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SRC inhibition prevents P-cadherin mediated signaling and function in basal-like breast cancer cells

Ribeiro, AS,Nobre, AR,Mendes, N,Almeida, J,Vieira, AF,Sousa, B,Carvalho, F,Monteiro, J,Polónia, A,Fonseca, M,Sanches, J,Santos, N,Seruca, R,Paredes, J

Abstract

This work was funded by Laço Grant 2014, by FEDER - Fundo Europeu de Desenvolvimento Regional funds through the COMPETE 2020 - Operacional Programme for Competitiveness and Internationalisation (POCI), Portugal 2020, and by FCT - Fundação para a Ciência e a Tecnologia/ Ministério da Ciência, Tecnologia e Ensino Superior under the projects PTDC/SAU-GMG/120049/ 2010-FCOMP-01-0124-FEDER-021209, PEst-C/SAU/LA0003/2013, NORTE-01- 0145-FEDER-000029 and POCI-01-0145-FEDER-016390. FCT funded the research grants of ASR (SFRH/BPD/75705/2011), ARN (SFRH/BD/100380/2014), BS (SFRH/ BPD/104208/2014), AFV (SFRH/BPD/90303/2012), as well as JP with Programa IFCT 2013 (FCT Investigator). IPATIMUP integrates the i3S Research Unit, which is partially supported by FCT in the framework of the project “Institute for Research and Innovation in Health Sciences” (POCI-01-0145-FEDER-007274).

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RESEARCH Open Access SRC inhibi ion p e en s P-cadhe in media ed signaling and unc ion in basal- like b eas cance cells Ana So ia Ribei o 1,2* , Ana Ri a Nob e 1,2,3 , Nuno Mendes 1,2 ,JoãoAlmeida 1,2,3 , And é Filipe Viei a 1,2 , Bá ba a Sousa 1,2 , Filomena A. Ca alho 4 ,JoanaMon ei o 2 ,An ónioPolónia 1,2,5 , Ma ina Fonseca 6 , João Miguel Sanches 6 , Nuno C. San os 4 ,RaquelSe uca 1,2,5 and Joana Pa edes 1,2,5 Abs ac Backg ound: Basal-like b eas cance (BLBC) is a poo p ognosis subg oup o iple-nega i e ca cinomas ha s ill lack speci ic a ge he apies and accu a e bioma ke s o ea men selec ion. P-cadhe in is equen ly o e exp essed in hese umo s, p omo ing cell in asion, s em cell ac i i y and umo igenesis by he ac i a ion o S c-Family kinase (SRC) signaling. The e o e, ou aim was o e alua e i he ea men o BLBC cells wi h dasa inib, he FDA app o ed SRC inhibi o , would impac on P-cadhe in induced umo agg essi e beha io . Me hods: P-cadhe in and SRC exp ession was e alua ed in a se ies o in asi e B eas Cance and con ingency ables and chi-squa e es s we e pe o med. Cell-cell adhesion measu emen s we e pe o med by A omic Fo ce Mic oscopy, whe e equency his og ams and Gaussian cu es we e applied. 2D and 3D cell mig a ion and in asion, p o eases sec e ion and sel - enew po en ial we e e alua ed in i o. S uden ’s - es s we e used o de e mine s a is ically signi ican di e ences. The cadhe in/ca enin complex in e ac ions we e e alua ed by in si u p oximi y-liga ion assay, and s a is ically signi ican esul s we e de e mined by using Mann-Whi ney es wi h a Bon e oni co ec ion. In i o xenog a mouse models we e used o e alua e he impac o dasa inib on umo g ow h and su i al. ANOVA es was used o e alua e he di e ences in umo size, conside ing a con idence in e al o 95%. Su i al cu es we e es ima ed by he Kaplan-Meie ’s me hod, using he log- ank es o assess signi ican di e ences o mice o e all su i al. Resul s: Ou da a demons a ed ha P-cadhe in o e exp ession is signi ican ly associa ed wi h SRC ac i a ion in b eas cance cells, which was also alida ed in a la ge se ies o p ima y umo samples. SRC ac i i y supp ession wi h dasa inib signi ican ly p e en ed he in i o unc ional e ec s o P-cadhe in o e exp essing cells, as well as hei in i o umo igenic and me as a ic abili y, by inc easing mice o e all su i al. Mechanis ically, SRC inhibi ion a ec s P-cadhe in downs eam signaling, escues he E-cadhe in/p120-ca enin complex o he cell memb ane, eco e ing cell-cell adhesion unc ion. Conclusions: In conclusion ou indings show ha a ge ing P-cadhe in/SRC signaling and unc ional ac i i y may open no el he apeu ic oppo uni ies o highly agg essi e and poo p ognos ic basal-like b eas cance . Keywo ds: P-cadhe in, Dasa inib, Basal-like b eas cance , S c amily kinase * Co espondence: [email p o ec ed] 1 Epi helial In e ac ions in Cance (EPIC), i3S - Ins i u o de In es igação e Ino ação em Saúde, Uni e sidade do Po o, Rua Al edo Allen 208, 4200-135 Po o, Po ugal 2 Ipa imup, Ins i u e o Molecula Pa hology and Immunology o he Uni e si y o Po o, Po o, Po ugal Full lis o au ho in o ma ion is a ailable a he end o he a icle © The Au ho (s). 