Increased abundance of βII- and βIII-tubulin isotypes in cancer cells confers resistance to vinca and taxoid site drugs; however, the role of these isotypes in the acquired resistance of cancer cells to non-vinca or non-taxoid site binding agents has not been described. Peloruside A (PLA) and laulimalide are the only known non-taxoid site microtubule-stabilizing agents. A human ovarian cancer cell line, 1A9-L4 (L4), previously selected in high concentrations of laulimalide, has both a single point mutation in βI-tubulin and overexpression of βII- and βIII-tubulin. The cells are highly resistant to PLA as well as laulimalide but show no cross-resistance to taxoid site drugs or drugs that bind to the vinca site on β-tubulin. To understand the functional significance of the βII- and βIII-tubulin changes in this resistant cell line, isotype-specific short interfering RNA was used to knock down the expression of the βII and βIII isotypes, and the cellular effects of PLA and laulimalide were examined before and after silencing. It was found that inhibition of βII- and βIII-tubulin partially sensitized L4 cells to PLA and laulimalide, as seen by increased potency of PLA and laulimalide for inducing growth inhibition, cellular tubulin polymerization, microtubule aberrations, and G2-M arrest in the resistant cells. The sensitivity to paclitaxel, vinblastine, ixabepilone, and cisplatin was unaffected by the inhibition of isotype expression. It was concluded that the increased βII- and βIII-tubulin contributed significantly to the resistance phenotype, along with the tubulin structural mutation, and that the altered isotype effect was binding site specific. Mol Cancer Ther; 11(2); 393–404. ©2011 AACR.

The resistance of cancer cells to antimicrotubule agents is a serious clinical problem in the successful treatment of cancer. This resistance is considered to be a multifactorial phenomenon involving several mechanisms such as overexpression of the P-glycoprotein (P-gp) drug efflux pump (1), structural alterations to tubulin (2–4), altered expression of microtubule regulatory proteins (5), aberrant expression of microRNAs (6), and impaired apoptotic pathways (7). Alterations in the tubulin/microtubule system, specifically in the β-tubulin subunits, are prominent mechanisms for resistance of cancer cells to antimitotic agents (2–4).

In humans, β-tubulin exists as at least 7 distinct isotypes, with the most significant differences occurring at the carboxyl terminus region (8). These 7 isotypes have been characterized for their tissue-specific expressions. For example, βI (class I) and βIVb (class IVb) are constitutively expressed in all tissues; βII (class II), βIII (class III), and βIVa (class IVa) are expressed mainly in brain tissue; βV is expressed constitutively, but at low levels in all tissues; and βVI (class VI) is restricted to hematopoietic tissues (8–10). A strong correlation between overexpression of β-tubulin isotypes and drug resistance to tubulin-targeting compounds has been reported in cultured cancer cell lines and in the clinic (2, 3), although the clinical significance of β-tubulin mutations is still uncertain (11, 12). Among β-tubulin isotypes, high abundance of βII and βIII isotypes has been highlighted as a resistance mechanism of cancer cells to various tubulin-binding and DNA-damaging agents (2, 3). To date, however, there are only a limited number of studies that have directly investigated the functional significance of these isotypes in antimitotic drug resistance. Some of these studies used cell lines that were selected with taxoid or vinca site drugs or that naturally overexpressed βII- or βIII-tubulin. Hence, the significance of these isotypes in cancer cell resistance to other classes of microtubule-active agents remains largely unknown. Understanding the role of βII- and βIII-tubulin in the resistance to a different class of tubulin-binding agents would help to further clarify the complex mechanisms of action of the β-tubulin isotypes in contributing to survival of cancer cells in the presence of diverse chemotherapeutic agents.

Peloruside A (PLA) and laulimalide (Fig. 1) are 2 marine organism–derived natural products that have shown promising anticancer activity in a panel of different mammalian cancer cell lines (13–15). The compounds bind to a similar or overlapping non-taxoid site on β-tubulin (16–22) and enhance tubulin polymerization. This action inhibits microtubule dynamics and blocks cell-cycle progression at G2-M phase, promoting cell death (14, 15). Studies in cells have shown that PLA and laulimalide retain their cytotoxicity in paclitaxel (PTX)- and epothilone-resistant cancer cell lines that have mutations in the taxoid site of β-tubulin (16, 17). PLA and laulimalide are also poor substrates for the P-gp drug efflux pump, overexpression of which significantly reduces the inhibitory activity of PTX and vinblastine (Fig. 1) on cancer cell growth (16, 17).

Figure 1.

Chemical structures of the compounds. LAU, laulimalide; IXA, ixabepilone; VBL, vinblastine; CPN, cisplatin.

Figure 1.

Chemical structures of the compounds. LAU, laulimalide; IXA, ixabepilone; VBL, vinblastine; CPN, cisplatin.

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We recently showed that selection of a human ovarian carcinoma cell line, 1A9-L4 (L4), in the presence of high concentrations of laulimalide led to multiple β-tubulin alterations that included a βI-tubulin structural mutation R306H/C, in addition to increased abundance of βII- and βIII-tubulin isotypes (22). This cell line was highly resistant to laulimalide and PLA but not to other tubulin-targeting drugs that bind to the taxoid, vinca, or colchicine sites on β-tubulin (22). The mutated βI-tubulin residue R306 had earlier been modeled by computer docking and shown to be an essential site for PLA and laulimalide binding to β-tubulin (19–21), suggesting that this βI-tubulin mutation was likely to be one of the key resistance mechanisms of L4 cells to the 2 compounds. The importance of the βII- and βIII-tubulin overexpression in the resistant cells, however, has not been directly determined. Therefore, the aim of this study was to examine the role of βII- and βIII-tubulin overexpression in the resistance phenotype of L4 cells by investigating the effect of short interfering RNA (siRNA) knockdown of these 2 isotypes on the sensitivity of L4 cells to the compounds.

Cell culture

Human 1A9 ovarian carcinoma cells, derived from the A2780 cell line, were obtained from NIH. The laulimalide/PLA-resistant cell line, L4, was a gift from Dr. Paraskevi Giannakakou of Weill Medical College of Cornell University, NY. Neither cell line was directly authenticated in our laboratory, but both 1A9 and L4 cells retained their epithelial phenotype throughout the study. The derivation of the L4 cell line was as previously described (22). Cells were cultured in RPMI-1640 medium (Invitrogen) supplemented with 10% fetal calf serum (Invitrogen), 0.25 units/mL insulin (Sigma Chemical Co.), 100 units/mL penicillin, and 100 units/mL streptomycin (Invitrogen). The cells were maintained in a humidified incubator in a 5% CO2 in air atmosphere at 37°C.

siRNA transfection

siRNAs designed to target βII- or βIII-tubulin were purchased from Dharmacon (ON-Target plus SMARTpool reagent; Supplementary Table S1). An siRNA negative control (MISSION; Sigma) that has no specificity to any human genes was used as the negative transfection control throughout the experiments. L4 cells were transfected with the siRNAs using Lipofectamine 2000 reagent (Invitrogen) following the manufacturer's instructions. Briefly, the cells were seeded in 35-mm dishes and allowed to attach for 24 hours, then transfected with βII or βIII siRNA for 48 hours. The medium in the dishes was replaced after 48 hours with complete cell culture medium to remove any free siRNAs. The cells were then processed for mRNA and protein quantification. To select the optimal siRNA concentration that gave high target knockdown, but caused minimal toxicity to the cells, each siRNA was titrated for its knockdown effect by transfecting L4 cells with 2-fold serial dilutions of siRNA. For simultaneous silencing of both βII- and βIII-tubulin expression, multiplexes of siRNAs were transfected in the same way as singleplex transfection.

