Results
Splicing-driven RBP motif analysis identifies HuR as a t op regulator in osteocytes
under high glucose stress
Primary osteocytes obtained fr om Dmp1-T opaz mice wer e cultured in HG or NG f or 72
hours. RNA-seq analy sis showed minimal gene expr ession changes with TXNIP and
CD36 among the t op r egulat ed (Figure 1A). rMA T s analysis of the 5 canonical splicing
pat terns; skipped ex on (SE), mutually ex clusive exons (MXE), retained intr ons (RI),
alternative 5’ splice site (A5SS), and alt ernative 3’ splice site (A3SS) revealed significant
changes (FDR 0.2) in ~2% of total events, predominantly SE and A3SS
(Figur e 1B).
32 GO Biological Processes (GOBP) and pathway enrichment analysis of AS
showed that diff erent AS programs c ontribute diff erently to cellular biology . Specifically ,
SE DSGs revealed enrichment in cyt osk eletal remodeling and protein regulation via
ubiquitination, and several pathways involved in matrix maintenance and repair (Figure
1C, Supplementary T able 1). MXE DSGs were enriched in pathways involved in collagen
s ynthesis and organization, skelet al tissue development and pathways involved in cell
gr owth and r egulation of fluid balance (Figure 1D , Supplementary T able 1). A5SS DSGs
were predominat ed by pathways r elated to post transcriptional and translational
r egulation including ribosome t argeting, rRNA processing and quality con trol of mRNA
translation. A3SS DSGs wer e involved in RNA splicing, sever al signaling pathwa ys
involved in cell growth and diff erentiation and parathyroid hormone action. DSGs in RI
showed cell cycle r elat ed terms, ribosome and translation r egulation as well as
ubiquitination (Supplementary Fig 1A-C and Supplementary T able 1).
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B e c ause these AS chang es su g g es t ed alt er ed pos t-tr ans cript ional con t r ol, w e ne xt
in t e rr og a t ed RBP moti f enrichment using r MAPS2. 33 W e filt er ed t he t o p up enriched
and down enr i ched moti f p os it i o ns fr om a ll 5 AS dat asets ba sed on p values < 0.05 (t
t est) . Ar ou nd upr egulat e d s plice ev en ts, HNR NPL and HuR w er e the t o p e nriched in SE
( F igur e 2A, Supplement ar y T a b l e 2), in MXE, ZC 3H14 a n d Hu R. In A5SS, HNRN PL and
H uR, in A3SS, FU S and H N R N PH2 and in R I we obser v ed no e nr ic hed R BP m otif s a t a cut
of f v alue of p <0 .05 (Supp l eme n t a r y Fig 2A -D and S up pleme n t a ry T able 2). Ar ound
do w n r egula t ed spli ce ev e n ts, KHD R BS1 and Z C3H 14 w er e the t op enr iched in SE
( F igur e 2B ), in MXE, Z C 3H 14 and T r a2-bet a, in A5SS, HNR PLL and HuR show ed the
highes t enrichmen t. In A 3SS , RBM47 and SRp20 w er e the mos t enr ic h ed while in RI
R BMS3 and P ABPN1 w er e dominan t (Supplemen t a r y Fig 3A-D and Supplem en t a r y T able
2) .
The analy sis s h owed t ha t sever al H uR mot i f s w er e enr ic hed in up r eg ula t ed s p l ice
ev en ts. Fi gur e 2C show s an e xampl e of HuR b inding moti f s ar ound SE d i f f er e n tia lly
s p l i c e d exo ns . O u r bi oi nfo r m at i c s a na l y s is p o i nt s to Hu R a s a to p r e g u l a t o r y R BP i n A S ,
t her e for e w e meas u r ed H uR mRNA a n d pr ot ein level s in ML O-Y4 cells e x p o s ed t o HG.
mRN A e xpr ess ion wa s do wnr egulat e d as mea sur ed b y qP CR w hile pr ot ei n e x pr es sion
did not c hang e as measur ed by w est ern b l o t (Figur e 3A-C) . Simila rly , HuR mRNA a lso
decr eased in the long bones of h yp er gly cemic mi ce (Supplemen t a ry Fig 4) tha t w e r e
f ed a moder a t ely HFD f or 16 w eeks as mea s u r ed by qP C R while pr ot ein l ev e ls did not
chang e c ompar ed t o ND ( Fi gur e 3D- F).
HuR KD r ev eal s tr anscript o mic an d phenot y pic chang es in ML O - Y4 c ells
W e knoc k ed do w n HuR in MLO-Y4 ce lls (Y
KD ) us ing t wo indep endent shRN A c ons truct s ,
bo th of whic h eff ectiv ely r educed HuR pr ot e in levels (Figur e 4A ). D es pit e co mpar able
knoc k down e f ficiency , w e ob ser v ed d iff er ences bet w e en the tw o c ons tr uc t s . C onst ru ct
A ( Y A KD ) ind uc ed s ev er e c yt ot o xic it y , including a signific an t los s of cell viabil it y (Figur e
4B ) a n d dr amatic morpho l o g ic al c han ge s c h a r ac t erized b y a s ev er ely r educed
cyt oplasmic v olume and near co mpl et e loss of dendr it es (Fi gu r e 4C, D). Additionall y ,
G S E A r e s u l t s f r o m Y A KD s how ed enrichmen t i n DNA d amage and cell cy cle chec kpoin t
pa t hw ay s in addition t o RNA met abolis m and s p l icing t er m enrichmen t espit e min imal
evidence of diff er en t ial s p l icing (Supp lement ary Fig u r e A, 5B) . T h i s pa t t ern is con sist en t
with g lob a l s tr es s r esponse r a ther than spec ific H uR-depende n t r egul a tion. These
ph enotypic change s su g g est pot en tial of f -t ar g e t ef f ects. Co n str uct B (YB
KD )
e xperienced r educ ed c ell viabi lity an d morp ho logical chang es t hough t o a less er e x t ent
th a n Y A KD , and pr e served cell dend r i tes (Fi gu r e 4C, D ). T o ens ur e tha t ou r r esults w er e
no t c onf ounded by pot e n tial o f f- t ar g et ef f ects in c onst ruct A , w e us ed Y B KD f o r f u r t h e r
analy sis, her eaft er , t he t er ms HuR KD and YB KD ar e used in t er chang ea bly . R NA-seq
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analy sis of YB KD r evealed 129 dif f er en t ially e xpr ess ed g enes a t |Log2 F C| ≥ 1 and
a d j u s t e d p v a l u e < 0 . 0 5 c o mp a r e d t o Mo c k KD i n c luding H uR downr eg u l a t ion (Figur e 4E).