2018 Open Access This a icle is dis ibu ed unde he e ms o he C ea i e Commons A ibu ion 4.0 In e na ional License (h p://c ea i ecommons.o g/licenses/by/4.0/), which pe mi s un es ic ed use, dis ibu ion, and ep oduc ion in any medium, p o ided you gi e app op ia e c edi o he o iginal au ho (s) and he sou ce, p o ide a link o he C ea i e Commons license, and indica e i changes we e made. The C ea i e Commons Public Domain Dedica ion wai e (h p://c ea i ecommons.o g/publicdomain/ze o/1.0/) applies o he da a made a ailable in his a icle, unless o he wise s a ed. Ribei o e al. Cell Communica ion and Signaling (2018) 16:75 h ps://doi.o g/10.1186/s12964-018-0286-2 Backg ound Basal-like b eas cance is an in insic molecula sub ype (BLBC) [1,2] associa ed wi h an agg essi e biological beha iou and o a wo se pa ien p ognosis, which ypic- ally does no exp ess ho monal ecep o s and HER2, cons i u ing he as majo i y o iple-nega i e b eas ca cinomas [3,4]. Un il now, a ge ed he apies a e un- a ailable o hese subg oup o b eas cance pa ien s, mainly due o he absence o well-de ined molecula a - ge s, being chemo and adio he apy he only he apeu ic op ions o ea hese pa ien s. Consequen ly, i is u gen o ind speci ic bioma ke s/pa hways ha could impac he e ec i e ea men o hese poo p ognosis b eas ca cinomas o accu a e p edic i e molecula indica o s ha could be used o selec pa ien s o a ge he apies al eady a ailable. In he las yea s, ou esea ch eam has been mainly ocused in iden i ying key molecules ha could be used as pu a i e molecula a ge s in BLBC [5,6]. We and o he s ha e ound ha he majo i y o hese agg essi e b eas ca cinomas exp ess he basal ma ke P-cadhe in (a cell-cell adhesion molecule), which o e exp ession is signi ican ly associa ed o a wo se disease- ee and o e all pa ien su i al [5,7,8], as well as wi h a p o-in asi e and s em-like cell beha iou [9–14]. Mo e- o e , we demons a ed ha P-cadhe in inhibi ion dec eases in i o cell in asion and sensi izes b eas cance cells o adia ion, as well as dec eases in i o umo igenic abili y, being indica ed as a pu a i e a ge o BLBC ea men [14]. We ha e also shown ha P-cadhe in-induced unc ional e ec s a e due o he sec e ion o ac i e p o eoly ic enzymes, such as MMPs, and o p o-in asi e soluble clea ed- o ms o P-cadhe in [9], as well as o he ac i a ion o α6β4 in eg in [13] and o he inhibi ion o he E-cadhe in supp essi e in asi e unc ion, by he dis up ion o he E-cadhe in/p120c n complex a he cell memb ane [11]. I is well known ha bo h cy oplasmic p120c n and α6β4 in eg in ac i a ion can induce he phospho yla ion o S c Family Kinases (SRC) and ocal adhesion kinase (FAK), as well as he ac- i a ion o Rac1 small GTPase [15–17]. The e a e se e al lines o e idence showing ha y osine phospho yla ion o hese enzymes may play a ole in he dis up ion o cell-cell adhesion, due o loss o cadhe in/ca enin associ- a ion, wi h a huge impac in cance p og ession. Impo - an ly, we ha e desc ibed ha P-cadhe in exp ession induces SRC ac i a ion in b eas cance cells, sugges - ing ha SRC signaling is being ups eam egula ed by his cell-cell adhesion molecule [13,18]. Thus, in o de o e alua e he ole o P-cadhe in/SRC signaling ac i a ion in BLBC cells, we ha e used dasa inib (an FDA app o ed SRC inhibi o ) o block his pa hway and p e en P-cadhe in induced agg essi e beha io o BLBC cells. Me hods Cell cul u e and siRNA ans ec ions Human b eas cance cell (BCC) lines we e ob ained as ollows: MCF-7/AZ was p o ided by P o . Ma c Ma eel (Ghen Uni e si y, Belgium); SUM-149 was kindly p o- ided by D . S ephen E hie (Uni e si y o Michigan, USA); BT20 and MDA-MB-468 we e ob ained om Ame ican Type Cul u e Collec ion (Manassas, VA, USA). The MCF-7/AZ cell line is a a ian o he human BCC line MCF-7 ha exp esses basal le els o P-cadhe in. This cell line was e o i ally ansduced o encode only EGFP (LZRS-IRES-EGFP plasmid, MCF-7/ AZ.Mock cell line) o bo h P-cadhe in and EGFP (LZRS-P-cad-IRES-EGFP plasmid, MCF-7/AZ.P-cad cell line), as p e iously desc ibed [19]. MCF-7/AZ.Mock cell line was used as a con ol. Cells we e ou inely main ained a 37 °C, 5% CO 2 ,in he ollowing media (In i ogen L d., Paisley, UK): 50% DMEM + 50% HamF12 (MCF-7/AZ, SUM149) and DMEM (BT20, MDA-MB-468), supplemen ed wi h 10% hea -inac i a ed e al bo ine se um (FBS), 100 IU/ml penicillin and 100 mg/ml s ep omycin (In i ogen, UK). SUM149 medium was supplemen ed wi h 5 μg/ml o insulin and 1 μg/ml o hyd oco isone (Sigma-Ald ich, S . Louis, MO, USA). T ans ec ions o alida ed small in e e ing RNA (siRNA) speci ic o P-cadhe in (Hs_CDH3_6, GW Vali- da ed siRNA, Qiagen, Camb idge, MA, USA) and SRC (Hs_SRC_1 FlexiTube and Hs_SRC_11 FlexiTube siRNA, Qiagen) was ca ied ou using Lipo ec amine 2000 (In i ogen), in a inal concen a ion o 50 nM (CDH3 and SRC1) and 100 nM (SRC11), acco ding o he manu ac u e ’s ecommended p ocedu es. A e incuba ion o 5 min, he siRNA and Lipo ec amine 2000 solu ions we e mixed, incuba ed o 20 min, and added o cell cul u e medium. A siRNA con ol, wi h no homology o any gene, was also used (Qiagen), o e i y he speci ici y o he esul s ob ained. D ugs and an ibodies Dasa inib was ob ained om Sequoia Resea ch P oduc s (Pangbou ne, UK), dissol ed in DMSO, and cells we e ea ed a a inal concen a ion o 100 nM each 24 h o a o al pe iod o 48 h. PP2 (P0042, Sigma-Ald ich) was dissol ed in DMSO and added o he cells a a inal concen a ion o 1 and 10 μg/ml. Monoclonal an ibodies we e ob ained as ollows: E-cadhe in (WB) (Taka a Bio Inc., Shiga, Japan); P-cadhe in (WB) and p120c n (BD T ansduc ion Labo a o ies, Palo Al o, CA, USA); E-cadhe