Drugs

PLA and laulimalide were isolated from the marine sponges Mycale hentscheli (New Zealand) and Cacospongia mycofijiensis (Tonga), respectively, and stored as a 1 mmol/L stock solution in absolute ethanol at −80°C. PTX and vinblastine were purchased from Sigma Chemical Company. Cisplatin was purchased from EBEWE Pharma, and ixabepilone was purchased from Bristol-Myers Squibb (Fig. 1).

Quantitative real-time PCR

The effects of βII- and βIII-tubulin siRNAs on the mRNA expression of the isotypes were examined by quantitative real-time PCR (qRT-PCR) after 48 hours of siRNA transfection using methodology and specific primers as described previously (22).

Western blot

Total cellular proteins were extracted at 72 hours or 144 hours posttransfection, and Western blotting was done as previously described (22). Mouse monoclonal βII-tubulin (1:1,000, MMS-422P, clone-7B9; Covance), βIII-tubulin (3:1,000, T8660, clone-SDL.3D10; Sigma), β-tubulin (3:1,000, T4026, clone-TUB 2.1; Sigma) and β-actin (1:3,000, A2228, clone-AC74, Sigma) primary antibodies and a Cy5-conjugated anti-mouse secondary antibody (1:2,500, PA45010; GE Healthcare) were used to detect the protein bands using a Fujifilm FLA-5100 imaging system (Fuji Photo Film Co. Ltd). The densities of the protein bands were quantified with ImageJ software (NIH) and normalized to the β-actin band density.

Cytotoxicity assay

After 48 hours siRNA transfection, the cells were harvested and transferred to a 96-well plate (5,000 cells per well) and cultured for 24 hours. The cells were then treated with microtubule-stabilizing and microtubule-destabilizing agents for 72 hours, and cell proliferation was assessed by colorimetric reduction of the dye MTT by viable cells. The IC50 of the drugs was determined from a concentration–response curve using Sigma Plot software version 8 (Systat Software Inc.).

Intracellular tubulin polymerization assay

After 72 hours siRNA transfection, cells were treated with various concentrations of PLA or laulimalide for 16 hours, and the polymerized and nonpolymerized tubulins were extracted as described elsewhere (23). The relative intracellular levels of soluble (nonpolymerized) and pelleted (polymerized) tubulin fractions were assessed by immunoblotting against α-tubulin. A rabbit polyclonal primary antibody to α-tubulin (1:1,000, ab18251; Abcam) in conjunction with a Cy5-conjugated goat antirabbit secondary antibody (1:2,500, PA45011V; GE Healthcare) was used to detect the protein bands.

Immunocytochemistry

After 48 hours of siRNA transfection, cells were harvested and plated onto glass coverslips in a 35-mm dish, and the cells were allowed to attach for another 24 hours. The cells were then treated with various concentrations of PLA for 16 hours and fixed with ice-cold methanol-acetone (1:1) for 5 minutes. Nonspecific antibody binding was blocked with 5% bovine serum albumin in 0.25% Triton X-100 in PBS. The cells were then incubated at room temperature for 1 hour with rabbit polyclonal primary antibody to α-tubulin (1:1,000, ab18251; Abcam). After washing 3 times with Triton-PBS, the cells were incubated with Alexa Fluor 594–conjugated antirabbit secondary antibody (1:1,000, A11012; Invitrogen) for 1 hour in the dark. After washing 3 more times, the cells were costained with mouse monoclonal primary antibodies to either βII-tubulin (1:1,000, MMS-422P, clone-7B9; Covance) or βIII-tubulin (1:1,000, T8660, clone-SDL.3D10; Sigma) and an Alexa Fluor 488–conjugated antimouse secondary antibody (1:1,000, A11008; Invitrogen). After washing with PBS 3 times, the coverslips were mounted onto glass slides in Prolong Gold Antifade with 4′,6-diamidino-2-phenylindole (DAPI) to stain the nuclei (Invitrogen). Fluores-cent staining was examined with an Olympus FluoView FV1000 confocal laser scanning microscope (inverted model IX81) using a 60× or 100× oil-immersion objective with the following settings: filter, Dichrome; wavelength range, DAPI (425–465 nm), Alexa Fluor 488 (485–545 nm), Alexa Fluor 594 (575–620 nm); imaging mode, sequential.

Flow cytometry

L4 cells were seeded at a density of 5 × 104 cells per well in a 24-well plate and transfected with different siRNAs. Seventy-two hours after transfection, the cells were treated with various concentrations of PLA and laulimalide for 16 hours, harvested, and stained with propidium iodide to analyze their cell-cycle distribution by flow cytometry, as previously described (22).

Isotype-specific siRNAs silence βII- and βIII-tubulin mRNA and protein expression in L4 cells

To determine the role of βII- and βIII-tubulin isotypes in the chemoresistance to PLA and laulimalide, isotype-specific siRNAs were used to silence the expression of βII- and/or βIII-tubulin in L4 cells. The isotype mRNA expression levels in L4 cells have been reported previously to be 55% of total β-tubulin for βII isotype and 19% for βIII isotype, compared with 7% each for both βII and βIII in parental 1A9 cells (22). The siRNA knockdown was optimized by transfecting the cells with 2-fold serial dilutions of siRNA. A final concentration of 25 nmol/L, which gave the highest βII- and βIII-tubulin mRNA and protein knockdown and showed the least adverse effect on cell proliferation was selected for further experiments (Supplementary Fig. S1). Equivalent concentrations of a nonsilencing siRNA control (negative control) or Lipofectamine-only control (mock control) were also paired with each transfection experiment. The cells were transfected with either singleplex or multiplexes in a 1:1 (25:25 nmol/L) ratio of βII- and βIII-tubulin siRNAs. With singleplex transfection, βII- and βIII-tubulin mRNA levels were decreased by 80% compared with the negative control- or the mock-transfected L4 cells (Fig. 2A). The knockdown of mRNA was correlated with a decrease in the protein levels of the isotypes (Fig. 2B and C), and the knockdown effect lasted at least 6 days (Supplementary Fig. S1). With multiplex (βII+βIII) transfection, the mRNA and protein expression levels of βII- and βIII-tubulin were decreased by approximately 60% each (Fig. 2). This lower silencing efficiency with multiplex transfection was possibly caused by some loss in function of the siRNAs in the multiplex mixture compared with when they are used separately. Although singleplex siRNAs are highly functional, having a high affinity for the RNA-induced silencing complex (RISC), in a multiplex experiment, the siRNAs may compete with each other for loading on the RISC. The mRNA expression and protein abundance of other β-tubulin isotypes were not affected by the βII- and βIII-tubulin siRNA transfections. Total β-tubulin abundance decreased significantly after knockdown, and this was correlated with the decreased expression of βII- and βIII-tubulin (Fig. 2). The decrease in total β-tubulin was not expected because of the tendency for tubulin levels to autoregulate in cells (24); however, tubulin autoregulation may have reduced the magnitude of the decrease in total tubulin in the siRNA-treated cells. Silencing βII and βIII isotype expression in the parental 1A9 cells was not carried out because these tubulin isotypes are not expressed in significant amounts in the cells (22).