The t op 10 en r i ched pa thw a y s in pr e-r ank ed g ene se t en richment anal y s i s show ed
do w n r egula tion o f e xtr acellula r mat r ix or g aniz a tion and r e model ing , inc lu ding s ev er al
c ollag ens , ma t rix met al lopr o t einas es and ca t heps in s- gr owt h a n d d evelopme nt
pa t hway s, f a t ty a cid and cholest er ol bios yn the si s pa thwa y s , in ad dition t o cell si gnalin g
pa t hw ay s in v olved i n inflamma ti on and cellular hom eos t asis . Upr egula t ed pa thw a y s
show ed a clear tr end t ow ar ds enric hmen t in pa thw a y s r ela t ed t o qualit y con t r ol o f
mRN A pr oces s in g , t r an s la t i o n and rib o s omal t erms. In addit ion t o p at hw ay s r ela t ed to
immunity and pa th wa y s r ela t ed t o c yt os k elet on o r g aniza tion (Fig u r e 4F and
Supp l emen t a ry T able 3) . Ov er all, the tr anscript omic p r ofile of Hu R KD poin ts t o a
c omple x r ol e f or HuR i n c ontr oll i n g sever al as pe cts of cellular ho meos t a s i s including
cyt os k el et al or g aniz at ion, e xtr a cellul ar matrix p r oteins and a r ole in r egula ting m RNA
pr ocessing and tr an sla tion.
HuR r eg u la t es t r ansla tional and m et abolic st r ess adap t a tion splicing pr ogr am s
W e fu rther c ompar ed alt ernat i ve m RNA s pli cing pa t t erns bet ween YB
KD a n d M o c k KD .
W e summar ized the output of t he A S analy s i s fr om junction a n d e x on body c oun t s
( JCE C), the t o t al numb er o f JC E C even ts was 24 th ous and ev en ts, with 3% s ho wing
signific a n c e between YB KD and Moc k KD . A m on g th e A S p at te r ns d e te c te d , S E
r epr esen t e d the mos t fr eq uen t ly r egula t ed ev e n ts, while RI even t s w er e the leas t
r egulat ed ( F igur e 5A ). This o bs erva t ion aligns with the earl ier H uR moti f analysis in
pr imary ost eoc yt es (Supplemen t ar y Fig 2 and 3) , wher e RI ev en ts show ed t he leas t
enr ic h men t in HuR mo tif s ar ou nd diff er e n tia lly s pliced in t r ons. DS G s (Figur e 5B ,
Supp l emen t a ry T able 4) wer e us ed t o per f o rm g ene o n t o logy (G O) and over
r epr esen ta tion fu nc t ional annota ti o n ( O R A) f o llowing HuR KD . The t o p 10 sc oring
cellular c ompon en ts i n c luded ribonucleopr o t ein c omple xes (RN P s), rib osomes and
mi t ochondria (Figur e 5C). ORA analy sis r esult s r ev ealed tw o major cl u st er s of enriched
pa t hw ay s. Fi r st , t r an slat ion-relat ed t erms, incl u ding r RNA pr oces s ing, RNA spli cin g ,
mRN A sur v eilla n c e (nonsen s e- mediat ed d eca y), ribosomal subunit s, and tr ansla tional
r egulat ion c ons is t en t with H uR’ s r ole as a n RBP . Se con d, met abolic or st ress-r es pon s e
t erms, inc lud i n g aut ophagy , H IF-1α signal ing , and insulin si gnaling pa th wa y s (Figur e 5D ,
Supp l emen t a ry T able 4) .
HuR KD sen s it i z es cells t o h yp er g ly cemic and o xida tiv e s tr ess induc ed c ell dea t h
Our i n i t ial analy si s poin t ed t o Hu R motif as a t op enr ic hed motif ar ou nd s pliced
t r ans c r ipts in HG c onditions, there f or e w e as sed the ef f ec t of H G on YB
KD c e l l s . W e
cultu r ed cells with N G or HG and M as o smot i c pr es s ur e c on tr o l , w e us ed H 2 O 2 a s a
po s itiv e c on tr ol . H G ind uc ed cell dea th only in YB KD cells but not in Moc k KD aft er 48 and
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72 hou r s indic a ting tha t H uR KD sens it ize s cells t o h yper gly cemic i n jur y . H y dr og en
per o xi d e induced o xida tiv e cell death in b oth cel l lines; b ut wi t h mar k edly gr eat er
let hal it y in YB
KD comp a r ed to Mock KD ( F igur e 6A ). H G is kn own t o induce o xida tive
s tr ess, ther e f or e, w e n ext e xamined whether these chang e s af f e c t ed r edo x
ho meost as is and cell u l ar su sceptibilit y t o o xida tive str es s . W e perf or med D CFD A a s s a y
which measur es R O S lev el s, t he r esults indic a t ed a decr ease in R OS pr od uction un der
baseline c ult ur e co nditions in YB
KD , howev er , upon tr ea ti n g cells with TBH P , a R O S
g ener at ing c ompound, R O S a c c u mula tion dou bled in YB KD c ompar ed t o M oc k KD (Figur e
6B ).
HuR dep le tion disrup ts o xida t iv e str es s a dapt a t ion by st abiliz in g TX N I P m RN A
T o f urth er e xpl or e the mechanis m by whi ch H uR r e gu l a t es o x ida ti v e str e ss r es pon se,
w e m e a s u r e d t h e e x p r e s s i o n l e v e l s o f T X N I P . T X N I P m R N A l e v e l s i n c r e a s e d a f t e r H u R
knoc k down (Figur e 6C). We then perf ormed RNA i mmunop recipit a t ion (RIP) , which
show ed t ha t H uR-speci f ic an tibody ef f ec t i v ely c o-pr ec ipit a t ed TXNIP mR NA compared
t o neg a tiv e IgG c on tr ol and pr ecipit at ed 70% mo r e TX NI P mR N A th a n Mo ck
KD
c onfir ming dir ect int er action (Figur e 6D). We th en quan tified TX N I P mR NA deca y aft er
actinom y cin D tr ea t ment; Hu R K D inc r eas ed TX NI P s t ability ( Δ t ½ = 1 . 4 7 0 → 1.846
ho ur s), an almost 25% inc r ea s e in mRNA half-li f e. T og eth er , H uR bind s TX N I P mR NA
and limi ts its s t ability , pr ovid ing a mec hanis tic link bet ween HuR los s an d heig h t en ed
o xida tive st r ess sen s it iv it y .
HuR r eg u la t es in s ulin se nsitivity
Our DS G analy si s poin t ed t o ins u l in s ignaling t er m enr ic hment, and in s ulin is a known
suppr essor of T X NIP e xpr es si o n. 34 Ther e f o r e, we in v est ig at ed the functionalit y of o ur
D SG analy s is (Figur e 5D ). W e as se s se d whether HuR KD alt er ed ins ulin r es po ns iv eness.
H uR KD exhibit ed a r educed r esponse t o ins ulin s timula tion , a s evidenced b y d ecr ea sed
A KT phosphoryla tion (p-AKT) in Figur e 6F .
HuR KD induc es m it ochondr ial dysf u nc t ion
Our D SG analy sis r ev ealed enrichmen t of mi t ochon drial -r el a ted t erms, and H uR KD
cells s ho wed both heig h t ened suscept i b i li t y t o R O S-induced dea th and i nc r eas ed R OS
ac cumula tion. Bec a u s e mit ochondr i a l r espir a tion is a pr i mary sour ce of cellular R O S,
t hes e findings pr omp t ed us t o e xami n e mi t ochondr ial mas s and function. T o quan ti fy
mi t ochondria l density , we u sed Mit ot r ac k er CM XR o s R ed, a sele ctiv e mi t ochondr i al dy e.
