scieee Open visual document viewer

Zampanolide, a Microtubule-Stabilizing Agent, Is Active in Resistant Cancer Cells and Inhibits Cell Migration

Field, Jessica J.,Northcote, Peter,Paterson, Ian,Altmann, Karl-Heinz,Díaz, José Fernando,Miller, John H.

Abstract

: The authors thank the Cancer Society of New Zealand, Wellington Medical Research Foundation, and Victoria University for support of the project (Jessica J. Field & John H. Miller). Jessica J. Field was a recipient of a Joy McNicholl research scholarship. The authors also thank Ariane Chan and Craig Doney of Victoria University for designing and making available the wound scratch assay plate insert. We thank Arun Kanakkanthara for providing some of the IC50 values for the LAU treatment of 1A9-L4 cells in Table 3.

Full text

In e na ional Jou nal o Molecula Sciences A icle Zampanolide, a Mic o ubule-S abilizing Agen , Is Ac i e in Resis an Cance Cells and Inhibi s Cell Mig a ion Jessica J. Field 1,2,†, Pe e T. No hco e 1,3, Ian Pa e son 4, Ka l-Heinz Al mann 5, J. Fe nando Díaz 6and John H. Mille 1,2,* 1Cen e o Biodisco e y and Schools, Vic o ia Uni e si y o Welling on, PO Box 600, Welling on 6140, New Zealand; [email p o ec ed] (J.J.F.); pe e .no hco e@ uw.ac.nz (P.T.N.) 2Biological Sciences, Vic o ia Uni e si y o Welling on, PO Box 600, Welling on 6140, New Zealand 3Chemical and Physical Sciences, Vic o ia Uni e si y o Welling on, PO Box 600, Welling on 6140, New Zealand 4Depa men o Chemis y, Camb idge Uni e si y, Camb idge CB2 1EW, UK; [email p o ec ed] 5Depa men o Chemis y and Applied Biosciences, Swiss Fede al Ins i u e o Technology (ETH), Zü ich 8093, Swi ze land; [email p o ec ed] 6Cen o de In es igaciones Biológicas (CIB), CSIC, Mad id 28040, Spain; [email p o ec ed] *Co espondence: john.h.mille @ uw.ac.nz; Tel.: +64-4-463-6082 † P esen add ess: Amgen Inc., 1120 Ve e ans Bl d, Sou h San F ancisco, CA 94080, USA. Academic Edi o : Bing Yan Recei ed: 1 Ap il 2017; Accep ed: 28 Ap il 2017; Published: 3 May 2017 Abs ac : Zampanolide, i s disco e ed in a sponge ex ac in 1996 and la e iden i ied as a mic o ubule-s abilizing agen in 2009, is a co alen binding seconda y me aboli e wi h po en , low nanomola ac i i y in mammalian cells. Zampanolide was no suscep ible o single amino acid mu a ions a he axoid si e o β - ubulin in human o a ian cance 1A9 cells, despi e e idence ha i selec i ely binds o he axoid si e. As expec ed, i did no syne gize wi h o he axoid si e mic o ubule-s abilizing agen s (pacli axel, ixabepilone, discode molide), bu su p isingly also did no syne gize in 1A9 cells wi h laulimalide/pelo uside binding si e agen s ei he . E o s o gene a e a zampanolide- esis an cell line we e unsuccess ul. Using a s anda d wound sc a ch assay in cell cul u e, i was an e ec i e inhibi o o mig a ion o human umbilical ein endo helial cells (HUVEC) and ib oblas cells (D551). These p ope ies o co alen binding, he abili y o inhibi cell g ow h in pacli axel and epo hilone esis an cells, and he abili y o inhibi cell mig a ion sugges ha i would be o in e es o in es iga e zampanolide in p eclinical animal models o de e mine i i is e ec i e in i o a p e en ing umo g ow h and me as asis. Keywo ds: an icance ; cell mig a ion; discode molide; ixabepilone; mic o ubule; pacli axel; zampanolide 1. In oduc ion Zampanolide (ZMP) is a ma ine sponge seconda y me aboli e ha s abilizes mic o ubules (MTs), a es s cells in mi osis, and inhibi s cell p oli e a ion in he low nanomola ange [ 1 ]. ZMP binds co alen ly o i s p ima y a ge β - ubulin [ 2 ], simila o wo o he mic o ubule-s abilizing agen s (MSAs) cyclos ep in [ 3 ] and accalonolide AJ [ 4 ]. Because o i s co alen binding [ 5 ], ZMP may e ade mul i-d ug esis ance ha esul s om o e exp ession o he p-glycop o ein (P-gp) d ug e lux pump, since any ZMP ha co alen ly binds is no longe a ailable o in e ac wi h he d ug e lux pumps [ 5 ]. P e ious wo k in he A2780AD human o a ian ca cinoma cell line showed ha he esis ance a io was 1.4 o ZMP and 208 o pacli axel (PTX) [ 1 ]. Resis ance a io = (IC 50 in esis an cells)/(IC 50 in pa en al cells). A2780AD cells o e exp ess he P-gp d ug e lux pump. Cell esis ance o d ugs can In . J. Mol. Sci. 2017,18, 971; doi:10.3390/ijms18050971 www.mdpi.com/jou nal/ijms In . J. Mol. Sci. 2017,18, 971 2 o 18 also a ise, howe e , as a esul o changes in β - ubulin iso ype exp ession and mu a ions in he ubulin gene, pa icula ly hose mu a ions ha a ec he binding pocke o an MSA. Cab al e al. [ 6 ] we e he i s o show esis ance o PTX esul ing om a ubulin mu a ion induced by i adia ion, in his case a empe a u e-sensi i e mu a ion in α - ubulin ha con e ed 2–3- old esis ance o PTX in Chinese hams e o a y (CHO) cells. Schible and Cab al [ 7 ] la e showed in CHO cells ha 59 ou o 139 PTX- esis an mu an s displayed absolu e equi emen s o PTX, p esumably due o uns able MTs, and 13 o hese mu an s had poin mu a ions in α - and β - ubulin. Yin e al. [ 8 ] la e gene a ed β 1- ubulin mu an s by si e-di ec ed mu agenesis and ound ha h ee