Purpose: High class III β-tubulin (bTubIII) expression in advanced non–small cell lung cancer is known to correlate with reduced response rates and inferior survival with anti-microtubule agents. JBR.10 showed a 12% and 15% improvement in 5-year recurrence-free survival (RFS) and overall survival (OS), respectively, with the addition of cisplatin and vinorelbine following resection of stage IB-II non–small cell lung cancer. We sought to determine the effect of bTubIII on patient outcome and benefit from adjuvant chemotherapy in the JBR.10 trial.

Experimental Design: We did a semiquantitative immunohistochemical assay for bTubIII on primary tumor tissue available from 265 of the 482 patients in JBR.10. Tumors were classified as bTubIII “low” or “high” using a validated method. We examined the prognostic effect of bTubIII in patients treated with or without chemotherapy and the survival benefit from chemotherapy in low versus high bTubIII subgroups.

Results: High bTubIII expression was associated with poorer RFS and OS in patients treated with surgery alone but not in patients treated with adjuvant chemotherapy. The RFS and OS benefits of adjuvant chemotherapy were greater in high versus low tubulin expressors. However, with Cox regression, the interaction between bTubIII status and chemotherapy treatment in predicting RFS or OS did not reach statistical significance.

Conclusions: Chemotherapy seemed to overcome the negative prognostic effect of high bTubIII expression. Greater benefit from adjuvant chemotherapy was seen in patients with high bTubIII expression. This is contrary to what has been seen in the setting of advanced disease; possible reasons for this difference are being explored.

Recent studies have shown that adjuvant chemotherapy improves survival in completely resected non–small cell lung cancer (NSCLC; refs. 13). Winton et al. (1) published recently the results of a phase III National Cancer Institute of Canada Clinical Trials Group (NCIC CTG) randomized trial of adjuvant vinorelbine and cisplatin compared with observation alone in completely resected stage IB and II NSCLC (NCIC JBR.10). Four hundred eighty-two patients were randomly assigned either to four cycles of cisplatin/vinorelbine chemotherapy (n = 242) or to observation (n = 240). Patients assigned to chemotherapy had a significantly higher survival rate (69% versus 54% at 5 years; P = 0.002) and a significantly higher relapse-free survival rate (61% versus 48% at 5 years; P = 0.013). These results have made the cisplatin and vinorelbine combination a widely accepted standard for adjuvant chemotherapy for NSCLC (4).

Although these results represent a clinically important benefit from adjuvant chemotherapy, it is important to recall that only an additional 5% to 15% of treated individuals ultimately benefit with improvement in their long-term survival (5). Adjuvant chemotherapy has drawbacks, including resource utilization and treatment toxicity. Therefore, new approaches are needed to individualize treatment by preselecting the subset of patients who are most likely to benefit from a given adjuvant therapy. The study of molecular factors that influence drug responsiveness is a potentially promising approach to decrease treatment toxicity and costs by avoiding the administration of ineffective therapy to patients destined not to benefit.

Among the described mechanisms of resistance to anti-tubulin agents, class III β-tubulin (bTubIII) overexpression is of particular interest (6). Several studies have shown that the level of bTubIII (assessed by immunohistochemistry or other techniques) may be both a prognostic and a predictive factor in advanced NSCLC. Rosell et al. (7) correlated high bTubIII mRNA levels with inferior outcome in advanced NSCLC patients treated with anti-tubulin agents. It has also been shown that a high level of expression of bTubIII in tumor cells, assessed by a semiquantitative immunohistochemical assay, was associated with a lower response rate and a poor prognosis in advanced NSCLC patients receiving vinorelbine-based chemotherapy (8). In a recent study, high tumor expression of bTubIII assessed by immunohistochemistry in 47 NSCLC patients receiving a paclitaxel-based regimen was predictive of lower response to therapy and inferior survival (9).

These studies are concordant with in vitro studies and clinical studies in other tumor types that have shown that up-regulation of bTubIII in lung and ovarian tumor cell lines confers resistance to docetaxel/paclitaxel (1012) and that overexpression of bTubIII in advanced ovarian, breast, and gastric cancers is associated with resistance to paclitaxel and a poor prognosis (1315). Taken together, these in vitro and clinical studies suggest that overexpression of bTubIII is an adverse prognostic factor in cancer and is a mechanism of resistance to anti-tubulin chemotherapeutic agents.

To assess whether tubulin III might be a useful marker in early NSCLC patients undergoing adjuvant chemotherapy with a vinorelbine-based regimen, we assessed the level of bTubIII (tubulin III) in tumor samples from patients treated on the NCIC CTG JBR.10 study and correlated the levels with outcome in both treated and control patient groups.

NCIC JBR.10 clinical trial. JBR.10 was a North American Intergroup trial led by NCIC CTG with participation by the Eastern Cooperative Oncology Group, the Southwest Oncology Group, and the Cancer and Leukemia Group B. The full details of the trial have been reported previously (1). Briefly, 482 patients were accrued between July of 1994 and April of 2001 and were randomly assigned to receive adjuvant treatment with vinorelbine/cisplatin or observation. Overall survival (OS) was the primary end point. Study results showed that chemotherapy significantly prolonged the OS with a P value of 0.009 [hazard ratio (HR), 0.69; 95% confidence interval (95% CI), 0.52-0.91]. The median survivals were 94 months (95% CI, 73 months to not reached) for patients on chemotherapy arm and 73 months (95% CI, from 48 months to not reached) for patients on observation arm. Recurrence-free survival (RFS) was significantly prolonged by the chemotherapy as well with an estimated HR of 0.60 (95% CI, 0.45-0.79; P < 0.001).