Figure 2.

qRT-PCR and Western blot confirmation of βII- and βIII-tubulin knockdown in L4 cells after siRNA transfection. A, L4 cells were transfected with 25 nmol/L βII- or βIII-tubulin targeting siRNAs, and βII- or βIII-tubulin mRNA expression (after 48 hours) was examined using qRT-PCR. βII, βIII, and βII+βIII siRNAs specifically silenced their target mRNAs without affecting other β-tubulin isotype levels. mRNA expression is presented as the percent of the negative control siRNA–transfected L4 cells ± SEM (n = 4 independent experiments). B, representative Western blots of βII-, βIII-, and total β-tubulin in βII, βIII, and βII+βIII siRNA-transfected L4 cells 72 hours after siRNA transfection. The negative control has siRNA unrelated to any human gene sequences. The mock control has Lipofectamine but lacks siRNA. The βII+βIII–silenced cell lysates were electrophoresed on a separate gel and the blots added to the others, which had been run together on the same gel. β-Actin was used as a loading control. C, protein abundance as a percent of the negative control siRNA–transfected L4 cells ± SEM (n = 3–4 independent experiments). *, P < 0.05, Mann–Whitney test.

Figure 2.

qRT-PCR and Western blot confirmation of βII- and βIII-tubulin knockdown in L4 cells after siRNA transfection. A, L4 cells were transfected with 25 nmol/L βII- or βIII-tubulin targeting siRNAs, and βII- or βIII-tubulin mRNA expression (after 48 hours) was examined using qRT-PCR. βII, βIII, and βII+βIII siRNAs specifically silenced their target mRNAs without affecting other β-tubulin isotype levels. mRNA expression is presented as the percent of the negative control siRNA–transfected L4 cells ± SEM (n = 4 independent experiments). B, representative Western blots of βII-, βIII-, and total β-tubulin in βII, βIII, and βII+βIII siRNA-transfected L4 cells 72 hours after siRNA transfection. The negative control has siRNA unrelated to any human gene sequences. The mock control has Lipofectamine but lacks siRNA. The βII+βIII–silenced cell lysates were electrophoresed on a separate gel and the blots added to the others, which had been run together on the same gel. β-Actin was used as a loading control. C, protein abundance as a percent of the negative control siRNA–transfected L4 cells ± SEM (n = 3–4 independent experiments). *, P < 0.05, Mann–Whitney test.

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βII- and βIII-tubulin silencing sensitizes L4 cells to PLA and laulimalide

The effect of knockdown of βII- and βIII-tubulin on the resistance phenotype of L4 cells was examined by comparing the IC50 values determined from the MTT assay. The IC50 values of the cells transfected with βII-, βIII-, or βII+βIII-tubulin siRNAs were significantly less than those of their negative control siRNA–transfected cell IC50 values (Fig. 3). The mock control-transfected cells, as expected, were not significantly different from the negative control-transfected cells for any of the drugs. For PLA, the fold increase in sensitivity in βII, βIII, and βII+βIII siRNA-transfected cells was 1.18, 1.65, and 1.88, respectively (Fig. 3). Similar results were obtained for laulimalide, with βII, βIII, and βII+βIII siRNA-transfected L4 cells showing 1.19, 1.37, and 1.44-fold increases in sensitivity, respectively (Fig. 3, Supplementary Table S2). These results indicated that siRNA-mediated silencing of βII- and βIII-tubulin expression partially restored the sensitivity of L4 cells to PLA and laulimalide. Full sensitivity similar to the parental 1A9 cells would require approximately an 18-fold change for PLA and a 25-fold change for laulimalide. Thus, although sensitivity was partially restored to the 2 compounds, the siRNA-transfected L4 cells were still highly resistant to the drugs. In contrast, the bioactivities of PTX, vinblastine, ixabepilone (an epothilone B analog), and cisplatin were not affected at all by knockdown of the β-tubulin isotypes in L4 cells (Fig. 3). Epothilone B is another microtubule-stabilizing agent that binds to the taxoid site on β-tubulin. In a previous study, we showed that the IC50 for growth inhibition of L4 cells by epothilone B was the same as for the parental 1A9 cells (22).

Figure 3.

Effect of βII- and βIII-tubulin silencing on the sensitivity of L4 cells to PLA, laulimalide, PTX, vinblastine, ixabepilone, and cisplatin. The IC50 of the compounds in siRNA-transfected L4 cells was determined by MTT assay. Representative graphs are presented for each compound, and the average IC50 values ± SEM (nmol/L) are presented on each graph (n = 3–5 independent experiments, with the exception of IXA (n = 1 experiment). *, P < 0.05; **, P < 0.01, Mann–Whitney test comparing negative control to target siRNA knockdown. For PLA, βII siRNA versus βIII siRNA and βII siRNA versus βII+βIII siRNA effects were also significantly different (P < 0.01; not shown in table), and for laulimalide, βII siRNA versus βII+βIII siRNA effects were significantly different (P < 0.05). LAU, laulimalide; VBL, vinblastine; IXA, ixabepilone; CPN, cisplatin.

Figure 3.

Effect of βII- and βIII-tubulin silencing on the sensitivity of L4 cells to PLA, laulimalide, PTX, vinblastine, ixabepilone, and cisplatin. The IC50 of the compounds in siRNA-transfected L4 cells was determined by MTT assay. Representative graphs are presented for each compound, and the average IC50 values ± SEM (nmol/L) are presented on each graph (n = 3–5 independent experiments, with the exception of IXA (n = 1 experiment). *, P < 0.05; **, P < 0.01, Mann–Whitney test comparing negative control to target siRNA knockdown. For PLA, βII siRNA versus βIII siRNA and βII siRNA versus βII+βIII siRNA effects were also significantly different (P < 0.01; not shown in table), and for laulimalide, βII siRNA versus βII+βIII siRNA effects were significantly different (P < 0.05). LAU, laulimalide; VBL, vinblastine; IXA, ixabepilone; CPN, cisplatin.