Mit ochondr i a loc alized a r ound t he nuclei a n d e x t ended t o d endri t es, and w e obser v ed
r educed mean fluo r es cence in t ensity in YB
KD c e l l s c o m p a r e d t o M o c k KD ( Fi gu r e 7 A , B ) .
Ne xt, w e measur ed m it oc h ondria l f unction using Seahor s e XF Cell Mito-St r ess t es t
( F igur e 7C). YB KD cells e xhibi t ed r educ ed mi t ochondr i al r es pir at ion. Basa l OCR, ma ximal
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r es pir at ion, s par e r e spir a t ory capaci ty , c oupling e f ficienc y and A T P p r od uction w er e
r educed. Pr ot on leak r e ma ined unc han ged, su g g e st i n g t ha t th e m it oc h ondria l
membr ane is in t ac t . Th e o bs erved r eduction in O C R al so e xt end ed t o n on -
mi t ochondria l r es pir a tion, sug g es ting t ha t th e decl ine in o xyg en c onsump t i o n is partly
a t t r ibut abl e t o reduced activity of non- mi t ochondr ia l o xy g en-c ons u ming enzyma tic
r eac t ions (Figur e 7D ).
HuR KD disrupt s t r anslat ional sig n aling while pr eserving global pr o t ein out put
Our DS Gs analy s i s r ev ealed significan t enrichment in pa thw a y s r ela t ed t o tr ansla tional
c on tr ol, t here f o r e, we in v est ig at ed sev er al k e y tr ans la tion a l s ignal s. W e asse s s ed the
ph os pho ryla t ed s t a tus of the mec hanis tic t ar g et of r a p a m y cin (mT O R), a cen tr al
media t or of mRNA t r anslat i on and pr ot ein s yn thesi s . mT OR pho s phor ylat es tw o k e y
immedi at e t ar g ets, the p70S6 kina s e ( p70S6K) and euk ary otic initia tio n f act or 4E-
bind i n g pr ot ei n 1 (4E- BP1).
35 T ot al le v els of p7 0S 6 K and 4E-B P1 w er e r ed uced in H uR
KD c ells. How ev er , their phosphor yl a t ed f or ms, p-p70S6 K and p-4E-B P1 , incr ea sed,
r es ult i n g in inc r eas ed phosphoryla t ed- t o -t ot al pr o t ein r atios ( F igur e 8A, B). We ne xt
e x amined mi t og en activa t ed pr o t ei n kinas e- i n t er acting serine/thr eonin e kinase 1
( MAPK- MNK1) a xis, which pr ed ominan t ly r egula t es c ap dependent tr ansla tion
init i at ion, the p r edom inan t f o r m of t r ans la t i o n i n e u kar yo tic cells. Ph os ph oryla t ed
MN K 1 decr ea sed, wher eas t ot al MN K 1 lev el s r emained u nc hang ed (Figur e 8C).
C ons i s t en tly , ups tr eam of MNK1 , the e xtr a cellular signal-r egula t ed kinases1/2 (ERK1 /2)
show ed r educed levels o f bo th phosphoryla t ed and t ot a l pr o t ein ( F igur e 8D ).
Fur thermore, t hes e pa t hwa y s co n ver g e on the euk ar yot ic initiat i on f act or 4E (eIF4E) , a
dir ec t subst r a t e of MNK1 and 4E- BP 1. In H uR KD cells , b oth t ot al and phos ph oryla t ed
lev els w er e r educ ed , leading t o a low er p -eIF4E/eIF 4E r at io (Figur e 8 E). T o det er mine
whet her th es e mo l ecular c hang es af f ect ed ov er all pr ot e in tr ans la tion , we perf or med a
pu r omy cin inco rpor a t ion as sa y t o me a sur e nascen t p r otein s yn thesis r a t e. D es pit e th e
pr onounced a lt er ations in these t r a nsl a t ional regula t or s, no s ignific an t diff er ences in
global pr ot e in syn t hes i s r a t es wer e det ect ed s u g ge s ting mai n t enance of tr ansla tional
ou tput t hrough t he comp ens a t ory ac t iva ti on o f mT O R 1 (Fi gu r e 8F).
Materials and methods
1. P rima r y cells an d c ell lines
Pr imary os t eocyt es w er e isolat ed fr om n eon a t al c al v ar i ae of C57B L /6-T g (D mp1-
T opaz)1I k al/J u s ing s erial enzyma tic d i g es tion w it h c ollag enas e a n d ED T A f ollowed by
f l u or esc en t activa t ed cel l s or ting (F ACS) a s de s cribed pr evi o us ly . 49 A f t e r i s o l a t i o n , c e l l s
w er e cultur ed a t s t andar d c ondition s (37 /i1ZiKU, 5% C O 2 ) o v e r n i g h t in a l ph a - m in im um
es se n tial mediu m (ZiKU-MEM; Wa k o Pu r e Chemical In dust ries, O s a k a, Jap a n ) c on t aining
10% f et al bovin e s er um ( FBS; Biowes t, Nuai llé, Fr an ce), 100IU/mL p enic illin G , 100
μ g / mL str ept omy cin ( 1% P / S) c on t ai ning 5.5 mM gluc o se ( s t andar d medium). Aft er
t ha t, th e med ia w as r eplac ed w it h fr esh 5.5mM gluc o s e ( normal gluc ose, NG), 2 5 mM
gluc ose (Si gma-Aldr i ch, St . L ou i s, MO , USA) (h i gh g luc o se, HG) c on t aining media or 5.5
mM gluc os e supplemen t ed wi t h 1 9.5 mM mannit o l ( os mo tic con t r o l, M) (Sigma-
A ldrich) f o r 3 d ay s. ML O-Y4 cells (Adde xBio T echnologies ) w er e ma int ain ed a t 37 /i1ZiKU,
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5% C O 2 in s t andar d medium and k ept a t 70-80% conf luenc y a n d passa g ed as needed.
St and ar d medium w as chan g ed t o NG , H G o r M media f or s ubsequen t e xper i ments.
2. Mice an d f ee ding e xperime n ts
12- week-o l d male C57BL/6J mice wer e pur c h a sed fr om C L E A Japan (T o ky o , Japan).
Mic e w er e accl imat ed f or 4 w eek s in specific pa thog en-f r e e (SPF) co ndit ions under a
12- h li gh t / dar k cy cle wit h a d l ibit u m f eeding (R esear ch Diet, D 12450H , J apan) and a t 16
w eek s the mice w er e r andomly alloc a t ed t o a 10% K cal fr om f a t t ermed normal diet
( N D ) ( R e s e a r c h D i e t , D 1 2 4 50 H , J a p a n ) o r 4 5% K c a l f r o m f a t t e r m e d h i g h f a t d i e t ( H F D )
( R es ear ch Diet , D 12451 , Japan) f or 16 w eek s t o induce chr on ic h yper gl y c emi a. The
mi ce w er e t est ed f or f ast ing blood gl uc ose and gluc ose t oler ance a t 4 and 8 w eek s of
diet a n d on e da y b ef ore c ollec t i n g t h e bones at 16 week s of diet with 5 mi ce per gr oup.