mu a ions, Ala187Th , Ala250Val, and A g308Cys, caused PTX and epo hilone esis ance, as well as inc eased sensi i i y o MT-des abilizing agen s. Giannakakou e al. [ 9 , 10 ], using o a ian ca cinoma 1A9 cells, in es iga ed he e ec o di e en poin mu a ions induced by he selec ion in high concen a ions o he MSAs PTX and epo hilone. Single poin mu a ions we e ound in β 1- ubulin ha led o esis ance o one o he o he MSA, o o bo h. La e s udies by Kanakkan ha a e al. [ 11 ] and Begaye e al. [ 12 ] desc ibed he e ec o simila mu a ions a he laulimalide/pelo uside binding si e. A gumen s o and agains poin mu a ions signi ican ly con ibu ing o cance cell esis ance in he clinic exis ; howe e , i is now gene ally accep ed ha mu a ions can lead o he esis ance o umo cells in pa ien s [8,13,14]. One a ea o in e es in MSA an icance chemo he apy is he abili y o wo d ugs, when gi en in combina ion, o syne gize oge he and ha e a g ea e han addi i e e ec on g ow h inhibi ion han when gi en alone. The deli e y o wo d ugs also educes he likelihood ha a cance cell can acqui e esis ance o one o he wo d ugs when he o he is s ill p esen o p e en su i al o he cell. Two binding si es o MSAs ha e been iden i ied, he axoid si e on β - ubulin ha aces he inside o he assembled MT [ 15 ] and he laulimalide/pelo uside si e on he ex e nal ace o he assembled MT [ 16 ]. The me hods o s abiliza ion di e be ween hese wo si es [ 15 , 16 ]; hence, PTX syne gizes wi h pelo uside o laulimalide, bu no wi h epo hilone o doce axel [ 17 – 19 ]. Discode molide, ano he axoid si e MSA, syne gizes wi h PTX, p esumably because he wo MSAs occupy dis inc posi ions in he axoid binding pocke and ha e di e en mechanisms o s abiliza ion [ 20 – 23 ]. Discode molide has ecen ly been shown o s abilize he M-loop o ubulin in a di e en way o PTX, and his a leas pa ially explains he syne gy be ween he wo axoid si e ligands [ 24 ]. Clinical in e es is s ong on combina ion he apy be ween MSAs; howe e , mos combina ion ials in he li e a u e ha in ol e MSAs a e in combina ion wi h o he classes o an i-cance d ugs ha do no a ge he MT. Me as asis o cance cells om a p ima y umo o o he si es in he body is a majo , and le hal, p oblem in cance . Me as asis in ol es a complex cascade o e en s, beginning wi h he o ma ion o a umo blood supply, ollowed by escape o umo cells om he p ima y umo mass, in asion and mig a ion h ough he ex acellula ma ix/basal lamina u ilizing hepa anase and ma ix me allop o einase enzymes, en y in o he umo blood supply, and la e ex a asa ion a a dis an si e o o m seconda y umo oci [ 25 ]. Cell mig a o y abili y is an impo an componen o he p ocess and is also necessa y o angiogenesis and umo ascula iza ion [ 26 ]. Me as a ic abili y can be moni o ed in cul u e by measu ing cell mig a ion using me hods such as he wound sc a ch assay [ 27 ], Boyden chambe s o measu e ansmemb ane mig a ion and in asion [ 28 ], as well as binding o and mig a ion in o a collagenous basemen memb ane ma ix such as Ma igel ™ ha models he ex acellula ma ix o cells [ 29 ]. MSAs ha e been shown o inhibi cell mig a ion in cul u e, a p ope y ha may enhance hei o e all inhibi o y e ec on cance cell p oli e a ion and imp o e pa ien su i al [ 30 – 33 ]. The inhibi ion o MT dynamics and cy oskele al egula o y molecules such as Rho-GTPases ha e been shown o play a ole in cell mo emen o e a subs a um [ 34 , 35 ]. Ganguly e al. [ 36 , 37 ] di ec ly in es iga ed he e ec s o MT- a ge ing d ugs on cell mig a ion and showed ha hei e ec s on cell mo emen occu a concen a ions lowe han hose equi ed o block cell p oli e a ion o o al e ubulin polyme o ma ion. The MTs a he leading edge o he cell a e mo e s a ic han he dynamic MTs a he ailing edge o he cell. The la e allow eo ganisa ion and emodeling o he MT skele on. Blocking MT dynamici y does no s op he mo emen o cells bu makes i mo e andom, since MTs es ain cell mo emen by con olling he ailing po ion o he mig a ing cell. T ea men wi h a In . J. Mol. Sci. 2017,18, 971 3 o 18 MT- a ge ing d ug p e en s ail e ac ion, bu lamillipodia ex ension s ill occu s, and he cell can s ill elonga e. The aim o he p esen s udy was o u he cha ac e ize he ac ion o ZMP in cul u ed cells, compa ing i s ac i i y o o he MSAs, bo h axoid si e and laulimalide/pelo uside si e binding agen s. The MSAs in es iga ed included he axoid si e ligands, ZMP, PTX, (Taxol ® B is ol-Mye s Squibb), doce axel (Taxo e e ® , Rhone Poulenc Ro e ), ixabepilone (Ixemp a ® , B is ol-Mye s Squibb), and discode molide, and he laulimalide/pelo uside si e ligands, laulimalide and pelo uside A (see Figu e 1 o s uc u es o he compounds). The abili y o ZMP o emain ac i e in ubulin mu an cell lines was in es iga ed. In addi ion, he abili y o ZMP o syne gize wi h o he MSAs was es ed, and i s e ec s on cell mig a ion in a wound sc a ch assay we e de e mined. In . J. Mol. Sci. 2017, 18, 971 3 o 18 mig a ing cell. T ea men wi h a MT- a ge ing d ug p e en s ail e ac ion, bu lamillipodia ex ension s ill occu s, and he cell can s ill elonga