burge,S.W.et al.Rfam11.0:10years of RNA families.Nucleic Acids Res.41,

D226–D232(2013).

51.Goodstadt,L.Ruffus:A lightweight python library for computational pipelines.

Bioinformatics26,2778–2779(2010).

ARTICLE RESEARCH

Extended Data Figure1|Validation of HSV-b-catenin.a,b-catenin mRNA levels following HSV-b-catenin versus HSV-GFP injection into NAc

(*P,0.05,two-tailed t-test,n53per group).b,Top panel,subcellular fractionation of NAc lysates from HSV-GFP or HSV-b-catenin injected mice. Middle panel,representative western blots of data shown in panel a.CYT, cytosolic fraction;NUC,nuclear fraction(2chromatin);CHR,chromatin fraction.Bottom panel,IHC of nuclear b-catenin5days post-injection with HSV-b-catenin versus HSV-GFP(***P,0.001,two-tailed t-test,n53per group).c,b-catenin IP on virus-injected NAc.IP results are representative of5 replications.All other data shown are representative of at least two experiments. Data are presented as mean and s.e.m.

RESEARCH ARTICLE

Extended Data Figure2|Other b-catenin manipulations.a,Schematic of Cre-dependent HSV-lox-stop(LS1L)-b-catenin cassette.b,Validation of

b-catenin knockdown in the NAc of floxed b-catenin mice(***P,0.001,two-tailed t-test,n54GFP,n55Cre).c,Failure of dominant negative b-catenin to rescue social interaction as compared to GFP after previous excision of

b-catenin from NAc in floxed b-catenin mice undergoing defeat(P.0.05, two-tailed t-test,n57per group).Data are presented as mean and s.e.m.All data shown are representative of at least two experiments.

ARTICLE RESEARCH

Extended Data Figure3|No effect of b-catenin deletion on baseline behaviours.a,Social interaction(SI)in control,non-stressed animals (P.0.05,two-tailed t-test,n55per group).b,Total distance travelled in arena(P.0.05,two-tailed t-test,n55per group).c,Average velocity (P.0.05,two-tailed t-test,n55per group).Data are presented as mean and s.e.m.All data shown are representative of at least two experiments.

RESEARCH ARTICLE

Extended Data Figure4|Regulation of b-catenin signalling in human depression and after CSDS in mice.a,Axin2expression is suppressed in both medicated and unmedicated depressed patients,both groups of which were clinically depressed at their time of death(P,0.01one-way ANOVA,post-hoc test P.0.05between depressed unmedicated and medicated groups,*P,0.01 for either depressed group versus control,n56control,n55unmedicated depressed,medicated depressed).b,Phospho-Ser675b-catenin and total

b-catenin levels from mouse control,susceptible,and resilient NAc48h post CSDS(phospho-Ser675:*P,0.05,one-way ANOVA,post-hoc test susceptible versus resilient,n55for control,susceptible,n58for resilient). Data are presented as mean and s.e.m.Human data are from one experiment. All other data shown are representative of two experiments.

ARTICLE RESEARCH

Extended Data Figure5|Repeated optogenetic burst stimulation of VTA cell bodies has no effect on canonical b-catenin signalling in NAc. Experiment was performed as in Fig.2with the exception of the optic fibre,which was placed above VTA for cell body stimulation(P.0.05,two-tailed t-test,n58per group).Data are presented as mean and s.e.m.Data are from one experiment.

RESEARCH ARTICLE

Extended Data Figure6|Genome-wide enrichment of H3K4me3and

H4K16ac binding in NAc at TSSs.NGS plot was used to visualize binding patterns.ARTICLE RESEARCH

Extended Data Figure 7|Genome-wide pattern of H3K4me3binding to genic regions in NAc under control,susceptible (defeat),and resilient mice.Note the lack of difference across the three conditions.Data are from one experiment.

RESEARCH ARTICLE

Extended Data Figure 8|Genome-wide pattern of H4K16ac binding to genic regions in NAc under control,susceptible (defeat),and resilient mice.Note the lack of difference across the three conditions.Shading represents standard error.Data are from one experiment.

ARTICLE RESEARCH

Extended Data Figure9|Ingenuity pathway analysis(IPA)identifies a network of genes that show upregulated b-catenin binding at promoter regions in the NAc of resilient versus susceptible mice.Nodes represent differentially regulated genes,with green meaning up in resilient versus susceptible and red meaning down in resilient versus susceptible.The blue arrows indicate that the direction of regulation is consistent with IPA prediction of an upregulated b-catenin network in resilience;for example,a blue arrow means that a target gene that would be expected to be upregulated by b-catenin is in fact upregulated in this list.In contrast,yellow arrows indicate that the regulation observed is inconsistent with expectations,while grey arrows indicate lack of pre-existing data to formulate expectations of b-catenin action.Left panel shows mostly expected regulation of the b-catenin network (that is,upregulation)in resilience;right panel shows non-specific changes occurring in a randomly chosen signal transducer and activator of transcription-4(STAT4)network.

RESEARCH ARTICLE

Extended Data Figure10|Validation of local Dicer1knockdown.Note significant knockdown of Dicer expression in NAc after intra-NAc delivery of viral-Cre to floxed Dicer mice(*P,0.05,two-tailed t-test,n57GFP,n56 Cre).Data are presented as mean and s.e.m.and are representative of two experiments.ARTICLE RESEARCH

相关文档
相关文档 最新文档