in (PLA, IF, IHQ), P-cadhe in (IF), o al S c (L4A1) and pSRC(Ty 416) (Cell Signaling Technology); β-ac in (San a C uz Bio echnologies, San a C uz, CA, USA). The de ailed condi ions o each an ibody a e desc ibed on Addi ional ile 1:TableS1. Ribei o e al. Cell Communica ion and Signaling (2018) 16:75 Page 2 o 16 Cell-cell adhesion measu emen s by a omic o ce mic oscopy Cells we e cul u ed in a issue cul u e dish a a low cell densi y concen a ion o ha e only dispe sed cells, wi h- ou eaching cell con luence. On he day o he expe i- men , cells we e washed wice wi h PBS and 1 mL o se um- ee DMEM was added. Fo he cell-cell adhesion expe imen s, ipless a ow TL1 can ile e s (Nanowo ld, Neucha el, Swi ze land) we e used, wi h a nominal sp ing cons an o 0.03 N/m. Can ile e s we e cleaned o 15 min wi h UV ligh and coa ed wi h poly-D-lysine (50 μg/ml) o a leas 30 min. Can ile e s we e le in he poly-D-lysine solu ion un il used. Isola ed cell suspensions we e ob ained a e 1 h o incuba ion in PBS (wi hou ypsin ea men ) o con lu- en cells in a sepa a e dish and subsequen pipe e dispe sion. The cells and he unc ionalized can ile e s we e moun ed on he CellHesion module (JPK Ins u- men s, Be lin, Ge many), wi h a 100-μm z- ange piezo- elec ic scanne , connec ed o he NanoWiza d II a omic o ce misc oscope moun ed on he op o an Axio e 200 in e ed mic oscope. 100 μL o cells suspension we e injec ed in o he cells subs a e dish. Cells we e allowed o se le o 30 s be o e cap u ing by a unc ion- alized can ile e o one cell using he AFM con ac mode. A e 30 s o can ile e p essing on o he cell, he can ile e was aised 100 μm on he z- ange and he a ached cell allowed o es o 1 min be o e ini ia ing he con ac wi h an adhe en cell on he subs a e unde nea h. Cell-cell con ac was es ablished wi h an applied o ce o 300 pN, in cons an heigh and closed-loop mode. The AFM ip esonan equency was main ained a 2 Hz and a cell-cell con ac ime o 5 s was main ained be o e can ile e e ac ion, wi h a z- ange displacemen o 50 μm). Fi e o ce-dis ance cu es we e pe o med on each cell on he subs a e, wi h a 5 s pause be ween hem. A maximum o 8 di e - en adhe en cells on he subs a e we e es ed wi h he same cell a ached o he AFM can ile e . Wes e n blo P o ein lysa es we e p epa ed om cul u ed cells in ca- enin lysis bu e [1% ( / ) T i on X-100 and 1% ( / ) NP-40 (Sigma) in desionized PBS] wi h 1:7 p o eases inhibi o s cock ail (Roche Diagnos ics GmbH). Cells we e washed wice in PBS and we e allowed o lyse in 500 μl o ca enin lysis bu e o 10 min, a 4 °C. Lysa es we e hen submi ed o o ex 3 imes, cen i uged 10 min (14,000 pm) and supe na an s we e collec ed. P o ein concen a ion was de e mined using a B ad o d assay (BioRad p o ein quan i ica ion sys em, BioRad, He cules, CA, USA). P o eins we e dissol ed in Sample Bu e [Laemmli wi h 5% ( / ) 2-β-me cap oe hanol and 5% ( / ) b omophenol blue] and boiled o 5 min a 95 ° C. Samples we e hen sepa a ed by 8% SDS-PAGE. P o- eins we e ans e ed in o ni ocellulose memb anes (Ame sham Hybond ECL, Ame sham biosciences, Buck- inghamshi e, UK) a 130 V o 1 h. Fo immunos aining, memb anes we e blocked wi h 5% (w/ ) non- a d y milk in PBS con aining 0.5% ( / ) Tween-20. Memb anes we e subsequen ly incuba ed wi h p ima y an ibodies o 1 h a RT (E-cadhe in –dilu ion 1:1000; P-cadhe in – dilu ion 1:500; p120c n –dilu ion 1:1000; S c –dilu ion 1:500; pSRC(Ty 416) –dilu ion 1:500 and β-ac in –dilu- ion 1:1000), ollowed by ou 5 min washes in PBS/ Tween-20 and incuba ion wi h ho se adish pe oxidase- conjuga ed seconda y an ibodies (donkey an i-goa , goa an i-mouse, goa an i- abbi –dilu ion 1:2000) o 1 h. Memb anes we e hen washed o 30 min in PBS/ Tween-20. P o eins we e de ec ed using ECL eagen (Ame sham biosciences) as a subs a e. Blo s we e ex- posed o an au o adiog aphic ilm. Band quan i ica ion o wes e n blo s was pe o med using Quan i y One (BioRad). Each immunoblo was pe o med a leas h ee imes, and he ones selec ed o igu es a e ep esen a i e expe imen s. 3D b eas cance cells sphe oids cul u e Agg egoids we e ob ained by pe o ming he slow agg e- ga ion assay, as p e iously desc ibed [19]. B ie ly, 1 × 10 4 cells in 200 μL medium we e seeded on solidi ied aga in a 96-well pla e o 12 h. Medium con aining he o med cellula agg ega es (10–100 cells) we e cen i uged and u he embedded in acid solubilized a ail collagen I gels (1.7 mg/ml collagen I in PBS; 22.5 mM NaHCO 3 ; 8 mM NaOH; 9% o non-supplemen ed cul u e medium). Cellula agg egoids we e pla ed in a 8-well co e slip bo om chambe s (IBIDI, Ge many) ollowed by 30 min incuba ion a 37 °C o allow polyme iza ion. A e ha ime, medium wi h o wi hou dasa inib was added o he cellula 3D agg egoid cul u es. The in i o beha iou was ollowed by ime-lapse mic oscopy (Leica mic oscope - DMI6000B wi h Adap a i e Focus Con ol) du ing 18 h. Fu he , he images aken we e con e ed in o a ime-lapse mo ie, and quan i a i e analysis o he numbe and leng h o p o usi e s uc u es was pe - o med using Leica