e. The aim o he p esen s udy was o u he cha ac e ize he ac ion o ZMP in cul u ed cells, compa ing i s ac i i y o o he MSAs, bo h axoid si e and laulimalide/pelo uside si e binding agen s. The MSAs in es iga ed included he axoid si e ligands, ZMP, PTX, (Taxol ® B is ol-Mye s Squibb), doce axel (Taxo e e ® , Rhone Poulenc Ro e ), ixabepilone (Ixemp a ® , B is ol-Mye s Squibb), and discode molide, and he laulimalide/pelo uside si e ligands, laulimalide and pelo uside A (see Figu e 1 o s uc u es o he compounds). The abili y o ZMP o emain ac i e in ubulin mu an cell lines was in es iga ed. In addi ion, he abili y o ZMP o syne gize wi h o he MSAs was es ed, and i s e ec s on cell mig a ion in a wound sc a ch assay we e de e mined. Figu e 1. S uc u e o he compounds. 2. Resul s 2.1. G ow h Inhibi ion by Zampanolide and O he Mic o ubule-S abilizing Agen s in Di e en Cell Lines Human 1A9 o a ian ca cinoma cells we e ea ed wi h MSAs, including ZMP, h ee o he axoid si e MSAs, and wo laulimalide/pelo uside si e MSAs, and he IC 50 alues o inhibi ion o p oli e a ion we e calcula ed (Table 1). The IC 50 alues anged om 3.6 o 23.3 nM. ZMP was hen es ed in o he cell lines o de e mine he consis ency o i s ac ion and o compa e na u al ZMP isola ed and pu i ied om a ma ine sponge [1] wi h chemically syn hesized ZMP [38] (Table 2). Figu e 1. S uc u e o he compounds. 2. Resul s 2.1. G ow h Inhibi ion by Zampanolide and O he Mic o ubule-S abilizing Agen s in Di e en Cell Lines Human 1A9 o a ian ca cinoma cells we e ea ed wi h MSAs, including ZMP, h ee o he axoid si e MSAs, and wo laulimalide/pelo uside si e MSAs, and he IC 50 alues o inhibi ion o p oli e a ion we e calcula ed (Table 1). The IC 50 alues anged om 3.6 o 23.3 nM. ZMP was hen es ed in o he cell lines o de e mine he consis ency o i s ac ion and o compa e na u al ZMP isola ed and pu i ied om a ma ine sponge [ 1 ] wi h chemically syn hesized ZMP [ 38 ] (Table 2). Al hough he IC 50 alues In . J. Mol. Sci. 2017,18, 971 4 o 18 a ied o some ex en be ween di e en cell lines, he e was no majo di e ence be ween he na u al ZMP and he syn he ic ZMP. Table 1. IC50 alues o mic o ubule-s abilizing agen s in 1A9 cells. Compound IC50 ±SEM (nM) Taxoid si e ligands Zampanolide 9.54 ±0.85 Pacli axel 3.71 ±0.30 Doce axel 3.55 ±0.43 Ixabepilone 6.65 ±0.33 Discode molide 138 ±12 Laulimalide/Pelo uside si e ligands Pelo uside A 23.3 ±1.1 Laulimalide 9.71 ±0.28 IC 50 alues in 1A9 cells (mean ± SEM) a e 48 h o d ug ea men a e p esen ed (n= he numbe o independen biological eplica es). Table 2. Cy o oxici y o zampanolide (ZMP) in di e en cell lines. Cell Line Sou ce o ZMP IC50 ±SEM (nM) Du a ion (h) 1A9 na u al 8.2 ±0.1 72 1A9 syn he ic 4.6 ±1.3 72 1A9 [1] na u al 14.3 ±2.4 72 HL-60 [1] na u al 4.3 ±1.1 48 D551 syn he ic 7.3 ±1.2 72 HUVEC syn he ic 0.6 ±0.1 72 HUVEC syn he ic 1.0 ±0.4 120 IC 50 alues o zampanolide in di e en cell lines de e mined using he MTT (3-(4,5-dime hyl hiazol- 2-yl)-2,5-diphenyl e azolium b omide) cell p oli e a ion assay. Du a ion is he ime in which each cell line was ea ed wi h zampanolide be o e MTT was added; nis he numbe o independen biological eplica es. 2.2. Ac ion o Zampanolide on Cells wi h β-Tubulin Mu a ions The e ec o mu an ubulins on he ac i i y o ZMP was in es iga ed using a collec ion o 1A9 cell lines ha we e gene a ed by ea men o ex ended pe iods o ime o s ep-wise inc eases in an MSA, esul ing in single amino acid mu a ions in β 1- ubulin [ 9 – 11 ]. The spon aneous, s able mu a ions we e ei he loca ed a he axoid si e o a he laulimalide/pelo uside si e on ubulin (Table 3). The esis ance a ios (IC 50 mu an /IC 50 pa en ) a e g aphed in Figu e 2, and he IC 50 alues a e p esen ed in Table 3. The ac ual alues o he esis ance a ios a e p esen ed in Supplemen a y Da a Table S1. The e was some c osso e in he speci ici y o he mu a ions gene a ed by high concen a ions o PTX o epo hilone A, wi h he PTX10 and A8 cell lines being esis an o bo h PTX and ixabepilone. B10, he mu an cell line gene a ed by high concen a ions o epo hilone B, also showed signi ican c osso e wi h bo h PTX and ixabepilone showing educed po ency in ha cell line. A simila c osso e was seen o he 1A9-L4 cell line gene a ed in he p esence o high concen a ions o laulimalide which was esis an o bo h laulimalide and pelo uside. None o he mu an axoid si e cell lines showed any majo esis ance o zampanolide, al hough he esis ance a io o PTX22 was 2.4 ± 0.2 (p- alue jus g ea e han he cu -o o signi icance o p< 0.05) and he esis ance a io o B10 was 3.2 ± 0.6 (p< 0.02). In . J. Mol. Sci. 2017,18, 971 5 o 18 Table 3. IC50 alues o MSAs in 1A9 pa en al cells and β- ubulin mu an cell lines. Cell Line Resis ance o Pacli axel Ixabepilone Zampanolide Pelo uside A Laulimalide 1A9 4.2 ±0.3 7.3 ±0.6 8.2 ±1.0 20.1 ±0.9 8.3 ±0.5 PTX10 PTX and EPO 91.7 ±8.2 54.9 ±9.6 2.3 ±0.9 17.5 ±1.2 11.0 ±1.0 PTX22 PTX 100 ±14.1 11.4 ±1.7 9.2 ±3.9 19.4 ±5.4 10.6 ±2.7 A8 EPO and PTX 94.4 ±5.6 99.8 ±0.6 14.9 ±4.6 14.0 ±2.4 7.2 ±1.1 B10 EPO 17.2 ±4.3 106 ±6.5 8.6 ±3.2 24.9 ±1.9 10.8 ±1.0 1A9-R1 PLA 8.8 ±2.5 14.7 ±3.3 5.9 ±1.6 90.9 ±8.5 9.8 ±1.5 1A9-L4 LAU and PLA 4.2 ±0.1 4.4 ±0.4 4.7 ±1.0 351 ±126 344 ±150 The a e age 72 h IC 50 alues o di e en MSAs in he pa en al 1A9 cell line and cloned mu an 1A9 cell lines a e p esen ed as he mean IC 50 alue ± SEM (n= 3 o mo e biological eplica es). The speci ic mu a ions o each cell line a e: PTX10 Phe272Val; PTX22 Ala374Th ; A8 Th 276Ile; B10 A g284Gln; 1A9-R1 Ala298Th ; 1A9-L4 A g308His(70%)/Cys(30%). Resis ance a ios a e p esen ed in Figu e 2and Supplemen a y Da a Table S1. PTX = pacli axel, EPO = epo hilone, PLA = pelo uside A, and LAU = laulimalide. In . J. Mol. Sci. 2017, 18, 971 5 o 18 Figu e 2. Resis ance a ios o MSAs in β- ubulin mu an cell lines. β-Tubulin mu an cell lines and he pa en al 1A9 cell line we e ea ed wi h se ial dilu ions o MSAs o 3 days, and he IC50 alues we e calcula ed. Resis ance a ios (mu an cell IC50/pa en al cell IC50) o (A) Pacli axel; (B) Ixabepilone; (C) Laulimalide; (D) Pelo uside A, and (E) zampanolide a e p esen ed as he mean ± SEM, n ≥ 3 independen expe imen s. The speci ic IC50 alues a e included in Table 3. A one-sample S uden ’s - es was ca ied ou o de e mine i he esis ance a ios we e signi ican ly di e en om 1.0 (* p < 0.05; ** p < 0.01; *** p < 0.001). Table 3. IC50 alues o MSAs in 1A9 pa en al cells and β- ubulin mu an cell lines. Cell Line Resis ance o Pacli axel Ixabepilone Zampanolide Pelo uside A Laulimalide 1A9 4.2 ± 0.3 7.3 ± 0.6 8.2 ± 1.0 20.1 ± 0.9 8.3 ± 0.5 PTX10 PTX and EPO 91.7 ±8.2 54.9 ± 9.6 2.3 ± 0.9 17.5 ± 1.2 11.0 ± 1.0 PTX22 PTX 100 ± 14.1 11.4 ± 1.7 9.2 ± 3.9 19.4 ± 5.4 10.6 ± 2.7 A8 EPO and PTX 94.4 ± 5.6 99.8 ± 0.6 14.9 ± 4.6 14.0 ± 2.4 7.2 ± 1.1 B10 EPO 17.2 ± 4.3 106 ± 6.5 8.6 ± 3.2 24.9 ± 1.9 10.8 ± 1.0 1A9-R1 PLA 8.8 ± 2.5 14.7 ± 3.3 5.9 ± 1.6 90.9 ± 8.5 9.8 ± 1.5 1A9-L4 LAU and PLA 4.2 ± 0.1 4.4 ± 0.4 4.7 ± 1.0 351 ± 126 344 ± 150 The a e age 72 h IC50 alues o di e en MSAs in he pa en al 1A9 cell line and cloned mu an 1A9 cell lines a e p esen ed as he mean IC50 alue ± SEM (n = 3 o mo e biological eplica es). The speci ic mu a ions o each cell line a e: PTX10 Phe272Val; PTX22 Ala374Th ; A8 Th 276Ile; B10 A g284Gln; 1A9-R1 Ala298Th ; 1A9-L4 A g308His(70%)/Cys(30%). Resis ance a ios a e p esen ed in Figu e 2 and Supplemen a y Da a Table S1. PTX = pacli axel, EPO = epo hilone, PLA = pelo uside A, and LAU = laulimalide. Figu e 2. Resis ance a ios o MSAs in β - ubulin mu an cell lines. β -Tubulin mu an cell lines and he pa en al 1A9 cell line we e ea ed wi h se ial dilu ions o MSAs o 3 days, and he IC 50 alues we e calcula ed. Resis ance a ios (mu an cell IC 50 /pa en al cell IC 50 ) o ( A ) Pacli axel; ( B ) Ixabepilone; ( C ) Laulimalide; ( D ) Pelo uside A, and ( E ) zampanolide a e p esen ed as he mean ± SEM, n ≥ 3 independen expe imen s. The speci ic IC 50 alues a e included in Table 3. A one-sample S uden ’s - es was ca ied ou o de e mine i he esis ance a ios we e signi ican ly di e en om 1.0 ( *p< 0.05 ; ** p< 0.01; *** p< 0.001). In . J. Mol. Sci. 2017,18, 971 6 o 18 An a emp was made o gene a e a ZMP- esis an cell line by cul u ing 1A9 cells o app oxima ely one yea in g adually inc easing concen a ions o ZMP, simila o he p ocedu e used o gene a e he PTX-, epo hilone-, pelo uside-, and laulimalide- esis an 1A9 cell lines. The p e ea men wi h ZMP, howe e , ailed o gene a e a ZMP- esis an cell line and ac ually led o a cell line ha was sligh ly mo e sensi i e o ZMP ( esis ance a io o 0.59). Despi e no being esis an o ZMP, he cells acqui ed signi ican esis ance o PTX ( esis ance a io o 11.2), sugges ing a mu a ion in β - ubulin a o nea he axoid si e. Howe e , he e was no esis ance o ixabepilone ( esis ance a io 0.49), no o pelo uside A and laulimalide ( esis ance a ios o 0.66 and 0.40, espec i ely). ZMP has been shown by bo h Flu ax compe i ion expe imen s [ 2 , 39 ] and X- ay c ys allog aphy [ 15 ] o bind a he axoid si e, ye axoid si e amino acid mu a ions had li le e ec on i s in e ac ions wi h ubulin. We p e iously showed ha a high concen a ion o PTX could compe e o bound Flu ax-2 bu no a a low concen a ion, whe eas because ZMP binds co alen ly o he axoid si e [ 2 ], bo h high and low concen a ions o ZMP could displace he Flu ax-2 [ 2 , 39 ] (Figu e 3). Pelo uside A, as expec ed, was unable o displace Flu ax-2 because i binds a a dis an , non- axoid si e on β - ubulin [ 16 , 40 ]. In he p esen s udy, we he e o e es ed o he MSAs o see i hey we e e ec i e in displacing Flu ax and ound ha o he axoid si e agen s, including doce axel, ixabepilone, and discode molide, could displace Flu ax simila o PTX, bu laulimalide, simila o pelo uside A, could no (Figu e 3). In . J. Mol. Sci. 2017, 18, 971 6 o 18 An a emp was made o gene a e a ZMP- esis an cell line by cul u ing 1A9 cells o app oxima ely one yea in g adually inc easing concen a ions o ZMP, simila o he p ocedu e used o gene a e he PTX-, epo hilone-, pelo uside-, and laulimalide- esis an 1A9 cell lines. The p e ea men wi h ZMP, howe e , ailed o gene a e a ZMP- esis an cell line and ac ually led o a cell line ha was sligh ly mo e sensi i e o ZMP ( esis ance a io o 0.59). Despi e no being esis an o ZMP, he cells acqui ed signi ican esis ance o PTX ( esis ance a io o 11.2), sugges ing a mu a ion in β- ubulin a o nea he axoid si e. Howe e , he e was no esis ance o ixabepilone ( esis ance a io 0.49), no o pelo uside A and laulimalide ( esis ance a ios o 0.66 and 0.40, espec i ely). ZMP has been shown by bo h Flu ax compe i ion expe imen s [2,39] and X- ay c ys allog aphy [15] o bind a he axoid si e, ye axoid si e amino acid mu a ions had li le e ec on i s in e ac ions wi h ubulin. We p e iously showed ha a high concen a ion o PTX could compe e o bound Flu ax-2 bu no a a low concen a ion, whe eas because ZMP binds co alen ly o he axoid si e [2], bo h high and low concen a ions o ZMP could displace he Flu ax-2 [2,39] (Figu e 3). Pelo uside A, as expec ed, was unable o displace Flu ax-2 because i binds a a dis an , non- axoid si e on β- ubulin [16,40]. In he p esen s udy, we he e o e es ed o he MSAs o see i hey we e e ec i e in displacing Flu ax and ound ha o he axoid si e agen s, including doce axel, ixabepilone, and discode molide, could displace Flu ax simila o PTX, bu laulimalide, simila o pelo uside A, could no (Figu e 3). Figu e 3. Compe i ion o Flu ax-2 binding o cellula mic o ubules by di e en mic o ubule- s abilizing agen s. Figu e 3. Compe i ion o Flu ax-2 binding o cellula mic o ubules by di e en mic o ubule- s abilizing agen s. In . J. Mol. Sci. 2017,18, 971 7 o 18 HL-60 human p omyelocy ic leukemic cells we e co- ea ed wi h a combina ion o a mic o ubule-s abilizing agen (MSA) and Flu ax-2 (FTX) o 16 h, s ained wi h (4 0 ,6-diamidino-2- phenylindole) (DAPI), and he luo escence o he cells was examined in a con ocal mic oscope. Taxoid si e ligands, when in excess a 200 e sus 50 nM FTX, inhibi FTX binding since mos o he axoid si es a e occupied by he non- luo escen axoid si e ligand, hus no g een luo escen mic o ubles (MTs) a e seen. When FTX is in excess o he axoid si e ligands, he MTs luo esce g een since FTX occupies mos o he binding si es on he MTs. Rega dless o he concen a ion o laulimalide (LAU) o pelo uside A (PEL), he MTs always luo esce g een since simul aneous binding o hese wo MSAs a he LAU/PEL si e and Flu ax-2 (FTX) a he axoid si e can occu . When zampanolide (ZMP) is in excess o e FTX, no g een luo escence o he MT is appa en , as was seen wi h he o he axoid si e ligands. In con as , when FTX is in excess, no g een luo escence is p esen , e en a a low concen a ion o ZMP (25 nM). This lack o g een luo escence when FTX is in excess indica es ha ZMP can ou -compe e FTX because i co alen ly occupies he axoid binding si e, p e en ing FTX om displacing i . The PTX, PEL, and ZMP images ha e been p e iously published [ 39 ] and a e shown wi h pe mission om he publishe Else ie . Abb e ia ions a e: PTX = pacli axel; DTX = doce axel; IXA = ixabepilone; DSC = discode molide, and FTX = Flu ax-2. 2.3. Lack o Syne gis ic In e ac ions be ween ZMP and O he MSAs MSAs ha bind o di e en si es on ubulin ha e been shown o syne gize oge he i he app op ia e concen a ions o he wo compounds a e combined, as shown in Figu e 4. CI alues o Figu e 4a e p esen ed in Supplemen a y Da a Table S2. Fo example, in 1A9 cells, pelo uside A in combina ion wi h ixabepilone had a g ea e e ec on cell g ow h han he sum o he wo compounds. PTX, howe e , did no syne gize wi h ixabepilone, because PTX and ixabepilone bind a he same si e, he axoid si e. The excep ion o he ule is discode molide, a axoid si e MSA ha has p e iously been shown o syne gize wi h PTX [ 20 – 22 ], despi e being able o compe e o Flu ax binding (Figu e 3). The 1A9 o a ian ca cinoma cells we e he e o e ea ed wi h ZMP in combina ion wi h h ee o he axoid si e MSAs and wo laulimalide/pelo uside si e MSAs o de e mine i ZMP could syne gize wi h ei he g oup o compounds (Figu e 5). CI alues o Figu e 5a e p esen ed in Supplemen a y Da a Table S3. No syne gy was seen be ween ZMP and ei he a axoid si e MSA o a laulimalide/pelo uside si e MSA. Some an agonism was obse ed be ween PTX and ZMP, and laulimalide and ZMP. 2.4. Zampanolide E ec on Cell Mig a ion in Cul u e To asce ain whe he ZMP has he po en ial o p e en me as asis o cance cells, i s abili y o inhibi cell mig a ion in a wound sc a ch assay was ca ied ou . The abili y o human umbilical ein endo helial cells (HUVEC) o D551 human ib oblas s o epai a sc a ch made in he monolaye wi h a pipe e ip was es ed in he absence and p esence o ZMP and doce axel (Figu e 6). Bo h compounds signi ican ly inhibi ed wound eco e y in bo h cell lines in a concen a ion-dependen manne . Doce axel was sligh ly mo e po en han ZMP a inhibi ing cell mig a ion. In . J. Mol. Sci. 2017,18, 971 8 o 18 In . J. Mol. Sci. 2017, 18, 971 8 o 18 Figu e 4. Syne gis ic in e ac ions be ween MSAs. The Combina ion Index (CI) is g aphed o combina ions o MSAs in 1A9 cells gi en wo a a ime: (A) Pacli axel (PTX) and discode