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Silencing βII- and βIII-tubulin expression enhances intracellular PLA- and laulimalide-induced tubulin polymerization

To determine whether βII- and βIII-tubulin silencing affects tubulin polymerization in situ, relative levels of soluble (S) and polymerized (P) tubulin after PLA or laulimalide treatment were evaluated using a cell-based in situ tubulin polymerization assay. Knockdown of βII- and βIII-tubulin resulted in a significant increase in drug-induced microtubule assembly compared with the negative control siRNA-treated L4 cells (Fig. 4). Treatment with 100 nmol/L PLA in βII-, βIII-, and βII+βIII-tubulin–silenced L4 cells induced 19%, 35%, and 46% polymerization, respectively (Fig. 4A). In contrast, PLA at 100 nmol/L failed to induce comparable levels of polymerized tubulin in negative control siRNA-treated cells(only 1% polymerized tubulin; Fig. 4A). Similar results were obtained for laulimalide. In negative control siRNA–transfected cells, 100 nmol/L laulimalide induced only 2% polymerized tubulin; whereas, in βII-, βIII-, and βII+βIII-tubulin knockdowns, laulimalide at 100 nmol/L induced 24%, 39%, and 48% polymerized tubulin, respectively (Fig. 4B). Thus, there was a strong correlation with the cytotoxicity results (Fig. 3) in which the βII, βIII, and βII+βIII knockdowns increased the sensitivity of the cells to PLA and laulimalide, compared with the negative control siRNA–transfected L4 cells.

Figure 4.

PLA- and laulimalide-induced intracellular tubulin polymerization in siRNA-transfected L4 cells. L4 cells were transfected with the negative control or βII, βIII, and βII+βIII siRNAs for 72 hours, then treated with PLA or laulimalide for 16 hours, and the drug-induced tubulin polymerization was determined by an intracellular tubulin polymerization assay. Immunoblots of PLA (n = 3 independent experiments; A) and laulimalide (n = 2 independent experiments; B) are shown. The percent soluble tubulin (S) and polymerized tubulin (P) are presented below each protein band. LAU, laulimalide.

Figure 4.

PLA- and laulimalide-induced intracellular tubulin polymerization in siRNA-transfected L4 cells. L4 cells were transfected with the negative control or βII, βIII, and βII+βIII siRNAs for 72 hours, then treated with PLA or laulimalide for 16 hours, and the drug-induced tubulin polymerization was determined by an intracellular tubulin polymerization assay. Immunoblots of PLA (n = 3 independent experiments; A) and laulimalide (n = 2 independent experiments; B) are shown. The percent soluble tubulin (S) and polymerized tubulin (P) are presented below each protein band. LAU, laulimalide.

Close modal

Knockdown of βII- and βIII-tubulin affects the abundance of PLA-induced microtubule aberrations

A reduced ability of PLA and laulimalide to induce microtubule aberrations such as microtubule bundles and multiple asters has been shown in L4 cells (22). To determine whether the increased expression of βII- and βIII-tubulin was partially responsible for this altered drug–tubulin interaction, PLA-induced microtubule bundle formation was examined in siRNA-treated L4 cells using immunocytochemistry and confocal microscopy. There was no difference in the microtubule morphology between the drug-untreated βII-, βIII-, βII+βIII-tubulin knockdowns and the negative control siRNA–transfected cells (Fig. 5). However, in agreement with the tubulin polymerization results, 100 nmol/L PLA significantly increased the formation of microtubule bundles in βII (31.8 ± 0.5%), βIII (47.8 ± 2.6%), and βII+βIII (57.6 ± 2.0%) silenced L4 cells compared with the negative control siRNA–treated cells (19.5 ± 0.7%; Fig. 5, Supplementary Table S3). The negative control siRNA-treated cells needed at least 500 nmol/L PLA to obtain an equivalent proportion of microtubule bundles to that seen in the knockdown cells.

Figure 5.

PLA-induced microtubule bundling in siRNA-transfected L4 cells. Seventy-two hours after siRNA transfection, L4 cells were treated for 16 hours with PLA and costained with antibodies against βII- or βIII-tubulin and α-tubulin. Nuclei were stained with DAPI. For better visualization of microtubule bundles, only α-tubulin staining is shown in the image. White arrows point to microtubule bundles. The full-color fluorescence images of the βII-, βIII-tubulin, and nuclear staining of the cells are presented in Supplementary Fig. S2.

Figure 5.

PLA-induced microtubule bundling in siRNA-transfected L4 cells. Seventy-two hours after siRNA transfection, L4 cells were treated for 16 hours with PLA and costained with antibodies against βII- or βIII-tubulin and α-tubulin. Nuclei were stained with DAPI. For better visualization of microtubule bundles, only α-tubulin staining is shown in the image. White arrows point to microtubule bundles. The full-color fluorescence images of the βII-, βIII-tubulin, and nuclear staining of the cells are presented in Supplementary Fig. S2.

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Inhibition of βII- and βIII-tubulin expression promotes PLA- and laulimalide-induced G2-M block

To assess whether silencing of βII- and βIII-tubulin influences antimitotic activity of PLA and laulimalide in L4 cells, cell-cycle analysis was done. Tubulin isotype siRNA transfection itself had no effect on the percentage of cells in G2-M in the absence of drug treatment (23%–25%; Fig. 6). There were also no differences in cell-cycle effects of the drugs between negative control siRNA–transfected and siRNA-untransfected, Lipofectamine-treated L4 cells (data not presented). However, lower concentrations of PLA and laulimalide were needed to induce G2-M block in the isotype-specific siRNA-transfected cells compared with negative control siRNA–treated cells. Cells transfected with βII-, βIII-, or βII+βIII-tubulin siRNAs arrested in their G2-M phase at 300 nmol/L PLA or 80 nmol/L laulimalide, whereas the negative control siRNA–transfected cells showed no significant G2-M block at these concentrations (Fig. 6). There was no significant G2-M arrest at the lower concentrations of PLA and laulimalide tested. The concentrations of drugs used in Fig. 6 (300 nmol/L PLA and 80 nmol/L laulimalide) were lower than the threshold concentrations needed in previous studies on L4 cells (500 nmol/L PLA and 200 nmol/L laulimalide; ref. 22). In βII+βIII-tubulin–silenced cells, a greater G2-M block was seen (58% with PLA and 57% with laulimalide) compared with βIII-tubulin–silenced cells (52% with PLA and 51% with laulimalide) and βII-tubulin–silenced cells (44% with PLA and 43% with laulimalide; Fig. 6). These differences were consistent with the effects of silencing seen on cell growth and aberrant microtubule morphology, indicating again that the increased abundance of βII- and βIII-tubulin alters cell-cycle responses to PLA and laulimalide, and the effects of knockdown of the 2 isotypes are somewhat additive.