AF6000 so wa e. Immuno luo escence analysis Cells we e cul u ed on glass co e slips, ixed wi h 4% pa a o maldehyde (20 min), ea ed wi h NH 4 Cl (50 mM) o 10 min, washed wi h PBS, and pe meablilized wi h 0.1% T i on X-100 in PBS o 5 min, a oom empe a u e. Non-speci ic binding was blocked by ea men wi h 5% BSA in PBS, o 30 min a oom empe a u e. Cells we e hen s ained O ange-phalloidin (Sigma, S . Louis, MO, USA) in o de o isualize F-ac in, o 30 min, o wi h he mono- clonal mouse an ibody o p120c n (dilu ion 1:100) and Ribei o e al. Cell Communica ion and Signaling (2018) 16:75 Page 3 o 16 monoclonal abbi an ibody o E-cadhe in (dilu ion 1:100) o 1 h, ollowed by conjuga ed goa an i-mouse and an i- abbi seconda y IgG (Dako Cy oma ion, Ca pin- e ia, CA, USA), o 1 h a oom empe a u e. A e an- o he wash wi h PBS, each sample was moun ed wi h Vec ashield (Vec o Labo a o ies, Inc., Bu lingame, CA, USA) con aining 4,6-diamidine-2-phenylindolendihyd o- ch olide (DAPI) and isualized wi h Leica DM 2000 mic oscope (Leica). Ma igel in asion assays Ma igel in asion assay was pe o med using 8 μm po e size BD BioCoa ™Ma igel In asion Chambe s (BD Bio- sciences), acco ding o manu ac u e ’s ecommenda- ions. B ie ly, 24 h a e siRNA ans ec ion, 5 × 10 4 cells we e added o he uppe compa men o he chambe , wi h o wi hou dasa inib ea men . In he lowe com- pa men , only esh medium supplemen ed wi h 10% FBS was added. A e 24 h (BT20) o 48 h (MCF-7/AZ) o incuba ion a 37 °C, he uppe su ace o he il e was clea ed om non-in asi e cells wi h a co on swab and washed wi h PBS. The in asi e cells we e ixed wi h cold me hanol and s ained wi h DAPI. In asi e cells we e sco ed by coun ing he cells in he il e wi h a luo es- cence mic oscope (Zeiss Image Z1), a 100× o magni i- ca ion. In asion index exp esses he a io be ween in asi e cells om he di e en condi ions ela i e o he con ol cells. Wound-healing assay A e ans ec ion, o 24 h, wi h he espec i e siRNAs, cells we e ipsinized and seeded o ano he 24 h, o allow he cells o o m a comple e monolaye . A e hey became con luen , wounds we e ca e ully in oduced ac oss he cell monolaye , so ha he su ounding cells we e no dis u bed. The medium was eplaced wi h esh comple e medium, wi h and wi hou dasa inib ea men . Pic u es we e aken a 100× o magni ica ion in an in e ed mic oscope (Zeiss), and measu emen s o he dis ance be ween he wound edges we e made a speci ic ime poin s. Zymog aphy The condi ioned medium collec ed om he se e al cell cul u es, which we e g own 6-well pla es coa ed wi h collagen ype I, was analysed o p o einases ac i i y using β-casein zymog aphy. Samples we e mixed wi h sample bu e [0.03% b omophenol blue, 0.25 M T is-HCl pH 6.8, 10% SDS (w/ ) and 4% suc ose (w/ )] and elec opho esed, unde non- educing condi ions, on 10% polyac ilamide gels con aining 0.1% (w/ ) β-casein om bo ine milk (Sigma). A e elec opho esis, gels we e washed wice, o 30 min, in 2% ( / ) T i on X-100 (Sigma) a oom empe a u e, in o de o emo e SDS. β-casein gels we e hen incuba ed in a subs a e eac ion bu e [0.2 M NaCl, 5 mM CaCl 2 , 1% ( / ) T i on X-100 in 50 mM T is-HCl, pH 7.4], du ing 72 h, and inally s ained wi h Coomassie Blue S aining Solu ion [0.1% (w/ ) Coomassie Blue R250 in 10% ( / ) ace ic acid and 40% ( / ) me hanol], o 25 min. The gels des aining was pe o med in a solu ion wi h 20% me hanol and 10% ace ic acid, un il bands s a o become isible. Enzyma ic ac i i y was isualized as a clea band agains he blue backg ound o s ained casein gels, and MMPs we e iden i ied by hei molecula weigh . Quan i ica ion o band densi y was ca ied ou using he Quan i y One so wa e ( e sion 4.0, BioRad, He cules, CA, USA). In si u p oximi y liga ion assay (PLA) Cells we e deposi ed on glass slides and ixed wi h me hanol o 10 min. PLA was pe o med using he Duolink ki (Olink Bioscience, Sweden), acco ding o manu ac u e ’s ecommenda ions. The ollowing com- bina ion o p ima y an i-human an ibodies we e used agains : P-cadhe in (dilu ion 1:50, abbi polyclonal IgG, Cell Signaling), E-cadhe in (dilu ion 1:100, mouse mono- clonal IgG1, clone HECD-1, Taka a Bio Inc., Shiga, Japan; o dilu ion 1:50, abbi monoclonal IgG, Cell Signaling), p120c n (dilu ion 1:100, mouse monoclonal IgG1, clone 98, BD Biosciences). The nuclei we e coun- e s ained wi h DAPI. Slides we e analyzed wi h luo es- cence mic oscopy (Zeiss Image Z1 mic oscope) o isualiza ion o b igh luo escen ed signals consis en wi h p o ein-p o ein in e ac ion e en s. Ten s acks pe image we e aken and a minimum o i e ields pe expe imen we e e alua ed. The Blob inde V3.2 ee so wa e (Cen e o Image Analysis, Uppsala, Sweden) was used o quan i y he numbe o blobs (o do s) p esen in each condi ion. Fo cell cul u e expe imen s, an a e age o blobs/cells o a leas h ee independen expe imen s was pe o med and was no malized o he con ol condi ion. Fo pa a in embedded umo s, he speci ic numbe o blobs/cell was analysed. The espec - i e nega i e con ols we e used in each expe imen . In e nuclea