A f t er s acrif i ce, t he long bo nes (f emu r , t ibia, hume r us ) w er e e x ci sed. The musc le s and
soft tis s ues w er e car e f ull y r emov ed, and the bo nes wer e scr a p ed usi n g a sc alpel. The
epiph y se s w er e cut and th e bone marr ow flus hed in phospha t e- buff e r ed sa line (PBS)
x1 a t 9000 x g , 4 /i1ZiKU thr e e times . The bones w er e immedi a tely fr o z en in liq uid nitr og en
and st or ed a t -8 0 /i1ZiKU f or RN A and pr ot ein e x t r action. A ll procedur es in v olvi n g a n i mal s
w er e perfor med in a cc or dance with the ARRIVE g u i d el ines and wer e app r ov ed by the
R egula t i o ns f or Anima l Ex per iment s and R ela t ed Activit ies a t T ohok u U niv er sity
( 2021DnLMO-0 07- 04).
3. B lood glucos e m eas ur emen t and glu c ose t oler ance t est
F as ting bloo d gluc o s eand glu c os e t oler a n c e w er e as sessed aft er a 6-ho u r f ast (
8:00
AM–2:00 PM ) u sing a r oden t sp eci f ic glucomet er with comp at ibl e L G s en s or s
( L abGluc o Funa k o s hi., T o ky o , J apan). Ap pr o ximat ely , 5 μ L or les s of blood w as dr a wn
f r om a t a il t ip clip at 0, 15, 30, 60, and 90 minut es.
4. Sho rt hair pin RNA knock dow n
T w o shor t hair pin RNA (s h R N A ) seq uences t ar g eting mouse HuR / ELA VL1 mRN A w er e
designed us in g V ect orB uilder ’ s sh RNA T ar get D es ign t ool. An emp t y bac kbone
sequence w a s u sed a s a non-t ar get ing con tr ol. The shRNA oligonucle otides w er e
or der ed and s yn thesi zed b y F ASMA C Co., L t d. (K anag aw a, J apan). Oli go s w er e annealed
and lig at ed and cl o ned int o pLK O.1 pur o v ec t o r ( Addg ene, Plas mid# 8453). Plas mids
w er e then e x t r act ed u s ing Nu cleos p in plas mi d DNA purific a tion k it (Mac her ey-N ag el,
D ür en, German y) f ollow ed by v alidating the ins er ti ons u s ing co l o n y - PCR con firming
sequence s b y Sang er Sequenci n g (Eur ofins Genomics , T ok y o , J apan). HEK293 T cells
w er e c o-t r ansf ec t ed with shRNA plas mids , len tivir al packagin g plasmid psP AX2
( Addg ene, Plasmid#12260) and V SV - G en v elope e xpr es s ing pla smid pMD2 . G ( Addg ene,
Plasmid#12259) using L ipof ect amine 3000 (Ther mo Fis her Scien tific, Waltham, MA,
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USA). V ir al part i cles w er e c oll ect ed a ft er 48 and 72 hour s , cen tr ifug ed a t 1500 x g f or 5
mi n ut es and super nat an t w a s fil t ere d thr ough a 0.45 µm PVD F filter . V i r al par ticl es
w e r e s t o c k e d a t 4 /i1ZiKU f or imm ed i at e us e or -80 /i1ZiKU f o r l ong t erm s t or ag e. ML O-Y 4 cells
w er e gr own t o 80% conf luenc y in s t andar d medium , t hen media w as chang ed t o
t r ansdu ction medium c on t a ining st andar d medium a n d lentivir al par t i cles c on t aining
super nat an t a t 4:1 (by volume) and 8 µg / mL poly b r ene (Sigma-A ldrich, S t. Louis, M O ,
USA) f or 24 hour s . T r an sdu ction medium w as then r eplaced with s t andar d medium and
incuba t ed f or 6 h our s th en pur omy cin w a s ad ded a t (2 µ g / mL) and t r an sf ect ed cells
w er e select ed f or 7 da ys be f or e passa gi n g . C on st ruct sequence s of con t r ol Mo c k
knoc k down (Mock
KD ), c ons tr uc t A knock do wn (Y A KD ) and c ons tru c t B knock do w n (YB KD )
in S u pplement ary T able 5. A and B d enot e 2 s epar a t e c onst ructs and ( Y) denot es t hat
MLO-Y 4 cell s wer e used f or knoc k do wn.
5. R N A s equ e nc ing
T o ta l R N A wa s ex t rac te d u s i n g Q i a g e n RN e as y k i t (Q I A G EN, Hi l d e n, G e rm a ny ) w i th a
D N a se dig es tion s t ep ( Q IA G E N) as p er manuf actur e r ’ s inst ructions. The s amples w er e
pr ocessed b y Azen t a, Japan as f ollow s : s amples w er e scr eened and qu a n tif ied o n an
A gi len t 4200 T apest at ion wi th R N A S cr e en T ape. The r es u l t an t RIN (R NA in t egrity
nu mber) w as 9. 9 or 10 f or al l s a mples . mR NA w a s enriched u s ing N EB Ne xt P oly ( A)
mRN A Magnet ic Isola tion Module (NEB) and R N A libr ar y pr epar at ion w as done
NEB Ne x t U ltr a II Dir ectional RNA L ibr ar y Pr ep Kit (Il lumina E7760) . Sa mples w er e
po oled on an Ill u m ina N ov aseq t o obtain pair ed en d 150bp r eads w it h a t arg et dept h of
50 mil lion r eads p er sa mple. F A S T Q files wer e then used f or bi oinf or matics analy s i s. All
sequencin g e x per imen ts wer e don e i n tr ipl ica t es.
6. R N A s equ e nc ing a naly sis
Quality co n tr ol of r aw F A S T Q files w as c onduct ed us in g F a stQC. Adapt er s and low-
qu a lit y r eads w er e r emoved us ing T r immomatic.
50 T rimmed r eads wer e ali gned t o the
mous e r e f erence g enome (M35, GR C m39) usin g the splice-aw ar e aligner HISA T2. 51 T h e
r es ult i n g B AM fil es of mapped r ea ds w er e qu a n t i fied ag ai n st g ene f e a t ur es us ing
F ea tur eCoun ts wit h de f au lt par amet er s. 52 Di f f er ential ly e xpr ess ed g enes (DE G s ) w er e
iden tified us ing Limma-V oom, 53 app lying TMM no rmaliza t i o n an d d ef in i ng D E Gs a s
t hos e with |log₂ f old c hang e| ≥ 1 and adjus t ed p value < 0.05.
7. A S and RBP m otif analysis
A li gned BA M files w er e used t o c o nduct AS analy si s u sing t he rMA T s-t ur bo suit e. 32
St a t istic al s ignific ance of AS ev en ts was c ons ider ed a t FDR 0.2 t o f i lt er
in diff er e n t ia l ly spliced g ene s (DS G s ) . Spli c e motif anal y sis wa s c on duct ed us in g
rM A Ps 2 .