Figure 6.

G2-M block induced by PLA and laulimalide in siRNA-transfected L4 cells. βII, βIII, and βII+βIII siRNA-transfected cells were treated with PLA or laulimalide for 16 hours, and the DNA content in each phase of the cell cycle was analyzed using flow cytometry. Representative histograms are shown in A. The percentage of cells in each phase of the cell cycle is presented at the top of each histogram. A summary of the percentage of cells in G2-M phase following treatment with PLA and laulimalide is given in B and C. Results are based on 4 independent experiments, bars = SEM; P < 0.01 for the βII+βIII siRNA knockdowns for both PLA and laulimalide. Single knockdowns of βII and βIII were not significant; Kruskal–Wallis test compared negative control to target siRNA knockdown. Using a Dunn multiple comparison test, the only significant differences were for the double knockdowns for PLA at 300 nmol/L and laulimalide at 80 nmol/L. *, P < 0.01. LAU, laulimalide.

Figure 6.

G2-M block induced by PLA and laulimalide in siRNA-transfected L4 cells. βII, βIII, and βII+βIII siRNA-transfected cells were treated with PLA or laulimalide for 16 hours, and the DNA content in each phase of the cell cycle was analyzed using flow cytometry. Representative histograms are shown in A. The percentage of cells in each phase of the cell cycle is presented at the top of each histogram. A summary of the percentage of cells in G2-M phase following treatment with PLA and laulimalide is given in B and C. Results are based on 4 independent experiments, bars = SEM; P < 0.01 for the βII+βIII siRNA knockdowns for both PLA and laulimalide. Single knockdowns of βII and βIII were not significant; Kruskal–Wallis test compared negative control to target siRNA knockdown. Using a Dunn multiple comparison test, the only significant differences were for the double knockdowns for PLA at 300 nmol/L and laulimalide at 80 nmol/L. *, P < 0.01. LAU, laulimalide.

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Resistance phenotype

βII- and βIII-tubulin knockdown partially sensitized resistant L4 cells to both PLA and laulimalide. Knockdown of βII-tubulin had less of an effect than that of βIII-tubulin, even though it was previously shown that expression of βII isotype in L4 cells was enhanced more than βIII isotype (7.4- vs. 5.6-fold; ref. 22). Simultaneous knockdown of both isotypes increased the sensitivity more than knockdown of either isotype on its own. Although the changes in sensitivity were small compared with the total resistance of the L4 cell line, they were highly significant. We showed previously that PLA and laulimalide have a reduced ability to induce cellular tubulin polymerization, microtubule bundling, and G2-M block in L4 cells compared with the parental 1A9 cells (22). Given the βI-tubulin mutation R306H/C in L4 cells (22) and its location in the proposed binding site for PLA and laulimalide (19–21), it is likely that most of the resistance of the cell line to these drugs is a result of this structural mutation; however, this still needs to be directly tested. The sensitivity of the cell lines was tested using a cell proliferation assay that monitors growth and death of cells by changes in cell metabolism. Use of a clonogenic assay instead might have enhanced the sensitivity of the assay to the silencing effects of the siRNA, although given that the siRNA knockdown persisted for up to 6 days (Supplementary Fig. S1), the MTT assay used was well within the window of the silencing effect.

βIII-Tubulin role in resistance

βIII-Tubulin overexpression has been correlated with resistance to microtubule-stabilizing and microtubule-destabilizing drugs (2). βIII-Tubulin seems to have a role in microtubule dynamics and in opposing the ability of tubulin-binding agents to suppress spindle dynamics. For example, Panda and colleagues (25) showed that microtubules assembled from purified αβIII isotype were considerably more dynamic than microtubules made from the αβII or αβIV isotypes or from unfractionated tubulin that consisted of a mixture of α- and β-tubulin isotypes. Consistent with this, Derry and colleagues (26) showed that microtubules composed of purified αβIII-tubulin were 7.4-fold less sensitive to the effects of PTX than microtubules assembled from unfractionated tubulin. In another study, overexpression of βIII-tubulin in transfected Chinese hamster ovary (CHO) cells decreased microtubule assembly and conferred resistance to PTX (27). Removal of βIII-tubulin from the tubulin pool led to more rapid PTX-induced tubulin assembly (28). In a PTX-resistant lung cancer cell line, A549-T24, that is 17-fold resistant to PTX and has a 4-fold increase in βIII-tubulin expression compared with the parental A549 cells, siRNA-mediated inhibition of βIII expression caused a 39% increase in sensitivity to PTX (29). A more recent study by Gan and colleagues (30) showed that βIII-tubulin knockdown in non-small cell lung carcinoma cells enhanced the suppression of microtubule dynamics at low concentrations of PTX or vincristine. These results support the earlier studies (26–28) showing that overexpression of βIII-tubulin reduces the ability of PTX to inhibit microtubule dynamic instability. High levels of expression of βIII-tubulin have been correlated with resistance to docetaxel in breast (31) and prostate (32) cancer cells as well.

βIII-Tubulin is a multifunctional protein that, when suppressed, increases the in vitro and in vivo sensitivity of cells to tubulin-binding and DNA-damaging agents, such as cisplatin, through enhanced apoptosis and decreased tumorigenesis (33, 34). The involvement of βIII-tubulin in mediating the sensitivity to DNA-damaging agents (33) suggests that βIII isotype overexpression, in addition to its destabilizing activity, might have a role as a cellular survival factor against chemotherapy. This is supported by the studies of Raspaglio and colleagues (35) who showed that cellular stresses, such as hypoxia, can induce the expression of βIII-tubulin. Cicchillitti and colleagues (36) also showed that βIII-tubulin overexpression was associated with adaptation to oxidative stress and glucose deprivation. The mechanism by which βIII-tubulin might alter these cell stress pathways, however, is not known. More recently, De Donato and colleagues (37) showed that βIII-tubulin can act as a cytoskeletal gateway for prosurvival signals.

In this study, we showed a clear decrease in the resistant phenotype after siRNA-mediated silencing of βIII isotype, yet the silencing of βIII had no effect on the normal sensitivity to PTX, vinblastine, ixabepilone, or cisplatin. Possible reasons for not finding resistance of L4 cells to PTX, vinblastine, and cisplatin in our study are discussed below.