p o ile analysis A so wa e applica ion was de eloped in o de o gene - a e and analyze he in e nuclea p o ile o p o eins. In each immuno luo escen image, pai s o cells we e selec ed o analysis in a semi-au oma ed manne . The mapping and quan i ica ion o he p o ein exp ession le el was pe o med by compu ing, espec i ely, 1D IN and RD in ensi y p o iles o wo con iguous cells and wi hin one single cell. To cope wi h cell size and shape a iabili y, a geome ic compensa ion algo i hm was de eloped in a Bayesian amewo k. The me hod was designed as an i e a i e algo i hm composed by he ol- lowing s eps: (i) p o ile ex ac ion om selec ed single Ribei o e al. Cell Communica ion and Signaling (2018) 16:75 Page 4 o 16 cells (in case o RD) o pai s o cells (in case o IN); (ii) image map building by s acking luo escence p o iles oge he in columns a e leng h no maliza ion; (iii) denoising o map image (in which mul iplica i e noise desc ibed by a Poisson dis ibu ion is assumed); (i ) geo- me ic compensa ion o each 1D column p o ile minim- izing he o e all a iabili y o he map along he lines (ho izon al di ec ion); and ( ) compu a ion o he a e age and s anda d de ia ion p o iles using he com- pensa ed map. A e he ex ac ion o he da a, he max- imum mean a io (MMR) pa ame e was calcula ed di iding he maximum luo escence alue (nume a o ) by he luo escence mean (denomina o ). Animal s udies N:NIH(S)II-nu/nu mice, s ain p oduced by Ipa imup, we e housed, b eeded and main ained a he CIM-FMUP Animal House, in a pa hogen- ee en i onmen unde con olled condi ions o ligh and humidi y.The expe i- men s consis ed on he o ho opic injec ion in he mam- ma y a pad o emale mice, wi h 6–8 weeks o age, wi h 2 × 10 6 cells om each P-cadhe in-o e exp essing b eas cance models (SUM149PT, n= 17; BT20, n= 15; MDA-MB-468, n= 13) using a 25G needle. When he induced p ima y umou s eached a median olume o 100 mm 3 , mice we e andomized in o wo g oups, and s a ed he o al daily ea men wi h dasa inib, whe eas he o he s we e ea ed jus wi h he d ug ehicle, un il he end o he expe imen . Doses o dasa inib o be ad- minis e ed we e p epa ed weekly by dilu ion in ci a e bu e 80 mM (pH = 3.1). The ci a e bu e was p e- pa ed as ollows: sodium ci a e powde was dilu ed in ci ic acid solu ion 1 M, ob ained by dissol ing ci ic acid in deionized wa e , o a inal concen a ion o 80 nM and wi h pH = 3.1. The ci a e bu e solu ion was made e e y 3 weeks, il e ed in low chambe and kep a 4 °C. E e y week, daily doses o dasa inib we e p epa ed o a inal concen a ion o 10 mg/kg, in o de o ea mice o bo h expe imen al models. Mice (6–8 pe g oup) we e weigh ed, and umo wid h and leng h we e measu ed wi h calipe s, a leas , once a week. Tumo olume was es ima ed by using he equa ion, V =0.5×a×b 2 , whe e V is he olume, a is he leng h o he majo axis o he umo , and b is he leng h o i s mino axis. Tumo s we e su gically emo ed when an a e age olume o 1000 mm 3 was eached as p e iously de- sc ibed. Mice we e main ained o e alua e he impac o dasa inib in mice o e all su i al, o a maximum o 210 days, unless hey showed any signs o disease p o- g ession. Fo ha , mice we e eu hanized acco dingly o he es ablished Endpoin s. Upon ex ac ion, P ima y u- mo s we e ixed in 10% bu e ed o malin and hen em- bedded in pa a in, sec ioned, and s ained wi h haema oxylin and eosin. Immunohis ochemis y o E- and P-cadhe in was pe o med in umo s sec ions. Immunohis ochemis y A se ies o 467 p ima y in asi e b eas ca cinomas we e e ie ed om he Pa hology Depa men , Hos- pi al Xe al-Cíes, Vigo, Spain, diagnosed be ween 1978 and 1992. The umo s ha e been cha ac e ized o clinical and pa hological ea u es as p e iously desc ibed [11]. IHC was pe o med as p e iously desc ibed [6]. The memb ane s aining ex ension was e alua ed on a scale o 0 o 3 (0–0% o 10%; 1–10% o 25%; 2–25% o 50%; 3–50% o 100%). Fo E-cadhe in and o al S c, sco es o 0 and 1 we e conside ed nega i e and immuno eac i i y o 2 and 3 was sco ed as posi i e. Fo P-cadhe in all umo s p esen ing an unequi ocal memb anous s aining, in a leas 10% o he neoplas ic cells (≥1), we e sco ed as posi i e. Fo pSRC(Ty 416) umo s p esen ing memb ane o cy oplasmic s aining, in a leas 10% o he neoplas ic cells (≥1), we e sco ed as posi i e. Some sam- ples could no be assessed due o co e alling o lack o enough biological ma e ial o analyze. S a is ical analyses All o he s a is ical analyses we e pe o med by G aph Pad P ism e sion 5.0c so wa e (G aph Pad So wa e, San Diego, CA, USA), unless o he wise s a ed. P alues less han 0.05 we e conside ed s a is ically signi ican . Fo he AFM analysis, S uden ’s - es s we e used o de e mine s a is ically signi ican di e ences. F equency his og ams we e pe o med in O igin (O iginLab, No h- amp on, MA, USA) and Gaussian cu es we e applied. Quan i a i e pa ame e s o In e nuclea p o iles (no - malized o a cons an leng h o 100 a bi a y uni s) in P-cadhe in cells we e analyzed using a Mann-Whi ney es wi h a Bon e oni co ec ion. Fo he in i o