33
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8. Gen e on t ology and fu nction al e nrichmen t analys is
D SGs w er e us ed f or functional enric hmen t analy s es . The output o f rMA T s w a s piped
in t o r M AP s t o g ener a te RBP mo tif maps. 33 D E Gs a n d D S Gs w er e analy zed f or g ene
on t o logy ( GO) and f unctional enrich men t analy s is u sing ei t her Da vid G O functional
anno t a t ion t ools or eV IT T A ’ s pr e-r ank ed g ene set enr ic h men t analy si s ( G S E A) or
ov er r ep r esen t ation analy s is ( O R A) toolbo x.
54 Figur es in this pu bli c a tio n wer e made
using be spo k e s cripts in Rst udio 4.4. 0 ggplot or g gplot 2 pack ag e s and e xt ensions .
9. Cell viabilit y assa y
In a 96- well pla t e, 1×10 4 M o c k KD , Y A KD o r Y B KD w er e seeded in eac h w ell . Cells w er e
cultu r ed in each w el l with 200 μ L of α- MEM supplemen t ed wi th 10% FBS an d 1% P / S.
C e ll viabili ty wa s mea sur ed a t 0, 2 4, 4 8, and 72 ho ur s. Th e plat e was then i ncuba t ed f or
2 h our s a t 37°C wit h eac h w el l c ont ai ning 100 µ L of α-MEM and 10 µL of C el l C oun ting
Kit -8 solution ( Doj indo Labor a t or ies, K umamot o , Japan). Absorbance w a s meas ur ed a t
450 nm us ing a mi cr opla t e reader (Su nrise™ R emot e, T ecan, Männedorf , S witz erland).
10. R eal-t ime polymer as e chain r eactio n (qPCR )
R N ea s y kit (QIA GE N ) w a s u sed t o e x t r act t ot al RNA fr om cells a cc or ding t o
ma n uf ac t ur er ' s ins tru ctions and T ri z ol-chlor of or m w as u sed t o e xtr act R N A f r om bones.
1 f emur w as immer sed i n 1 mL T ri z ol and pulv eriz e d 5 times at 5000 R PM s peed set ting
f o r 60 se co nds each in T OMY Micr o Smas h MS 100 Cell Disrupt or . T ot al RNA w a s u sed
t o s y n t h e s i z e c D NA u s i n g t h e S u p e r S c r i p t ® I V F i r s t - S t r a n d S y n t h e s i s S y s t e m ( I n v i t r o g e n ,
C a r ls bad, CA, USA) acc or ding t o man u f ac t ur er's ins tr uc t ions . mR NA e xpr e s s ion v a lues
wer e mea sur ed u s ing the CF X96 T ou c h R eal-Time PCR D et ection S ys t em ( B i o-Rad).
11. RNA Im munopr ecipitation (RIP ) assa y
R IP ass a y wa s p erfor med us ing t he EZ- Magna RIP kit (Mil lipor e, Bi ller ica, MA)
ac cording to t he manufactur er’s i n s t ructions. Briefly, cells at 80% confluenc y w er e
s craped off and lysed in RIP ly s i s buffer p rovided in the kit. Then 100ZiKUµ L of whole cell
lys ates wer e incubat ed wi t h RIP buff er containing magnetic beads conjugat ed with
ant i- HuR ant ib ody (or n ormal IgG as negative c ont rol, Anti-SN R NP70 a s po s it i ve
cont rol). After washing, R N A –protein comple xes were eluted and digested with
pr oteinase K, and the RNA was pur ified usi n g t he ki t reagents. Purified RNA was
subje cted to cD N A synthe sis and q PC R anal ysi s a s de s cribed in t he RT-qPC R section.
12. m RNA st ability ass a y
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T o est ima t e mRNA hal f- lif e, nasc en t tr anscription w as bloc k ed with Actinomy cin D
( ActD , final 10ZiKUµg /ZiKUmL ) . A t t ZiKU=ZiKU0, 1 , 2, 4, 6, 8 ZiKUh aft er addi t ion, cells w er e r apidly
w ashed w it h ice-c old PBS and ly s ed in TRIzol and R T-qPCR w as done a s des cribed.
mRN A d e c a y r a t e w as mea sur ed by non-linear r eg r es sion cur v e fit t ing (on e ph a se
dec a y) u si n g Gr aph P ad Pr i sm u sing t he f ollowing par amet er s: goodnes s of f it w as
qu a n tif ied with R
2 , u s ing or dinar y fit a t c onfidence level 95%.
13. In s ulin r es po nse t est s
Mock KD o r Y B KD c ells w er e seeded in α-ME M supplemen t ed wi t h 10% FBS and 1% P / S
un t il r eaching 80% c onfluenc y . The media w e r e t h en r ep laced with α-MEM c on t aining
1% P /S and 1% F B S f or 3 hour s f o l low ed a swit ch t o the s ame media wit h or witho ut
100 nM insulin (Sigma-Aldr ich). A f t er a 30-mi n ut e incuba ti on pe riod, c ells w er e
harv est ed and pr ot ei n e xtr act ed using r adioimmunopr ec ipit a t ion (RIP A) assa y buf f er
( Millip or e, Bur l ing t on, MA, US A ) co n t aining 1% pr ot eas e and pho spha t ase inhibit or
c oc kt ail (Thermo Fis her S c ien t ific ) on ice f or 20 minut es; in soluble ma t e r ial w a s
separ a t ed by cen tr i f ug at ion a t 14000 xg. T ot al p r ot ein w as c ollec t ed f or w es t ern blo t
analy sis.
14. R eactiv e o xy g en specie s d et ec tion ass a y
Mock
KD o r Y B KD ( 2 . 5 × 1 0 4 c ells per w ell) wer e seeded in a black, cl ear bott om 96-well
mi cr o plat e overnigh t. In t r acellula r r e activ e o xy gen s pe cies ( R O S) lev els wer e measur ed
using t he D CFD A/H2D CFD A- Cellular R OS A ss a y Kit ( Abc am, C amb ridg e, U K) ac c or ding
t o manuf a ct ur er's ins tru c t ions . Cells wer e s t ained with 20 μ M D CFD A in H BSS f or 45
mi n ut es a t 37°C . Moc k
KD o r Y B KD cells t r ea t ed wit h 50µM TBHP f or 4 hou r s w er e u sed
as po si t ive c ontr ol. DCF fluo r es cen ce in t ensity was measur ed u sing a f l u or e s c ence pla t e
r eader (Fle x St ation 3, Molec u l ar Devices, San Jo se, CA, USA) with e xcit a tion a t 485 nm
and emi ssion a t 535 nm.