βII-tubulin role in resistance

The mechanisms by which βII-tubulin overexpression confers resistance on cells are poorly understood. Purified vertebrate βII-tubulin has different assembly and drug-binding properties to a mixture of β-tubulin isotypes (38). Using monoclonal antibodies specific for βII, Banerjee and colleagues (39) prepared isotypically pure αβII tubulin dimers from bovine brain and examined their assembly properties in the presence of microtubule-associated proteins (MAP) and PTX. They found that, in the presence of MAPs, the αβII dimers assembled into microtubules considerably faster than unfractionated tubulin dimers. Derry and colleagues (26) measured the effects of PTX on the dynamics of microtubules composed of purified αβII-tubulin isotypes and showed that microtubules composed of purified αβII were 1.6-fold less sensitive to the effects of PTX than microtubules assembled from unfractionated tubulin. Consistent with this, several other studies in cells have reported high levels of βII-tubulin isotype in PTX-resistant ovarian (40), murine J774.2 (41), and DTX-resistant breast cancer cell lines (42). Whereas Gan and Kavallaris (43) showed that siRNA-mediated knockdown of βII-tubulin hypersensitized the lung cancer cell lines NCI-H460 and Clau-6 to vinca alkaloids, no change in the sensitivity to PTX was seen in these cell lines following knockdown of the βII-tubulin isotype.

In this study, we show that knockdown of βII-tubulin decreases the resistance of L4 cells to PLA and laulimalide by about 15%, and this effect is correlated with an increased ability of the compounds to induce tubulin polymerization, microtubule aberrations, and G2-M block in the cells. To our knowledge, this is the first cellular study to directly show the involvement of βII-tubulin overexpression in limiting drug-induced tubulin polymerization and in conferring selective resistance to microtubule-stabilizing agents. The only published study that has shown a role for βII-tubulin in reducing the suppressive effect of PTX on microtubule dynamics used in vitro purified tubulin (26).

Lack of resistance of L4 cells to PTX, vinblastine, and cisplatin

An important finding in this study was that, despite overexpression of βII and βIII tubulin, L4 cells retained a normal sensitivity to PTX, vinblastine, and cisplatin. Although the studies described above link overexpression of these isotypes to resistance to these drugs (2, 3), some other studies have found results similar to ours. In a phase III clinical trial with docetaxel and doxorubicin on patients with locally advanced or metastatic breast cancer, tumors with higher levels of βIII-tubulin isotype had an increased probability of showing a response to docetaxel (44). High abundance of βIII-tubulin has also contributed to an increased sensitivity to epothilone B in human ovarian cancer cells (45). In an in vivo study, Nicolletti and colleagues (46) reported no correlation between isotype expression and PTX sensitivity. In another study using CHO cells, overexpression of βII-tubulin had no effect on the sensitivity of the cells to PTX (47). Thus, overexpression of βII- or βIII-tubulin does not always confer cancer cell resistance to PTX or vinblastine. Although, in vitro systems have shown a microtubule-destabilizing property of βIII-tubulin, its involvement in the resistance to vinca site drugs and DNA-damaging agents suggests that these drugs can also implement different cellular survival pathways against specific chemotherapies. This might in part explain the fact that in L4 cells, βII- or βIII-tubulin induced a resistance mechanism that specifically affected PLA and laulimalide, but not PTX, vinblastine, or cisplatin. Recently, Wilmes and colleagues (48) showed in the human HL-60 promyelocytic leukemia cell line that there were differences in the proteomic effects of PLA and PTX, particularly with regard to apoptotic proteins. This suggests that PLA and PTX may activate different apoptotic pathways that are differentially affected by βII and βIII expression levels.

Another possible explanation for the different effects on PLA/laulimalide and PTX/vinblastine/cisplatin is that tumor cells may acquire resistance to tubulin-binding agents by overexpressing specific isotypes to which the drugs have a reduced binding affinity. Using digital signal processing, Chen and colleagues (49) modeled the binding affinities of PLA, PTX, and vinblastine to 3 β-tubulin isotypes: βII, βIII, and βIV. The authors predicted that the order of binding affinity of PTX and vinblastine was βII>βIV>βIII and βIV∼βII»βIII, respectively. They predicted that PLA would have a reduced affinity for βII- and βIII-tubulin isotypes, compared with that for the βIV-tubulin isotype (βIV>βII = βIII). This altered drug-binding affinity is further supported by a more recent study by Begaye and colleagues (50) who showed that an A296S mutation confers 10- to 15-fold resistance to PLA in 1A9 ovarian carcinoma cells. Importantly, the human βII isotype also has a serine residue at position 296. Thus, in the case of PLA and laulimalide, the overexpression of βII isotypes with lesser affinities for the 2 drugs could limit the binding of the drugs and reduce their potency in cells overexpressing these isotypes. For βIII-tubulin, it seems that its function in other cell lines that mediates changes seen in sensitivity to PTX, vinblastine, and cisplatin (2) is not active in the L4 cells. Either the βI-tubulin mutation in L4 cells is inhibiting or compensating for this function of the βIII isotype, or βIII-tubulin itself is altered or mutated in L4 cells such that it no longer affects sensitivity to PTX, vinblastine, and cisplatin but reduces the interaction of PLA and laulimalide with tubulin. It would be interesting to sequence the βIII-tubulin in L4 cells to see whether it has comutated with βI-tubulin.

This study clearly showed that knockdown of βII- and βIII-tubulin increased the sensitivity of resistant L4 cells to PLA and laulimalide, and that this increased sensitivity was associated with an increase in drug–tubulin interactions in the cells, as evidenced by intracellular tubulin polymerization, formation of microtubule bundles, and G2-M block. The exact mechanism by which βII- and βIII-tubulin affect L4 cell resistance is, however, not known. The lack of resistance of L4 cells to PTX, vinblastine, and cisplatin suggests that the effect of these isotypes on resistance is specific for PLA and laulimalide compared with other microtubule-targeting and DNA-damaging agents. This difference might be related to the distinct PLA- and laulimalide-binding site on β-tubulin and differences in the mechanisms of polymerization or killing by these drugs.

P.T. Northcote and J.H. Miller have a patent on Peloruside A.

The authors thank Dr. Paraskevi Giannakakou for kindly providing the 1A9 and L4 cell lines.

This research was supported by grants to J.H. Miller from the Cancer Society of New Zealand, the Wellington Medical Research Foundation, and the Victoria University of Wellington.