molide (DSC); (B) Pacli axel and doce axel (DXT); (C) Pacli axel and ixabepilone (IXA), and (D) pelo uside A (PELA) and ixabepilone a e p esen ed as he mean CI alue ± SEM. * p < 0.05; ** p < 0.01; *** p < 0.001; one-sample S uden ’s - es compa ed o 1.0. Values less han 1.0 indica e syne gy be ween he wo compounds; alues g ea e han 1.0 indica e an agonism; alues equal o 1.0 indica e addi i i y. B A D C Figu e 4. Syne gis ic in e ac ions be ween MSAs. The Combina ion Index (CI) is g aphed o combina ions o MSAs in 1A9 cells gi en wo a a ime: ( A ) Pacli axel (PTX) and discode molide (DSC); ( B ) Pacli axel and doce axel (DXT); ( C ) Pacli axel and ixabepilone (IXA), and ( D ) pelo uside A (PELA) and ixabepilone a e p esen ed as he mean CI alue ± SEM. * p< 0.05; ** p< 0.01; *** p< 0.001; one-sample S uden ’s - es compa ed o 1.0. Values less han 1.0 indica e syne gy be ween he wo compounds; alues g ea e han 1.0 indica e an agonism; alues equal o 1.0 indica e addi i i y. In . J. Mol. Sci. 2017,18, 971 9 o 18 1 A B D C E Figu e 5. Syne gis ic in e ac ions o ZMP wi h selec ed MSAs. The Combina ion Index (CI) is g aphed o ZMP gi en in combina ion wi h o he MSAs: ( A ) Pacli axel (PTX); ( B ) Ixabepilone (IXE); ( C ) Pelo uside A (PEL); ( D ) Laulimalide (LAU), and ( E ) discode molide (DSC). Da a a e p esen ed as he mean CI alue ± SEM. * p< 0.05; ** p< 0.01; *** p< 0.001; one-sample S uden ’s - es compa ed o 1.0. Values less han 1.0 indica e syne gy be ween he wo compounds; alues g ea e han 1.0 indica e an agonism; alues equal o 1.0 indica e addi i i y. In . J. Mol. Sci. 2017,18, 971 16 o 18 3. Buey, R.M.; Cal o, E.; Ba asoain, I.; Pineda, O.; Edle , M.C.; Ma esanz, R.; Ce ezo, G.; Vande wal, C.D.; Day, B.W.; So ensen, E.J.; e al. Cyclos ep in binds co alen ly o mic o ubule po es and lumenal axoid binding si es. Na . Chem. Biol. 2007,3, 117–125. [C ossRe ] [PubMed] 4. Risinge , A.L.; Li, J.; Benne , M.J.; Rohena, C.C.; Sch ieme , D.C.; Moobe y, S.L. Taccalonolide binding o ubulin impa s mic o ubule s abili y and po en in i o ac i i y. Cance Res. 2013 ,73, 6780–6792. [C ossRe ] [PubMed] 5. Singh, J.; Pe e , R.C.; Baillie, T.A.; Whi y, A. The esu gence o co alen d ugs. Na . Re . D ug Disco . 2011 , 10, 307–317. [C ossRe ] [PubMed] 6. Cab al, F.; Ab aham, I.; Go esman, M.M. Isola ion o a axol- esis an Chinese hams e o a y cell mu an ha has an al e a ion in α- ubulin. P oc. Na l. Acad. Sci. USA 1981,78, 4388–4391. [C ossRe ] [PubMed] 7. Schible , M.J.; Cab al, F. Taxol-dependen mu an s o Chinese hams e o a y cells wi h al e a ions in α - and β- ubulin. J. Cell Biol. 1986,102, 1522–1531. [C ossRe ] [PubMed] 8. Yin, S.; Bha acha ya, R.; Cab al, F. Human mu a ions ha con e pacli axel esis ance. Mol. Cance The . 2010,9, 327–335. [C ossRe ] [PubMed] 9. Giannakakou, P.; Sacke , D.L.; Kang, Y.K.; Zhan, Z.; Bu e s, J.T.; Fojo, T.; Po uchynsky, M.S. Pacli axel- esis an human o a ian cance cells ha e mu an β - ubulins ha exhibi impai ed pacli axel-d i en polyme iza ion. J. Biol. Chem. 1997,272, 17118–17125. [C ossRe ] [PubMed] 10. Giannakakou, P.; Gussio, R.; Nogales, E.; Downing, K.H.; Zaha e i z, D.; Bollbuck, B.; Poy, G.; Sacke , D.; Nicolaou, K.C.; Fojo, T. A common pha macopho e o epo hilone and axanes: Molecula basis o d ug esis ance con e ed by ubulin mu a ions in human cance cells. P oc. Na l. Acad. Sci. USA 2000 ,97, 2904–2909. [C ossRe ] [PubMed] 11. Kanakkan ha a, A.; Wilmes, A.; O ' B a e, A.; Escuin, D.; Chan, A.; Gjy ezi, A.; C aw o d, J.; Rawson, P.; Ki ell, B.; No hco e, P.T.; e al. Pelo uside- and laulimalide- esis an human o a ian ca cinoma cells ha e β I- ubulin mu a ions and al e ed exp ession o β II- and β III- ubulin iso ypes. Mol. Cance The . 2011 ,10, 1419–1429. [C ossRe ] [PubMed] 12. Begaye, A.; T os el, S.; Zhao, Z.; Taylo , R.E.; Sch ieme , D.C.; Sacke , D.L. Mu a ions in he β - ubulin binding si e o pelo uside A con e esis ance by a ge ing a cle signi ican in side chain binding. Cell Cycle 2011,10, 3387–3396. [C ossRe ] [PubMed] 13. Yin, S.H.; Zeng, C.Q.; Ha i, M.; Cab al, F. Random mu agenesis o β - ubulin de ines a se o dispe sed mu a ions ha con e pacli axel esis ance. Pha m. Res. 2012,29, 2994–3006. [C ossRe ] [PubMed] 14. Basciano, P.A.; Ma akas, J.; Pecci, A.; Ci aschi, E.; Cagioni, C.; Bompiani, N.; Bu ge , P.; Ch is os, P.; Snyde , J.P.; Bussel, J.; e al. β -1 ubulin R307H SNP al e s mic o ubule dynamics and a ec s se e i y o a he edi a y h ombocy openia. J. Th omb. Haemos . 2015,13, 651–659. [C ossRe ] [PubMed] 15. P o a, A.E.; Ba gs en, K.; Zu we a, D.; Field, J.J.; Díaz, J.F.; Al mann, K.-H.; S einme z, M.O. Molecula mechanism o ac ion o mic o ubule-s abilizing an icance agen s. Science 2013 ,339, 587–590. [C ossRe ] [PubMed] 16. P o a, A.E.; Ba gs en, K.; No hco e, P.T.; Ma sh, M.; Al mann, K.