xenog a assays, ANOVA es was used o e alua e he di e ences in umo size, conside - ing a con idence in e al o 95%. Su i al cu es we e es ima ed by he Kaplan-Meie ’s me hod, using he log- ank es o assess signi ican di e ences o mice o e all su i al. Conce ning he unc ional in i o assays, all we e pe - o med independen ly and in iplica e. Fo s a is ical analysis o he immunohis ochemis y esul s, con ingency ables and chi-squa e es s we e pe o med by SPSS 15.0 so wa e package o Win- dows (SPSS, Inc., USA), o es ima e he ela ionship be ween s aining pa e ns o P-cadhe in and pSRC (Ty 416). All s a is ical es s we e wo-sided. Ribei o e al. Cell Communica ion and Signaling (2018) 16:75 Page 5 o 16 Fig. 1 (See legend on nex page.) Ribei o e al. Cell Communica ion and Signaling (2018) 16:75 Page 6 o 16 Resul s P-cadhe in/CDH3 o e exp ession is signi ican ly associa ed wi h SRC ac i a ion in human b eas cance cells In o de o con i m he associa ion be ween P-cadhe in and SRC ac i a ion, we s a ed by analysing he exp es- sion o CDH3 (P-cadhe in codi ying gene) and SRC asso- cia ed genes (SRC, YES1, FYN, LYN, LCK, CSK)ina public da abase o b eas cance cell lines belonging o di e en molecula sub ypes (Fig. 1a) [CCLE da abase [20]]. In e es ingly, cell lines showing he highes le els o CDH3 also p esen a signi ican ly inc eased exp ession o YES, SRC, LYN and FYN. Acco dingly, mos o hese cell lines we e classi ied as Basal A, which a e he ones ha be e esemble he BLBC sub ype (Fig. 1b-c). We hen alida ed he associa ion be ween P-cadhe in and SRC ac i a ion using wo es ablished in i o b eas cance cell models, whe e P-cadhe in exp ession was manipula ed. P-cadhe in o e exp essing cells showed inc eased le els o pSRC(Ty 416), while P-cadhe in silencing led o a signi ican dec ease o pSRC(Ty 416) le els (Fig. 1d and Addi ional ile 1: Figu e S1A and B). No al e a ions in he o al le els o SRC we e ound by Wes e n blo . E-cadhe in and p120c n we e also e alu- a ed in bo h models and he le el o exp ession and localiza ion o bo h p o eins we e analysed by he luo - escence in e nuclea p o iles [21]. In con as o wha was obse ed o E-cadhe in exp ession, which did no al e upon gene ic manipula ion o P-cadhe in, a de- c ease o p120c n memb ane in ensi y was obse ed in P-cadhe in o e exp essing cells (Fig. 1e- ). Mo eo e , a signi ican inc ease in Rac1 ac i i y, a downs eam a ge o cy oplasmic p120c n, was obse ed in cells wi h P-cadhe in o e exp ession, as well as he silencing o P-cadhe in in BT20 cells was accompanied by a signi i- can dec ease in Rac1 ac i a ion (Fig. 1g). Cell-cell adhe- sion s eng h was also clea ly comp omised in P-cadhe in o e exp essing cells, as demons a ed by (See igu e on p e ious page.) Fig. 1 P-cadhe in o e exp ession associa es wi h SRC ac i a ion co ela ing wi h an agg essi e beha io . aGene exp ession p o ile o SRC amily membe s om BCC lines e ie ed om he CCLE da abase [20]. Unsupe ised hie a chical clus e ing based on classical cadhe ins exp ession (CDH1,CDH2,CDH3), subdi ide he BCC lines in o hei molecula sub ype (Luminal, Basal A and Basal B). bBox-plo ep esen a ion o CDH1, CDH2 and CDH3 gene exp ession alues in he di e en b eas cance molecula sub ypes. cBox-plo o SRC associa ed genes exp ession in he Luminal and Basal A BCC sub ypes. P- alues indica e signi ican ly di e ences obse ed in gene exp ession p o ile om Luminal and Basal A BCC lines. dWes e n blo analysis o P-cadhe in, E-cadhe in, p120c n, pSRC(Ty 416), o al SRC and β-ac in p o eins a e P-cadhe in o e exp ession and P-cadhe in silencing, espec i ely. eDual immuno luo escence con ocal images using an an i-p120c n an ibody (g een), F-ac in ( ed) and DAPI (blue). In e nuclea p o ile o p120c n and E-cadhe in, ob ained h ough he compu a ional analysis o immuno luo escence images om MCF-7/AZ BCC model. P- alue indica e signi ican di e ences obse ed in he memb ane mean luo escen in ensi y o p120c n be ween MCF-7/AZ.Mock e sus MCF-7/AZ.Pcad cells. gQuan i ica ion o he ac i e Rac1-GTP, measu ed by a G-Lisa assay a e P-cadhe in o e exp ession and P-cadhe in silencing, espec i ely. hA e age alues o Wo k (J), ep esen ing he cell-cell adhesion s eng h, using AFM Fo ce Spec oscopy analysis. S uden ’s - es was used o de e mine s a is ically signi ican di e ences, and P- alues a e indica ed in he igu e. iRep esen a i e Images o ime-lapse mic oscopy o BCC sphe oids embedded in collagen ype I. Scale ba = 50 μm. jBox-plo quan i ica ion o he ex ension (μm) o in asi e p o usions. kBox-plo quan i ica ion o he numbe o in asi e p o usions. lRep esen a ion o he pe cen age o cases posi i e o bo h pSRC(Ty 416) and P-cadhe in exp ession. P- alue was calcula ed by Chi-squa e es in o de o es ima e he ela ionship be ween s aining pa e ns o P-cadhe in and pSRC(Ty 416) Table 1 Cha ac e iza ion o he umo se ies, conse ning umo pa hological ea u es and molecula ma ke s N% His ological g ade 1 75 18.0 2 117 28.1 3 204 49.0 Missing 20 4.8 ERαNega i e 140 33.7 Posi i e 274 65.9 Missing 