The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

1.
Gottesman
MM
,
Fojo
T
,
Bates
SE
. 
Multidrug resistance in cancer: role of ATP-dependent transporters
.
Nat Rev Cancer
2002
;
2
:
48
58
.
2.
Kavallaris
M
. 
Microtubules and resistance to tubulin-binding agents
.
Nat Rev Cancer
2010
;
10
:
194
204
.
3.
Dumontet
C
,
Jordan
MA
. 
Microtubule-binding agents: a dynamic field of cancer therapeutics
.
Nat Rev Drug Discov
2010
;
9
:
790
803
.
4.
Yin
S
,
Bhattacharya
R
,
Cabral
F
. 
Human mutations that confer paclitaxel resistance
.
Mol Cancer Ther
2010
;
9
:
327
35
.
5.
Martello
LA
,
Verdier-Pinard
P
,
Shen
HJ
,
He
L
,
Torres
K
,
Orr
GA
, et al
Elevated levels of microtubule destabilizing factors in a taxol-resistant/dependent A549 cell line with an alpha-tubulin mutation
.
Cancer Res
2003
;
63
:
1207
13
.
6.
Zhou
M
,
Liu
Z
,
Zhao
Y
,
Ding
Y
,
Liu
H
,
Xi
Y
, et al
MicroRNA-125b confers the resistance of breast cancer cells to paclitaxel through suppression of pro-apoptotic Bcl-2 antagonist killer 1 (Bak1) expression
.
J Biol Chem
2010
;
285
:
21496
507
.
7.
Kutuk
O
,
Letai
A
. 
Alteration of the mitochondrial apoptotic pathway is key to acquired paclitaxel resistance and can be reversed by ABT-737
.
Cancer Res
2008
;
68
:
7985
94
.
8.
Sullivan
KF
,
Cleveland
DW
. 
Identification of conserved isotype-defining variable region sequences for four vertebrate β-tubulin polypeptide classes
.
Proc Natl Acad Sci U S A
1986
;
83
:
4327
31
.
9.
Wang
D
,
Villasante
A
,
Lewis
SA
,
Cowan
NJ
. 
The mammalian β-tubulin repertoire: hematopoietic expression of a novel heterologous β-tubulin isotype
.
J Cell Biol
1986
;
103
:
1903
10
.
10.
Burgoyne
RD
,
Cambray-Deakin
MA
,
Lewis
SA
,
Sarkar
S
,
Cowan
NJ
. 
Differential distribution of β-tubulin isotypes in cerebellum
.
EMBO J
1988
;
7
:
2311
9
.
11.
Maeno
K
,
Ito
K
,
Hama
Y
,
Shingu
K
,
Kimura
M
,
Sano
M
, et al
Mutation of the class I β-tubulin gene does not predict response to paclitaxel for breast cancer
.
Cancer Lett
2003
;
198
:
89
97
.
12.
Mesquita
B
,
Veiga
I
,
Pereira
D
,
Tavares
A
,
Pinto
IM
,
Pinto
C
, et al
No significant role for beta tubulin mutations and mismatch repair defects in ovarian cancer resistance to paclitaxel/cisplatin
.
BMC Cancer
2005
;
5
:
101
.
13.
West
LM
,
Northcote
PT
,
Battershill
CN
. 
Peloruside A: a potent cytotoxic macrolide isolated from the New Zealand marine sponge Mycale sp
.
J Org Chem
2000
;
65
:
445
9
.
14.
Mooberry
SL
,
Tien
G
,
Hernandez
AH
,
Plubrukarn
A
,
Davidson
BS
. 
Laulimalide and isolaulimalide, new paclitaxel-like microtubule stabilizing agents
.
Cancer Res
1999
;
59
:
653
60
.
15.
Hood
KA
,
West
LM
,
Rouwé
B
,
Northcote
PT
,
Berridge
MV
,
Wakefield
SJ
, et al
Peloruside A, a novel antimitotic agent with paclitaxel-like microtubule stabilizing activity
.
Cancer Res
2002
;
62
:
3356
60
.
16.
Gaitanos
TN
,
Buey
RM
,
Díaz
F
,
Northcote
PT
,
Spittle
PT
,
Andreu
JM
, et al
Peloruside A does not bind to the taxoid site on β-tubulin and retains its activity in multidrug-resistant cell lines
.
Cancer Res
2004
;
64
:
5063
7
.
17.
Pryor
DE
,
O'Brate
A
,
Bilcer
G
,
Díaz
JF
,
Wang
Y
,
Wang
Y
, et al
The microtubule stabilizing agent laulimalide does not bind in the taxoid site, kills cells resistant to paclitaxel and epothilones, and may not require its epoxide moiety for activity
.
Biochemistry
2002
;
41
:
9109
15
.
18.
Hamel
E
,
Day
BW
,
Miller
JH
,
Jung
MK
,
Northcote
PT
,
Ghosh
AK
, et al
Synergistic effects of peloruside A and laulimalide with taxoid site drugs, but not with each other, on tubulin assembly
.
Mol Pharmacol
2006
;
70
:
1555
64
.
19.
Bennett
MJ
,
Barakat
K
,
Huzil
JT
,
Tuszynski
J
,
Schriemer
DC
. 
Discovery and characterization of the laulimalide-microtubule binding mode by mass shift perturbation mapping
.
Chem Biol
2010
;
17
:
725
34
.
20.
Nguyen
TL
,
Xu
X
,
Gussio
R
,
Ghosh
AK
,
Hamel
E
. 
The assembly-inducing laulimalide/peloruside A binding site on tubulin: Molecular modeling and biochemical studies with [3H]peloruside A
.
J Chem Inf Model
2010
;
50
:
2019
28
.
21.
Khrapunovich-Baine
M
,
Menon
V
,
Huang
Yang CP
,
Northcote
PT
,
Miller
JH
,
Hogue
Angeletti R
, et al
Hallmarks of molecular action of microtubule stabilizing agents: Effects of epothilone B, ixabepilone, peloruside A, and laulimalide on microtubule conformation
.
J Biol Chem
2011
;
286
:
11765
78
.
22.
Kanakkanthara
A
,
Wilmes
A
,
O'Brate
A
,
Escuin
D
,
Chan
A
,
Gjyrezi
A
, et al
Peloruside- and laulimalide-resistant human ovarian carcinoma cells have βI-tubulin mutations and altered expression of βII- and βIII-tubulin isotypes
.
Mol Cancer Ther
2011
;
10
:
1419
29
.
23.
Giannakakou
P
,
Sackett
DL
,
Kang
YK
,
Zhan
Z
,
Buters
JTM
,
Fojo
T
, et al
Paclitaxel-resistant human ovarian cancer cells have mutant β-tubulins that exhibit impaired paclitaxel-driven polymerization
.
J Biol Chem
1997
;
272
:
17118
25
.
24.
Gay
DA
,
Sisodia
SS
,
Cleveland
DW
. 
Autoregulatory control of beta-tubulin mRNA stability is linked to translation elongation
.
Proc Natl Acad Sci U S A
1989
;
86
:
5763
7
.
25.
Panda
D
,
Miller
HP
,
Banerjee
A
,
Ludueña
RF
,
Wilson
L
. 
Microtubule dynamics in vitro are regulated by the tubulin isotype composition
.
Proc Natl Acad Sci U S A
1994
;
91
:
11358
62
.
26.
Derry
WB
,
Wilson
L
,
Khan
IA
,
Luduena
RF
,
Jordan
MA
. 