-H.; Mille , J.H.; Díaz, J.F.; S einme z, M.O. S uc u al basis o mic o ubule s abiliza ion by laulimalide and pelo uside A. Angew. Chem. In . Ed. Engl. 2014,53, 1621–1625. [C ossRe ] [PubMed] 17. Cla k, E.A.; Hills, P.M.; Da idson, B.S.; Wende , P.A.; Moobe y, S.L. Laulimalide and syn he ic laulimalide analogues a e syne gis ic wi h pacli axel and 2-me hoxyes adiol. Mol. Pha m. 2006 ,3, 457–467. [C ossRe ] [PubMed] 18. Wilmes, A.; Ba gh, K.; Kelly, C.; No hco e, P.T.; Mille , J.H. Pelo uside A syne gizes wi h o he mic o ubule s abilizing agen s in cul u ed cance cell lines. Mol. Pha m. 2007,4, 269–280. [C ossRe ] [PubMed] 19. Wilmes, A.; O’Sulli an, D.; Chan, A.; Chand ahasen, C.; Pa e son, I.; No hco e, P.T.; La Flamme, A.C.; Mille , J.H. Syne gis ic in e ac ions be ween pelo uside A and o he mic o ubule-s abilizing and des abilizing agen s in cul u ed human o a ian ca cinoma cells and mu ine T cells. Cance Chemo he . Pha macol. 2011 ,68, 117–126. [C ossRe ] [PubMed] 20. Giannakakou, P.; Fojo, T. Discode molide: Jus ano he mic o ubule-s abilizing agen ? No! A lesson in syne gy. Clin. Cance Res. 2000,6, 1613–1615. [PubMed] 21. Ma ello, L.A.; McDaid, H.M.; Regl, D.L.; Yang, C.P.; Meng, D.; Pe us, T.R.; Kau man, M.D.; A imo o, H.; Danishe sky, S.J.; Smi h, A.B., 3 d; e al. Taxol and discode molide ep esen a syne gis ic d ug combina ion in human ca cinoma cell lines. Clin. Cance Res. 2000,6, 1978–1987. [PubMed] In . J. Mol. Sci. 2017,18, 971 17 o 18 22. Hono e, S.; Kama h, K.; B ague , D.; Ho wi z, S.B.; Wilson, L.; B iand, C.; Jo dan, M.A. Syne gis ic supp ession o mic o ubule dynamics by discode molide and pacli axel in non-small cell lung ca cinoma cells. Cance Res. 2004,64, 4957–4964. [C ossRe ] [PubMed] 23. Kh apuno ich-Baine, M.; Menon, V.; Ve die -Pina d, P.; Smi h, A.B., 3 d; Angele i, R.H.; Fise , A.; Ho wi z, S.B.; Xiao, H. Dis inc pose o discode molide in axol binding pocke d i es a complemen a y mode o mic o ubule s abiliza ion. Biochemis y 2009,48, 11664–11677. [C ossRe ] [PubMed] 24. P o a, A.E.; Ba gs en, K.; Redondo, M.; Smi h, A.B., 3 d; Yang, C.H.; McDaid, H.M.; Pa e son, I.; Ho wi z, S.B.; Díaz, J.F.; S einme z, M.O. S uc u al basis o mic o ubule s abiliza ion by discode molide. ChemBioChem 2017. [C ossRe ] 25. B ooks, S.A.; Lomax-B owne, H.J.; Ca e , T.M.; Kinch, C.E.; Hall, D.M.S. Molecula in e ac ions in cance cell me as asis. Ac a His ochem. 2010,112, 3–25. [C ossRe ] [PubMed] 26. Toze , G.M.; Kan hou, C.; Baguley, B.C. Dis up ing umou blood essels. Na . Re . Cance 2005 ,5, 423–435. [C ossRe ] [PubMed] 27. Liang, C.C.; Pa k, A.Y.; Guan, J.L. In i o sc a ch assay: A con enien and inexpensi e me hod o analysis o cell mig a ion in i o. Na . P o oc. 2007,2, 329–333. [C ossRe ] [PubMed] 28. Falasca, M.; Raimondi, C.; Ma ucci, T. Boyden chambe . Me hods Mol. Biol. 2011,769, 87–95. [PubMed] 29. Hall, D.M.; B ooks, S.A. In i o in asion assay using Ma igel ™ : A econs i u ed basemen memb ane p epa a ion. Me hods Mol. Biol. 2014,1070, 1–11. [PubMed] 30. Belo i, D.; Ve gani, V.; D udis, T.; Bo so i, P.; Pi elli, M.R.; Viale, G.; Gia azzi, R.; Ta abole i, G. The mic o ubule-a ec ing d ug pacli axel has an iangiogenic ac i i y. Clin. Cance Res. 1996 ,2, 1843–1849. [PubMed] 31. Lu, H.; Mu agh, J.; Schwa z, E.L. The mic o ubule binding d ug laulimalide inhibi s ascula endo helial g ow h ac o -induced human endo helial cell mig a ion and is syne gis ic when combined wi h doce axel (Taxo e e). Mol. Pha macol. 2006,69, 1207–1215. [C ossRe ] 32. Yang, H.; Ganguly, A.; Cab al, F. Inhibi ion o cell mig a ion and cell di ision co ela es wi h dis inc e ec s o mic o ubule inhibi ing d ugs. J. Biol. Chem. 2010,285, 32242–32250. [C ossRe ] [PubMed] 33. Chan, A.; Singh, A.J.; No hco e, P.T.; Mille , J.H. Inhibi ion o human ascula endo helial cell mig a ion and capilla y-like ube o ma ion by he mic o ubule-s abilizing agen pelo uside A. In es ig. New D ugs 2015,33, 564–574. [C ossRe ] [PubMed] 34. Kama h, K.; Smiyun, G.; Wilson, L.; Jo dan, M.A. Mechanisms o inhibi ion o endo helial cell mig a ion by axanes. Cy oskele on 2014,71, 46–60. [C ossRe ] [PubMed] 35. Ka e ina, I.; S aube, A. Regula ion o cell mig a ion by dynamic mic o ubules. Semin. Cell. De . Biol. 2011 , 22, 968–974. [C ossRe ] [PubMed] 36. Ganguly, A.; Yang, H.; Sha ma, R.; Pa el, K.D.; Cab al, F. The ole o mic o ubules and hei dynamics in cell mig a ion. J. Biol. Chem. 2012,287, 43359–43369. [C ossRe ] [PubMed] 37. Ganguly, A.; Yang, H.; Zhang, H.; Cab al, F.; Pa el, K.D. Mic o ubule dynamics con ol ail e ac ion in mig a ing ascula endo helial cells. Mol. Cance The . 2013,12, 2837–2846. [C ossRe ] [PubMed] 38. Zu we a, D.; Glaus, F.; Be scha , L.; Schus e , J.; Ge sch, J.; Ganci, W.; Al mann, K.-H. To al syn hesis o ( − )-zampanolide and s uc u e-ac i i y ela ionship s udies on ( − )-dac ylolide de i a i es. Chemis y 2012 , 18, 16868–16883. [C ossRe ] [PubMed] 39. Field, J.J.; Cal o, E.; No hco e, P.T.; Mille , J.H.; Al mann, K.-H.; Díaz, J.F. Me hods o s udying mic o ubule binding si e in e ac ions: Zampanolide as a co alen binding agen . In Me hods in Cell Biology, Mic o ubules in Vi o, 2nd ed.; Wilson, L., Co eia, J.J., Eds.; Academic P ess: Bu ling on, NJ, USA, 2013; Volume 115, pp. 303–325. 