2 0.5 HER2 Nega i e 352 84.6 Posi i e 60 14.4 Missing 4 1.0 EGFR Nega i e 395 95.0 Pos i e 21 5.0 Missing 0 0.0 CKS Nega i e 357 85.8 Posi i e 59 14.2 Missing 0 0.0 CK14 Nega i e 394 94.7 Pos i e 22 5.3 Missing 0 0.0 Vimen in Nega i e 345 82.9 Pos i e 69 16.6 Missing 2 0.5 CD44 Nega i e 205 49.3 Posi i e 210 50.5 Missing 1 0.2 Sub ype Luminal 303 72.8 He 2 29 7.0 T iple-Nega i e 84 20.2 Missing 0 0.0 Ribei o e al. Cell Communica ion and Signaling (2018) 16:75 Page 7 o 16 Fig. 2 (See legend on nex page.) Ribei o e al. Cell Communica ion and Signaling (2018) 16:75 Page 8 o 16 a omic o ce mic oscopy (AFM) measu emen s (Fig. 1h), as well as a signi ican inc ease in he p o usi e and in asi e beha io (Fig. 1i-kand Addi ional ile 1: Figu e S1C) o b eas cance cells was p omo ed, by he e alu- a ion o 3D sphe oids embedded in collagen ype I ma ix by ime-lapse mic oscopy. These indings, oge he wi h he ac ha P-cadhe in a ec s he E-cadhe in/p120c n complex memb ane s abiliza ion, and ha i s jux amemb ane domain is c u- cial o i s p o-in asi e unc ion [11], led us o p esume ha P-cadhe in could be modi ying cell-cell adhesion and in asion capaci y h ough p120c n delocaliza ion occu ing downs eam o SRC ac i a ion signaling. Finally, o alida e in i o he associa ion be ween pSRC(Ty 416) and P-cadhe in, a se ies o 416 p ima y b eas umo s was s udied by immunohis ochemis y (Table 1). A signi ican associa ion was ound be ween he p esence o bo h p o eins, whe e 44% (18 in 41 cases) o he umo s wi h pSRC(Ty 416) we e also posi- i e o P-cadhe in (Fig. 1l). SRC ac i i y supp ession wi h dasa inib inhibi s he in i o unc ional ac i i y induced by P-cadhe in o e exp ession Taking in o accoun he esul s showing a posi i e asso- cia ion be ween P-cadhe in exp ession and SRC ac i a- ion, we specula ed i he downs eam SRC signalling could be an e ec i e a ge o poo p ognos ic P-cadhe in-o e exp essing b eas cance . This s a egy would o e come he lack o FDA-app o ed d ugs di ec ly a ge ing P-cadhe in. Thus, we examined he e ec o SRC inhibi ion in he p e iously de ined in i o unc ional ac i i y induced by P-cadhe in exp ession, by ea ing cells wi h 100 nM o dasa inib (concen a ion ha does no a ec he me abolic s a e and iabili y o b eas cance cells –Addi ional ile 1: Figu e S1D). B eas cance cells ea ed wi h dasa inib showed a dec ease o pSRC(Ty 416) exp ession (Fig. 2a and Addi ional ile 1: Figu e S1E); mo eo e , his ea - men led o a dec ease in cell mig a ion (Fig. 2b) and cell in asion (Fig. 2c), associa ed wi h a dec ease o MMP2 ac i i y and sP-cad exp ession in he condi ioned media (Fig. 2d), as well as wi h a dec eased mammosphe e o m- ing e iciency (MFE) (Fig. 2e). Addi ionally, cell-cell adhesion was highly p omo ed in P-cadhe in o e exp essing cells ea ed wi h dasa inib, as obse ed by he b igh ield images and quan i ied by AFM in bo h cell lines a e SRC inhibi ion (Fig. 2 ). Addi ionally, when we e alua ed he in i o 3D in asion abili y o P-cadhe in o e exp essing cells a e dasa inib ea men , we obse ed a signi ican dec ease in he numbe and leng h o p o usi e and in asi e s uc u es in o he collagen ype I ma ix (Fig. 2g-i). As a con- ol, we ha e pe o med dasa inib ea men in P-cadhe in low b eas cance cells (MCF-7/AZ.mock and BT20 siC ) and, as expec ed, he impac o he dasa inib ea men is e y modes , since he pa hway is no as ac i a ed as in P-cadhe in o e exp essing cells (Addi ional ile 1:Figu eS2A-C)[22]. Al oge he , he esul s suppo ha SRC ac i i y sup- p ession by dasa inib is able o p e en he unc ional e - ec s induced by P-cadhe in o e exp ession in b eas cance cells. Dasa inib ea men p omo es he eco e y o cell-cell adhesion unc ion by s abilizing E-cadhe in/p120c n complex a he cell memb ane We ha e p e iously shown ha P-cadhe in o e exp es- sion in an E-cadhe in wild- ype con ex weakens cell-cell adhesion by dis up ing he E-cadhe in/ca enins complex [11]. Taking his in o accoun , we e alua ed he e ec o dasa inib a his molecula le el. As obse ed in Fig. 3a, dasa inib p omo ed an inc ease in memb ane exp ession o p120c n, as obse ed by i s in e nuclea p o ile (Fig. 3b), which was associa ed wi h a dec ease in he downs eam ac i a ion o Rac 1 (Fig. 3c). Once again, E-cadhe in exp ession and localiza ion was no al e ed (Fig. 3b), al hough dasa inib ea men p omo ed a signi ican eco e o he E-cadhe in/p120c n complex, mainly a he cell memb ane (Fig. 3d and Addi ional ile 1: Figu e S3A and B). Bo h esul s show ha ac i- a ion o SRC signaling in e e es wi h E-cadhe in/ (See igu e on p e ious page.) Fig. 2 Dasa inib ea men inhibi s he in i o unc ional ac i i y induced by P-cadhe in exp ession. aWes e n blo ing o pSRC(Ty 416), o al S c, P-cadhe in, E-cadhe in and p120c n in P-cadhe in o e exp essing cells a e dasa inib ea men (100 nM) o 48 h. P o ein le els o β-ac in we e analyzed and used as he loading con ol. bRep esen a i e expe imen om a wound healing mig a ion assay, in bo h P-cadhe in o e exp essing BCC (MCF-7/AZ.Pcad and BT20), ea