15. W e st ern blo t
C e lls w er e ly s ed us ing R IP A assa y buf f er ( Mil lipore, B url ing t on) con t ai ning 1% pr ot ea se
and phospha t ase inhibi t or cockt ail ( Thermo Fisher S cien tif i c) on ic e f or 20 minut es;
insoluble ma t e rial w as s epar at ed b y cen tr i f ug a tion 14000 x g. Pr ot ein fr o m bones w a s
e xtr ac t ed in RIP A bu f f er and pr ocess ed simila r t o RNA e xtr action abov e. T ot al pr o t ei n
w as quan tified usi n g Pier c e™ BCA p r ot ein ass a y k it ( Thermo Fisher Sc ien t i fic ) . T o
pr epar e f or SDS-P AGE g el electroph or esi s, t he pr ot ei n w a s tr eated with β-
Mer c apt oeth a n ol ( Bio - Rad Labor at ories) and L aemml i sample bu f f er ( Bi oRad
Labor a t or ies) 3:1 and d enat ur ed a t 95° C f or 5 minut es. Eq ual pr ot ein a moun ts w er e
loaded o n t o 4–15% Mi n i - PR O TE A N T GX P r eca s t G el s (Bio-R ad Labora t ories ) and
t r ans f err ed t o a T r ans-Blot T u rbo T r ans f er S y st em (Bio- Rad Labor at orie s ) a n d then
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block ed with Block-Ace (D S Phar ma Biomed ic al, Osak a , J apan) 1 ho ur a t r oom
t emper atu r e (R T). Prima r y a n t ib o dies w er e incuba ted ov e r nig h t at 4° C. The
membr anes wer e inc u bat ed with hor s er ad i sh per o x idase-c onju g a t ed an ti -r abbi t
an t ibody (Cell Signali n g T e chnology , Dan v er s, MA , USA) at a dilution o f 1:5,000 or an ti-
mous e an t i b ody ( G E H ealthc ar e, Chic ag o , I L , U S A ) a t a dilution of 1:10,000 f or 1 hou r a t
R T aft er being w ashed in tris-buf f er ed saline with T rit on X-100 ( TBS-T). Bound
an t ibodi es wer e det ect ed with SuperSignal Wes t F emt o Ma xi mum Sensi t iv i t y Sub st r a t e
( Thermo Fisher Scien tific) and a FU S I O N -F X6 ED G E Chemi lumi n es cence Imaging S y s t em
( Vilber Lou rma t , Coll égie n , F r anc e) . P rimary an tib od i es ar e in Supple ment a ry T able 5.
16. Co nf ocal micr osc op y
1 × 10
5 M o c k KD , Y A KD o r Y B KD cel ls w er e seeded in 35mm glas s b ot t om di s h over nigh t.
C e lls w er e fix ed wi th 4% f ormaldeh y de f or 1 5 minu t es, t hen w ashed 3 t imes with x1
PB S . C el ls w er e permeabi li z ed using 0 .1% T r it on X-100 f o r 10 min ut e s and block ed with
1.5% bovine serum albumin ( BSA) f or 30 minut es at R T . Cell s w er e incuba t e d with A l e x a
Fluor 568 Phalloidin ( In vi t r og en) f or 1 hour at R T . Aft e rwar ds, cell nuclei wer e s t aine d
with 4’ ,6-diamidino -2-ph en ylindole, dih y dr ochlor ide (D API ) (Thermo F isher Scien tif ic)
f o r 5 mi n ut es a t R T . F or mi t ochondr i al st aining , 5 × 1 04 liv e cel ls wer e incuba t ed with
t h e M i t o T r a c k e r ™ R e d C M X R o s F M ( I n v i t r o g e n ) i n a g l a s s b o t t o m d i s h f o r 4 5 m i n u t e s .
C el l s w e r e w a sh e d wi t h x1 P B S 3 t i me s an d f i x e d wi t h 4 % f o r ma l de h y d e f o r 1 5 mi n u t e s
t hen w as hed b y x1 PB S. Cells w er e incuba t ed f or 10 min ut es in x1 PBS c ont aining 0.1%
T rit on X-100 and s t ained with D API f or 5 minut es a t R T . Con f ocal imag es w er e acquir ed
using a Zei s s LSM800 c onf o c al las er sc anning mic r osc ope (Car l Zeis s , Oberk o chen ,
German y). Conf oc al micr ogr aph s a c q u i r ed with 10× and 20× objectiv es f or phalloid in
s t aining , and 40x f or Mit oT r ac k er ™ a s a s ingle optic al s lice.
17. Seaho r se m it ochondr ial mit o- str ess t es t
Ox y gen c onsumpt i o n r a t e (OCR) w as mea s ur ed usi n g t he Seahor se X F96 a n al y ser
( Agilent T echnologies, San t a C l ar a, C A, U SA) an d Mit o -s tr es s t est k it ( Agilent
T echnologie s ) along with S eaho r s e XF e96/XF Pr o Flux P ak (Agilen t T ec h nologies ) and
Seahor s e XF D MEM medium ( wi t hou t Phenol R ed/pH 7.4/ with HEPE S/ 500 mL , Agilen t
T echnologie s ) . Initially , Moc k
KD and YB KD cell s w er e s eed ed a t 25,000 cells/well in 96-
w ell plat es on da y one, while the XF e 96 sens or c ar tridg e h y dr at ed in 200 µ L c a libr a tio n
medium. On the ne xt da y , the cell m edium w as r eplaced wi t h Seahor se X F DMEM, and
cells wer e inc u ba t ed a t 37 ℃ in a C O₂ -f r ee incuba t or f or 1 h ou r . Dur ing thi s time, 1 µ M
oligomy cin, 0. 5 µM F C CP , an timy cin A, and r ot enone w er e loaded int o t he drug por ts of
t he c artr idge. Af t er loading , t he sensor plat e w as c a libr a ted in t he analy s er . F ollowing
c alibr a tion, the cell c ult ur e pla t e was l o a d ed, and the analy s i s initia t ed with the
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pr ogr am: s et : Mixtur e 2 minut es, Meas ur e 3 minut es, 4 set s in all s t ep s. P o rts : (A:
Oligom y c in / B: F CC P / C : An timy cin/ R ot enone).
18. P ur om y cin incorpo r a tion assay
Na scen t pr ot ei n syn the sis wa s ev alua t ed by pur omy c in inc or por a tion as sa y . Cells w er e
t r eat ed with 10 μg /mL pur omy cin (Si gma-A l d rich) f or 30 minut es pr ior t o har v es t. Cell
ly sa t es wer e pr epar ed and analy s ed by west ern blot as pr eviously d escribe d.
19. St a tist ic al analysis
A ll e x pe r ime n ts w er e done in 3 or m or e r ep lica t es . St at istic al analy s is w a s perf or med
using G r aph P ad Pri sm 9.0. Analy s is of two gr ou p compa ris o ns was d one us i ng s tuden t ’ s
t t est and mult iple gr oup c omparison was d one using o ne-w a y ANO V A f oll o wed by
T uk e y ’ s pos t ho c t es t. p v a lues of less th a n 0 .05 wer e consider ed signific a n t .
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Figure legends
Figur e 1: H igh glucos e induces minimal dif f e r en t ial g ene e xpr ess io n and e xt ensiv e AS
chang e s in prima r y ost eocyt es.
(A ) The V o l c ano plot comparing the log2 F C and -log10 adju s t ed P v alue of RN A-seq
da t a in prima ry os t eocyt es with g enes s h owi n g t he hig h est chang e s l abelled.