Taxol differentially modulates the dynamics of microtubules assembled from unfractionated and purified beta-tubulin isotypes
.
Biochemistry
1997
;
36
:
3554
62
.
27.
Hari
M
,
Yang
H
,
Zeng
C
,
Canizales
M
,
Cabral
F
. 
Expression of class III beta-tubulin reduces microtubule assembly and confers resistance to paclitaxel
.
Cell Motil Cytoskeleton
2003
;
56
:
45
56
.
28.
Lu
Q
,
Ludueña
RF
. 
Removal of βIII isotype enhances taxol induced microtubule assembly
.
Cell Struct Funct
1993
;
18
:
173
82
.
29.
Kavallaris
M
,
Burkhart
CA
,
Horwitz
SB
. 
Antisense oligonucleotides to class III beta-tubulin sensitize drug-resistant cells to Taxol
.
Br J Cancer
1999
;
80
:
1020
5
.
30.
Gan
PP
,
McCarroll
JA
,
Po'uha
ST
,
Kamath
K
,
Jordan
MA
,
Kavallaris
M
. 
Microtubule dynamics, mitotic arrest, and apoptosis: Drug-induced differential effects of βIII-tubulin
.
Mol Cancer Ther
2010
;
9
:
1339
48
.
31.
Hasegawa
S
,
Miyoshi
Y
,
Egawa
C
,
Ishitobi
M
,
Taguchi
T
,
Tamaki
Y
, et al
Prediction of response to docetaxel by quantitative analysis of class I and III beta-tubulin isotype mRNA expression in human breast cancers
.
Clin Cancer Res
2003
;
9
:
2992
7
.
32.
Ploussard
G
,
Terry
S
,
Maillé
P
,
Allory
Y
,
Sirab
N
,
Kheuang
L
, et al
Class III beta-tubulin expression predicts prostate tumor aggressiveness and patient response to docetaxel-based chemotherapy
.
Cancer Res
2010
;
70
:
9253
64
.
33.
Gan
PP
,
Pasquier
E
,
Kavallaris
M
. 
Class III β-tubulin mediates sensitivity to chemotherapeutic drugs in non small cell lung cancer
.
Cancer Res
2007
;
67
:
9356
63
.
34.
McCarroll
JA
,
Gan
PP
,
Liu
M
,
Kavallaris
M
. 
βIII-tubulin is a multifunctional protein involved in drug sensitivity and tumorigenesis in non-small cell lung cancer
.
Cancer Res
2010
;
70
:
4995
5003
.
35.
Raspaglio
G
,
Filippetti
F
,
Prislei
S
,
Penci
R
,
De Maria
I
,
Cicchillitti
L
, et al
Hypoxia induces class III beta-tubulin gene expression by HIF-1alpha binding to its 3′ flanking region
.
Gene
2008
;
409
:
100
8
.
36.
Cicchillitti
L
,
Penci
R
,
Di Michele
M
,
Filippetti
F
,
Rotilio
D
,
Donati
MB
, et al
Proteomic characterization of cytoskeletal and mitochondrial class III beta-tubulin
.
Mol Cancer Ther
2008
;
7
:
2070
9
.
37.
De Donato
M
,
Mariani
M
,
Petrella
L
,
Martinelli
E
,
Zannoni
GF
,
Vellone
V
, et al
Class III β-tubulin and the cytoskeletal gateway for drug resistance in ovarian cancer
.
J Cell Physiol
2011 Apr 25
[Epub ahead of print]
.
38.
Ludueña
RF
. 
Are tubulin isotypes functionally significant
.
Mol Biol Cell
1993
;
4
:
445
57
.
39.
Banerjee
A
,
Roach
MC
,
Trcka
P
,
Luduena
RF
. 
Preparation of a monoclonal antibody specific for the class IV isotype of beta-tubulin. Purification and assembly of alpha beta II, alpha beta III, and alpha beta IV tubulin dimers from bovine brain
.
J Biol Chem
1992
;
267
:
5625
30
.
40.
Kavallaris
M
,
Kuo
DYS
,
Burkhart
CA
,
Regl
DL
,
Norris
MD
,
Haber
M
, et al
Taxol-resistant epithelial ovarian tumors are associated with altered expression of specific β-tubulin isotypes
.
J Clin Invest
1997
;
100
:
1282
93
.
41.
Haber
M
,
Burkhart
CA
,
Regl
DL
,
Madafiglio
J
,
Norris
MD
,
Horwitz
SB
. 
Altered expression of M beta 2, the class II beta-tubulin isotype in a murine J774.2 cell line with a high level of taxol resistance
.
J Biol Chem
1995
;
270
:
31269
75
.
42.
Shalli
K
,
Brown
I
,
Heys
SD
,
Schofield
AC
. 
Alterations of β-tubulin isotypes in breast cancer cells resistant to docetaxel
.
FASEB J
2005
;
19
:
1299
301
.
43.
Gan
PP
,
Kavallaris
M
. 
Tubulin-targeted drug action: functional significance of class II and class IVb beta-tubulin in vinca alkaloid sensitivity
.
Cancer Res
2008
;
68
:
9817
24
.
44.
Galmarini
CM
,
Treilleux
I
,
Cardoso
F
,
Bernard-Marty
C
,
Durbecq
V
,
Gancberg
D
, et al
Class III beta-tubulin isotype predicts response in advanced breast cancer patients randomly treated either with single-agent doxorubicin or docetaxel
.
Clin Cancer Res
2008
;
14
:
4511
6
.
45.
Mozzetti
S
,
Iantomasi
R
,
De Maria
I
,
Prislei
S
,
Mariani
M
,
Camperchioli
A
, et al
Molecular mechanisms of patupilone resistance
.
Cancer Res
2008
;
68
:
10197
204
.
46.
Nicoletti
MI
,
Valoti
G
,
Giannakakou
P
,
Zhan
Z
,
Kim
JH
,
Lucchini
V
, et al
Expression of beta-tubulin isotypes in human ovarian carcinoma xenografts and in a sub-panel of human cancer cell lines from the NCI-Anticancer Drug Screen: correlation with sensitivity to microtubule active agents
.
Clin Cancer Res
2001
;
7
:
2912
22
.
47.
Blade
K
,
Menick
DR
,
Cabral
F
. 
Overexpression of class I, II or IVb beta-tubulin isotypes in CHO cells is insufficient to confer resistance to paclitaxel
.
J Cell Sci
1999
;
112
:
2213
21
.
48.
Wilmes
A
,
Chan
A
,
Rawson
P
,
William
Jordan T
,
Miller
JH
. 
Paclitaxel effects on the proteome of HL-60 promyelocytic leukemic cells: comparison to peloruside A
.
Invest New Drugs
2010
;
Sep 23 [Epub ahead of print]
.
49.
Chen
K
,
Huzil
JT
,
Freedman
H
,
Ramachandran
P
,
Antoniou
A
,
Tuszynski
JA
, et al
Identification of tubulin binding sites and prediction of relative differences in binding affinities to tubulin isotypes using digital signal processing
.
J Mol Graph Model
2008
;
27
:
497
505
.
50.
Begaye
A
,
Trostel
S
,
Zhao
Z
,
Taylor
RE
,
Schriemer
DC
,
Sackett
DL
. 
Mutations in the β-tubulin binding site for peloruside A confer resistance by targeting a cleft significant in side chain binding
.
Cell Cycle
2011
;
10
:
3387
96
.