ed wi h 100 nM o dasa inib o DMSO o 24 h. cFold change in he numbe o in asi e cells, e alua ed by he ma igel in asion assay o bo h MCF-7/AZ.Pcad and BT20 ea ed wi h DMSO o 100 nM o dasa inib. dZymog aphy o MMP2 ac i i y and Wes e n blo ing o sP-cad, using he condi ioned medium om cells ea ed wi h DMSO o 100 nM o dasa inib o 48 h, in bo h MCF-7/AZ.Pcad and BT20 BCC models. eMammosphe e o ming assay was pe o med o bo h cell models. The P- alues indica e he s a is ically signi ican di e ence be ween DMSO and dasa inib ea ed cells, in bo h P-cadhe in BCC models. A e age alues o Wo k (J), ep esen ing he cell-cell adhesion s eng h, o bo h BCC cance cell models ea ed wi h DMSO and dasa inib, using AFM Fo ce Spec oscopy analysis. gBox-plo quan i ica ion o he leng h (μm) and hnumbe o in asi e p o usions o MCF-7/AZ.Pcad sphe oids, ea ed wi h DMSO o 100 nM dasa inib, o 24 h. P- alues < 0.05 we e conside ed s a is ically signi ican . iRep esen a i e Images o ime-lapse mic oscopy o BCC sphe oids embedded in collagen ype I, o MCF-7/AZ.Pcad ea ed wi h DMSO and dasa inib. Scale ba = 50 μm Ribei o e al. Cell Communica ion and Signaling (2018) 16:75 Page 9 o 16 21. Sanches JM, Figuei edo J, Fonseca M, Du aes C, Melo S, Esmenio S, Se uca R. Quan i ica ion o mu an E-cadhe in using bioimaging analysis o in si u luo escence mic oscopy. A new app oach o CDH1 missense a ian s. Eu J Hum Gene . 2015;23:1072–9. 22. Ribei o AS, Ca alho FA, Figuei edo J, Ca alho R, Mes e T, Mon ei o J, Guedes AF, Fonseca M, Sanches J, Se uca R, e al. A omic o ce mic oscopy and g aph analysis o s udy he P-cadhe in/SFK mechano ansduc ion signalling in b eas cance cells. Nanoscale. 2016;8:19390–401. 23. Huang F, Ree es K, Han X, Fai child C, Pla e o S, Wong TW, Lee F, Shaw P, Cla k E. Iden i ica ion o candida e molecula ma ke s p edic ing sensi i i y in solid umo s o dasa inib: a ionale o pa ien selec ion. Cance Res. 2007; 67:2226–38. 24. Lomba do LJ, Lee FY, Chen P, No is D, Ba ish JC, Behnia K, Cas aneda S, Co nelius LA, Das J, Doweyko AM, e al. Disco e y o N-(2-chlo o-6-me hyl- phenyl)-2-(6-(4-(2-hyd oxye hyl)- pipe azin-1-yl)-2-me hylpy imidin-4- ylamino) hiazole-5-ca boxamide (BMS-354825), a dual S c/Abl kinase inhibi o wi h po en an i umo ac i i y in p eclinical assays. J Med Chem. 2004;47:6658–61. 25. Wang XD, Ree es K, Luo FR, Xu LA, Lee F, Cla k E, Huang F. Iden i ica ion o candida e p edic i e and su oga e molecula ma ke s o dasa inib in p os a e cance : a ionale o pa ien selec ion and e icacy moni o ing. Genome Biol. 2007;8:R255. 26. Pa edes J, Co eia AL, Ribei o AS, Milanezi F, Cameselle-Teijei o J, Schmi FC. B eas ca cinomas ha co-exp ess E- and P-cadhe in a e associa ed wi h p120-ca enin cy oplasmic localisa ion and poo pa ien su i al. J Clin Pa hol. 2008;61:856–62. 27. Pa edes J, Milanezi F, Reis-Filho JS, Lei ao D, A hanazio D, Schmi F. Abe an P-cadhe in exp ession: is i associa ed wi h es ogen-independen g ow h in b eas cance ? Pa hol Res P ac . 2002;198:795–801. 28. Se els A, Canel M, B un on VG, F ame MC. S c/FAK-media ed egula ion o E-cadhe in as a mechanism o con olling collec i e cell mo emen : insigh s om in i o imaging. Cell Adhes Mig . 2011;5:360–5. 29. Idoux-Gille Y, Nassou M, Lakis E, Bonini F, Theille C, Du Manoi S, Sa agne P. Slug/Pcad pa hway con ols epi helial cell dynamics in mamma y gland and b eas ca cinoma. Oncogene. 2018;37:578–88. 30. Bay ak a S, Gluck S. Molecula ly a ge ed he apies o me as a ic iple- nega i e b eas cance . B eas Cance Res T ea . 2013;138:21–35. 31. Finn RS. Ta ge ing S c in b eas cance . Ann Oncol. 2008;19:1379–86. 32. He old CI, Chada am V, Pe e son BL, Ma com PK, Hopkins J, Kimmick GG, Fa a o J, Hamil on E, Welch RA, Bacus S, Blackwell KL. Phase II ial o dasa inib in pa ien s wi h me as a ic b eas cance using eal- ime pha macodynamic issue bioma ke s o S c inhibi ion o escala e dosing. Clin Cance Res. 2011;17:6061–70. 33. Somlo G, A zo i F, S auss LC, Geese WJ, Spech JM, G adisha WJ, Rybicki A, Sy O, Vahda LT, Co es J. Dasa inib plus capeci abine o ad anced b eas cance : sa e y and e icacy in phase I s udy CA180004. Clin Cance Res. 2013; 19:1884–93. 34. He land A, an de Mee AD, Fi zGe ald EA, Pa k TE, Sleeboom JJ, Ingbe DE. Dis inc con ibu ions o as ocy es and Pe icy es o Neu oin lamma ion iden i ied in a 3D human blood-b ain ba ie on a Chip. PLoS One. 2016;11:e0150360. 35. Mo on JP, Ka im SA, G aham K, Timpson P, Jamieson N, A hineos D, Doyle B, McKay C, Heung MY, Oien KA, e al. Dasa inib inhibi s he de elopmen o me as ases in a mouse model o panc ea ic duc al adenoca cinoma. Gas oen e ology. 2010;139:292–303. 36. Summy JM, Gallick GE. S c amily kinases in umo p og ession and me as asis. Cance Me as asis Re . 2003;22:337–58. 37. Yea man TJ. A enaissance o SRC. Na Re Cance . 2004;4:470–80. 38. Canel M, Se els A, F ame MC, B un on VG. E-cadhe in-in eg in c oss alk in cance in asion and me as asis. J Cell Sci. 2013;126:393–401. Ribei o e al. Cell Communica ion and Signaling (2018) 16:75 Page 16 o 16