(B ) The par en t p ie chart s h ows s ignific an t AS ev ent s (2%) of t he t o t al ev ent s a t
t ar g et and jun c t ion r eads (JC E C) and t he s ec ondar y pie chart show s the per c en t ag e o f
signific a n t AS even t s of each type (SE, A5SS , A 3SS, MX E, R I) fr om t o tal signific an t
ev en ts in pri mar y ost eo c yt es.
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(C - G ) V olcan o plots a n d over r ep r es en t at i on analysis of DS G s ar o und AS ev en ts s ho wing
inclusion lev e l ( ΔZiKU) dif f e r ence comparing 5.5mM and 25mM gl u co se a t FD R < 0.05 and
0.2 < ΔZiKU < -0.2 in prima r y os t eocyt es . O v er r epr esen t ation analysis w a s d one thr ough
t he eVIT T A web-based t oolbo x.
A l l a n a l y s is w a s d o n e o n n = 3 .
A ls o , see S u pplemen t ary T able 6.
Figur e 2: RBP s motif s significan tly enriched ar ound A S ev en t s.
( A-B ) Th e x a x is (A tt ribu t e) r epresen t s the p os ition (R) of ea ch splicing eve n t i n 5’ → 3’ .
R BP binding mot if s a r e desc r ibed in th e y a x is. The panels s h o w SE R BP mot i f s ar ound
up and d own r egula t ed DSGs and bu b ble siz e and c olor d enot e the – log10 P v alue.
( C) Example p os ition a l dis tr ibut ion m ap of the HuR b inding mot if a r ound tar get S E e x on.
P o sitional dis tribution maps wer e gener a t ed using r MA P s 2. In t r onic r egions ar e 250-bp
f l anking sequen ces, and e x on r egions ar e 50-bp sequence s fr om the s t art o r end of t h e
e x on wher e th e RBP binds a r ound th e spliced e x on ( g r een) and c onst ituti v e e x ons
( g r ey). The s olid r ed and b l u e l ines ar e the mo tif en r i chmen t s c or es, and the dot ted
lines ar e the p v alu es in up and d ow n en riched moti f s, r espe ctiv el y . Black li ne r ef er s t o
bac kgr ound R BP s dis tr i b ution.
A ls o , see S u pplemen t ary T able 7.
Figur e 3: H uR m RNA is r educed in ML O-Y4 c ell s cultur ed in H G an d in th e lo ng bone s
o f H F D f ed mice, while main t aining HuR pr ot ein lev els.
(A ) H uR mR N A le v el in MLO-Y4 cells und er n ormal gluc os e ( NG), hi gh gluc ose (HG)
and osmotic c on t r ol ma n nit o l ( M). Da t a ar e p r es en t ed as mean ± S D , n=4. *p<0.05,
****p<0.000 1.
(B ) H uR pr ot ein le vel in MLO-Y4 cell s in n or mal gl u cose (N G ) , h i gh gluc ose (H G ) and
osmot ic c on tr ol manni t ol (M). Dat a ar e p r es en t ed as mean ± SD , n=7.
(C ) H uR mR N A lev el in the long bones of high f at diet (HFD) and normal diet (N D )
f ed mi ce. D at a ar e presen t ed as mean ± S D , n=4. *p<0.05.
(D ) H uR pr o t ein l ev e l in the long bones of high f a t (H F ) and no rmal diet (ND) f ed
mi ce. D at a ar e p r esen t ed as mea n ± S D , n=4. *p<0.05.
Figur e 4: H uR K D co nfir ms f unctionalit y in in ML O - Y4 cells.
(A ) W e st ern blot analy s is of HuR pr o t ei n lev els a f t er s hR N A- mediat ed knock down
in MLO-Y4 cells . D at a a r e pr esen t ed a s mean ± SD , n =3. ** p <0.01.
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(B ) C CK c ell viabili t y a ss a y . Da t a ar e p r ese n t ed as mean ± SD , n=4. **p<0.01 .
(C ) C onf oc al micr os copic imag es of phall o i d i n st ai n i n g , Scale b a r s : 200 µm f or the
10× imag e and 100 µm f or the 20× im ag e.
(D ) C y t oplas m t o nucleus r at io. The m ean of 5 analy sed r egions (co rner s and
cen t er ) o f a 35 mm glass bot t om dish wer e us ed. D a t a ar e p r esen t ed as mean ± SD , n=4.
****p<0.000 1.
(E ) V o l c ano plot co mparing the l o g2 F C a n d -log10 adju s t ed P v alue of RN A-seq
d a ta ( D E G s ) a f te r Y B KD in ML O-Y4 c ells , r ed arr ow =H u R. n=3.
(F ) Gene set enr i chmen t analy s is u s ing e V ITT A t oolbo x af t er YB KD o f D E G s a t L o g F C
1 and - l o g 10 adju st ed p<0.05.
Figur e 5: H uR K D induc es AS ch ang e s in ML O-Y 4 cells
(A ) The par en t p ie chart s h ows s ignific an t AS ev ent s (3%) of t he t o t al ev ent s a t
t ar g et and junction r eads (J CE C) and second a r y pie char t sho wing t he p er cen t a g e of
signific a n t AS even t s of each type (SE, A5SS , A 3SS, MX E, R I) fr om t o tal s ignific an t
ev en ts.
(B ) Sc a t t er pl ot showing D S Gs ar ound A S ev en ts in 5 pa tt er ns FD R < 0.05 a n d 0.2 <
Δ ZiKU < - 0.2.
(C ) Gene On t o l o g y Cellular C omponent (GOC C) en richmen t analysis of DSG s
per f ormed us ing th e D A VID F u nc t ion al Anno t a tion T oo l .
(D ) ORA of DSGs aft er YB
KD .
A ls o , see S u pplemen t ary T able 8.
Figur e 6: H uR kno c k dow n h eig h t en s o xid a tiv e st r ess th r ough e nh anc in g TXN IP
s t abilit y .
(A ) C e ll viabil i t y as sa y i n YB KD and Moc k KD cells in 5.5mM gluco se ( NG), 25 mM
gluc ose (HG), mannit o l ( M) and H 2 O 2 s t i mu l a t e d c e l l s. D a t a a r e p r e s e n t e d a s me a n ± S D ,
n=4. *p<0 .05, ** p <0.01,***p<0.00 1, ****p<0.0001.
(B ) R eactiv e o xy g en species (R O S ) measur eme n t. F old chang e is c alc u l a t ed aft e r
t r ea t ing cells wit h TBHP t o induce R OS f orma ti on. F old chang e r epr es en t s TB HP
s timula ti o n/ bas al line c ult ur e c onditi o ns . Da t a ar e pr esen t ed as mean ± SD (n=5 per
gr oup; *p<0.05, ***p<0.001)
(C ) TX NI P mRNA lev el in MLO-Y4 cell s af t er H uR KD . D a t a a r e presen t ed as m ean ±
SD , n =3. * *p <0.01.
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(D ) H uR RIP -qPCR in ML O-Y 4 cells demons tr a t ing TXNI P mRNA enrichmen t in H u R
immunoprecipit at es r el a ti v e t o IgG co n tr ol. D a t a ar e pr es en t ed as r elat iv e qu a n ti ty
no rmalized t o in put pr ep r esen t as mea n ± SD , n = 3 , ****p < .00001.