40. Gai anos, T.N.; Buey, R.M.; Díaz, J.F.; No hco e, P.T.; Teesdale-Spi le, P.; And eu, J.M.; Mille , J.H. Pelo uside A does no bind o he axoid si e on β - ubulin and e ains i s ac i i y in mul id ug- esis an cell lines. Cance Res. 2004,64, 5063–5067. [C ossRe ] [PubMed] 41. Dumon e , C.; Jo dan, M.A. Mic o ubule-binding agen s: A dynamic ield o cance he apeu ics. Na . Re . D ug Disco . 2010,9, 790–803. [C ossRe ] [PubMed] 42. Risinge , A.L.; Jackson, E.M.; Polin, L.A.; Helms, G.L.; LeBoeu , D.A.; Joe, P.A.; Hoppe -Bo ge, E.; Ludueña, R.F.; K uh, G.D.; Moobe y, S.L. The accalonolides: Mic o ubule s abilize s ha ci cum en clinically ele an axane esis ance mechanisms. Cance Res. 2008,68, 8881–8888. [C ossRe ] [PubMed] In . J. Mol. Sci. 2017,18, 971 18 o 18 43. Kanakkan ha a, A.; Teesdale-Spi le, P.H.; Mille , J.H. Cy oskele al al e a ions ha con e esis ance o an i- ubulin chemo he apeu ics. An icance Agen s Med. Chem. 2013,13, 147–158. [C ossRe ] [PubMed] 44. Field, J.J.; Díaz, J.F.; Mille , J.H. The binding si es o mic o ubule-s abilizing agen s. Chem. Biol. 2013 ,20, 301–315. [C ossRe ] [PubMed] 45. Kanakkan ha a, A.; E as, J.; No hco e, P.T.; Cab al, F.; Mille , J.H. Resis ance o pelo uside A and laulimalide: Func ional signi icance o acqui ed β I- ubulin mu a ions a si es impo an o d ug- ubulin binding. Cu . Cance D ug Ta ge s. 2014,14, 79–90. [C ossRe ] [PubMed] 46. Gapud, E.J.; Bai, R.; Ghosh, A.K.; Hamel, E. Laulimalide and pacli axel: A compa ison o hei e ec s on ubulin assembly and hei syne gis ic ac ion when p esen simul aneously. Mol. Pha macol. 2004 ,66, 113–121. [C ossRe ] [PubMed] 47. Hamel, E.; Day, B.W.; Mille , J.H.; Jung, M.K.; No hco e, P.T.; Ghosh, A.K.; Cu an, D.P.; Cushman, M.; Nicolaou, K.C.; Pa e son, I.; e al. Syne gis ic e ec s o pelo uside A and laulimalide wi h axoid si e d ugs, bu no wi h each o he , on ubulin assembly. Mol. Pha macol. 2006,70, 1555–1564. [C ossRe ] [PubMed] 48. Pho iou, A.; Shah, P.; Leong, L.K.; Moss, J.; Re sas, S. In i o syne gy o pacli axel (Taxol) and ino elbine (na elbine) agains human melanoma cell lines. Eu . J. Cance 1997,33, 463–470. [C ossRe ] 49. Giannakakou, P.; Villalba, L.; Li, H.; Po uchynsky, M.; Fojo, T. Combina ions o pacli axel and inblas ine and hei e ec s on ubulin polyme iza ion and cellula cy o oxici y: Cha ac e iza ion o a syne gis ic schedule. In . J. Cance 1998,75, 57–63. [C ossRe ] 50. Ricke , J.L.; Chen, Z.; Yang, X.P.; P ibluda, V.S.; Swa z, G.M.; an Waes, C. 2-me hoxyes adiol inhibi s hypoxia-inducible ac o 1 α , umo g ow h, and angiogenesis and augmen s pacli axel e icacy in head and neck squamous cell ca cinoma. Clin. Cance Res. 2004,10, 8665–8673. [C ossRe ] [PubMed] 51. Han, G.Z.; Liu, Z.J.; Shimoi, K.; Zhu, B.T. Syne gism be ween he an icance ac ions o 2-me hoxyes adiol and mic o ubule-dis up ing agen s in human b eas cance . Cance Res. 2005,65, 387–393. [PubMed] 52. Huang, G.S.; Lopez-Ba cons, L.; F eeze, B.S.; Smi h, A.B., 3 d; Goldbe g, G.L.; Ho wi z, S.B.; McDaid, H.M. Po en ia ion o axol e icacy by discode molide in o a ian ca cinoma xenog a -bea ing mice. Clin. Cance Res. 2006,12, 298–304. [C ossRe ] [PubMed] 53. Kh apuno ich-Baine, M.; Menon, V.; Yang, C.P.; No hco e, P.T.; Mille , J.H.; Angele i, R.H.; Fise , A.; Ho wi z, S.B.; Xiao, H. Hallma ks o molecula ac ion o mic o ubule s abilizing agen s: E ec s o epo hilone B, ixabepilone, pelo uside A, and laulimalide on mic o ubule con o ma ion. J. Biol. Chem. 2011 ,286, 11765–11778. [C ossRe ] [PubMed] 54. Ganguly, A.; Cab al, F.; Yang, H.; Pa el, K. Pelo uside A is a mic o ubule-s abilizing agen wi h excep ional an i-mig a o y p ope ies in human endo helial cells. Oncoscience 2015,2, 585–595. [C ossRe ] [PubMed] 55. Pa e son, I.; Flo ence, G.J.; Ge lach, K.; Sco , J.P. To al syn hesis o he an imic o ubule agen (+)-discode molide using bo on-media ed aldol eac ions o chi al ke ones. Angew. Chem. In . Ed. Engl. 2000 , 39, 377–380. [C ossRe ] 56. Wes , L.M.; No hco e, P.T.; Ba e shill, C.N. Pelo uside A: A po en cy o oxic mac olide isola ed om he New Zealand ma ine sponge Mycale sp. J. O g. Chem. 2000,65, 445–449. [C ossRe ] [PubMed] 57. Hood, K.A.; Wes , L.M.; No hco e, P.T.; Be idge, M.V.; Mille , J.H. Induc ion o apop osis by he ma ine sponge (Mycale) me aboli es, mycalamide A and pa eamine. Apop osis 2001 ,6, 207–219. [C ossRe ] [PubMed] 58. Chou, T.C.; Talalay, P. Quan i a i e analysis o dose-e ec ela ionships: The combined e ec s o mul iple d ugs o enzyme inhibi o s. Ad . Enzyme Regul. 1984,22, 27–55. [C ossRe ] 59. Be enbaum, M.C. The expec ed e ec o a combina ion o agen s: The gene al solu ion. J. Theo . Biol. 1985 , 114, 413–431. [C ossRe ] 60. Tanaka, J.; Higa, T. Zampanolide, a new cy o oxic mac olide om a ma ine sponge. Te ahed on Le . 1996 ,37, 5535–5538. [C ossRe ] © 2017 by he au ho s. Licensee MDPI, Basel, Swi ze land. This a icle is an open access a icle dis ibu ed unde he e ms and condi ions o he C ea i e Commons A ibu ion (CC BY) license (h p://c ea i ecommons.o g/licenses/by/4.0/).