( E ) TXNI P mR N A st a b i lit y as sa y f ollowing actinomy cin D tr ea tment. D ec ay c urv es
w er e fi t t e d using a one-p has e e x po nen tial mo del; hal f- l i f e incr eased f r om 1.47 h in
Mock KD t o 1.85 h in YB KD . D at a poi n ts r epr es en t mean ± SEM (n = 6) , p < 0.03 f or deca y
r a t e con st an t (K) c omparison.
(F ) A KT / a ctin and p-AK T / AKT pr o t ein lev els in YB KD and Mock KD c ells. Da t a are
pr es en t ed as mean ± SD , n=4. *p<0.05.
Figur e 7: H uR kno c k dow n in duce s mit oc h ondrial dys funct i o n
(A ) Fluor es cen t micr osco pic imag es of Mi t o tr ack er CMXR os R ed s t aining
mi t ochondria.
(B ) Me a n f l u o r e s c e nt i n t e ns i t y (M F I ) o f Mi to tra c ke r C M XRos Re d st a i n i n g
mi t ochondria. D a t a a r e pr esen t ed as mean ± SD , n=4. ***p < 0 .001.
(C ) Seahor s e XF Cell Mi t o-St r es s show ing o xy gen c on s umption r a t e (OCR) in
pmol/ min.
(D ) P ar amet er s of mit ochon drial r espir a ti on. D a t a ar e pr esen t ed as mean ± SD , n=4.
*p<0.0 5, **p <0.01)
Figur e 8: H uR kno c k dow n in duce s tr ans la t ion dysr egula tion a n d pr es er v es global
p r ot ein s yn the s is r a t e
(A ) W e st ern blot o f p-p70S6K and p70S6 K pr ot ein l evels. n=4.
(B ) W e st ern blot o f p-4E-BP1 and 4E-B P1 pr ot ein lev e ls. n =4.
(C ) W e st ern blot o f p-MNK1 and MN K1 p r ot ein leve ls. n=7.
(D ) W e st ern blot o f p-ERK1/2 a n d ERK1/ 2 pr ot ein lev e ls . n=4.
(E ) W e st ern blot o f p-eIF4E a n d eIF 4E pr ot ein lev els . n=4.
(F ) W e st ern blot o f pur omy cin incor por a tion as s a y . n=4.
D a t a ar e p r esen t ed as mean ± S D of 2 or mor e independe n t b lots ( *p<0.05, **p<0.01 ,
****p<0.000 1)
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Sup plemen t ar y Fig 1: High g lu c ose induce s e xt en siv e A S chang es in p r i m a ry
os te oc y t e s .
(A - C ) V olcano p l ots a n d over r ep r es ent at i on analysis of DS G s ar o und AS ev e n ts s howin g
inclusion lev e l ( ΔZiKU) dif f e r ence comparing 5.5mM and 25mM gl u co se a t FD R < 0.05 and
0.2 < ΔZiKU < -0.2 in prima r y os t eocyt es . O v er r epr esen t ation analysis w a s d one thr ough
t he eVIT T A web-based t oolbo x. Al l an alyse s wer e d one on n=3.
Sup plemen t ar y F ig 2: Significan t ly u p -enriched RB P s m otif s a r oun d AS ev e n ts.
(A - D ) The x a x is (A t tr ibut e) r epr es en ts t he po si t ion (R) o f eac h s plicin g even t in 5’ → 3 ’ .
R BP binding motif s are desc r ibed in the y a x is. The panels show MXE , A5SS, A3SS and
R I RBP motif s ar oun d up and down r egula t e d DSGs a n d bubble si z e and c olor d eno t e
t he – l o g 10 P v alue.
Sup plemen t ar y F ig 3: Significan t ly d o wn-enr ic hed R BP s motif s ar ou nd AS ev en ts .
(A - D ) The x a x is (A t tr ibut e) r epr es en ts t he po si t ion (R) o f eac h s plicin g even t in 5’ → 3 ’ .
R BP binding motif s are desc r ibed in the y a x is. The pan e ls show MX E, A5SS, A3SS and
R I RBP motif s ar oun d up and down r egula t e d DSGs a n d bubble si z e and c olor d eno t e
t he – l o g 10 P v alue.
Sup plemen t ar y Fig 4: W eigh t and met abolic t est s of m i ce f ed a high f a t diet f or 16
w eek s.
(A ) Six-hour f ast ed b lood g luc ose lev el s of mice f ed a ND o r H F D . Dat a ar e
pr es en t ed as mean ± SD , n=5.
(B ) Gluc o s e t oler ance t est a r ea unde r t he c u r v e (A U C) c al cula ted f r o m indi vidual
gluc ose t oler ance t es ts of mic e f ed a ND or HFD . D at a a r e p r esen t ed as me an ±S D , n=5.
(C ) W eigh t in gr ams of mice f ed a ND or HFD D a t a are pr esen ted as mean ± SD , n=5.
Sup plemen t ar y Fig 5: Alt er na t iv e HuR KD (Y A
KD ) c on st ruct e nrichm en t analysis
sugg es ts o ff t ar get eff ect s
(A )
Gene set enrichmen t analy s i s u s in g eVI T T A t oolbo x af t er Y A KD of DE G s a t
LogF C 1 an d -log10 adjus t ed p < 0 .05. Enr ic hed t erms include splici n g and RNA
met abolis m as w ell as DNA dama g e r epair , cel l c heckpoin t ac t i v a tion and r edu c ed cell
adhen s ion and pr olif er a ti on.
( B ) Sca t t er plot s howing DS G s a r ound AS in Y A KD e v e n t s i n 5 p a t t e r n s s h o w i n g
almos t no di f f e r ential ly s p l iced g ene s a t FD R < 0.05 and 0.2 < ΔZiKU < -0.2.
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Sup plemen t ar y T able 1: Ov er r epr es en t ation analy s is of DSG s in pr i mary os t e o c yt es
cultu r ed in HG con ditions.
Sup plemen t ar y T able 2: T op 20 R NA binding mot i f s ar o und diff eren tiall y s plic ed
t r ans c r ipts i n p rimary os t eocyt es cultu r ed in HG con ditions.
Sup plemen t ar y T able 3: Ov er r epr es en t ation analy s is of DE G S in aft er HuR KD .
Sup plemen t ar y T able 4: D S Gs, ov e r r epr esen t a tion anal y sis of DSGs and GOC C
enr ic h men t analy s is aft er H uR KD .
Sup plemen t ar y T able 5: P ri m e rs s e q ue n c e s, s h RN A co nst r uc t de s ig n s a nd
antibodies
used for Western blotting.
Sup plemen t ar y T able 6: r MA TS outpu t fr om p rima ry os t eocyt es c ult ur ed in HG
c ondit i o ns .
Sup plemen t ar y T able 7: r MAP S out put fr om p rima ry ost eoc yt es cultur ed i n H G
c ondit i o ns .
Sup plemen t ar y T able 8: r MA TS outpu t aft er HuR KD .
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