Tissue microarrays from the NCIC JBR.10 clinical trial. With informed consent, a representative block of formalin-fixed and paraffin embedded tumor tissue of the available resection specimens were collected from 265 of the 482 patients. These materials were used to construct the JBR.10 tissue microarrays using the Manual Tissue Arrayer of Beecher Instruments (Silver Spring, MD). Using the H&E-stained slide of the block, 0.6-mm cores were obtained from three separate tumor areas. One core was also taken from the nonneoplastic area of the same tissue block. The 265 cases were arrayed into eight tissue microarray blocks. Serial 4-micron sections from each block were then mounted on silane-coated slides for immunostaining.

Histopathologic analysis. Immunohistochemical analyses were done on the tissue microarrays. As reported previously (8), we used monoclonal antibodies specific for the bTubIII isotype (clone TUJ1; generously provided by Anthony Frankfurter, Department of Biology, University of Virginia, Charlottesville, VA). Tubulin III was stained using an automated immunohistochemical stainer (Nexes, Ventana Medical Systems, Illkirch, France) following routine deparaffinization and rehydration. Antigen retrieval used citrate buffer (pH 6.0) in a pressure cooker (TTMega) for 20 min and a cool down for 20 min and then washed in running tap water for 5 min. Slides were then immunostained on a Nexes instrument with avidin and biotin. Chromogenic detection used 3,3′-diaminobenzidine.

All of the tissue arrays were examined and independently scored by two observers (R.L. and P.S.), blinded to the patients' treatment randomizations and outcomes. A numerical score was assigned for each core specimen, incorporating quantitative assessment of malignant cell cytoplasmic staining intensity and the proportions of tumor cell stained. Intensity scoring for bTubIII was based on relative intensities of staining of the tumor with reference to the normal alveoli (8). A score of ‘0’ was given to samples with no stained tumor cells above background. A score of ‘1’ was assigned to samples with low levels of staining, and a score of ‘2’ was given to samples with strong staining.

The H score was calculated using the following formula: H score = Σ (1 + I) × PC, where I represents cytoplasmic staining intensity and PC represents the percentage of malignant cells that stained at each intensity, respectively (16). Each sample therefore yielded an H score ranging from 100 to 300. The H scores of the two observers were said to agree when they differed by <10%. Discrepant scores of >10% were resolved by reassessment and consensus between the two observers.

As an internal control, the staining intensity seen in normal neurons and vascular endothelials cells was found to be consistently strong across samples and was assigned a score of 2. As an external control, we stained lung tumor samples from a separate tissue bank that were known to express bTubIII at both the mRNA and the protein levels.

Statistical analysis. Interobserver agreement for immunohistochemistry was calculated using the global agreement and κ test for more than two categories. Correlations between immunohistochemical expression and clinical outcomes were examined using a Cox proportional hazards model (17). Survival curves were generated by the Kaplan-Meier method, and differences in RFS and OS between groups were compared using the log-rank test. The Cox proportional hazards model was used to assess the independent value of tubulin III expression among identified prognostic factors and to test for an interaction between tubulin III expression and treatment assignment in predicting RFS and OS. All P values are two sided.

Baseline patient characteristics. Baseline characteristics for the 265 patients who had tumor assessed for tubulin expression and the 216 who did not are shown in Table 1 (one patient with no baseline data was excluded). The subset of JBR.10 patients in the current study is representative of the trial population as a whole, although significantly more patients had T2 tumors in the tubulin subset (P = 0.03), whereas fewer patients had N1 involvement (P = 0.07). Among the patients assessed for tubulin levels, 140 were assigned to receive chemotherapy and 125 to observation alone.

Table 1.

Comparison of baseline factors for 265 patients with tubulin data and 216 patients without tubulin data

VariablePatients with tubulin data, n = 265Patients without tubulin data, n = 216P
Age (y)    
    <61 127 (47.9) 114 (0.53) 0.31 
    ≥61 138 (52.1) 102 (0.47)  
Sex    
    Female 95 (35.8) 72 (33.3) 0.63 
    Male 170 (64.2) 144 (66.7)  
T stage    
    T1 30 (11.3) 40 (18.5) 0.03 
    T2 235 (88.7) 176 (81.5)  
N stage    
    N0 131 (49.4) 88 (40.7) 0.07 
    N1 134 (50.6) 128 (59.3)  
ECOG status    
    0 126 (47.6) 110 (50.9) 0.46 
    1 139 (52.4) 106 (49.1)  
Type of surgery    
    Pneumonectomy 63 (23.8) 50 (23.1) 0.45 
    Lobectomy 202 (76.2) 164 (75.9)  
    Segmentectomy 0 (0) 1 (0.05)*  
Histology type    
    Squamous 97 (36.6) 82 (38.0) 0.89 
    Adenocarcinoma 143 (54.0) 112 (51.9)  
    Others 25 (9.4) 22 (10.2)  
Ras mutation    
    Absent 198 (70.9) 134 (72) 0.44 
    Present 67 (29.1) 50 (27)  
    Uncertain 0 (0) 1 (5)  
Treatment arm    
    Observation 125 (47.2) 114 (52.8) 0.22 
    Chemotherapy 140 (52.8) 102 (47.2)  
VariablePatients with tubulin data, n = 265Patients without tubulin data, n = 216P
Age (y)    
    <61 127 (47.9) 114 (0.53) 0.31 
    ≥61 138 (52.1) 102 (0.47)  
Sex    
    Female 95 (35.8) 72 (33.3) 0.63 
    Male 170 (64.2) 144 (66.7)  
T stage    
    T1 30 (11.3) 40 (18.5) 0.03 
    T2 235 (88.7) 176 (81.5)  
N stage    
    N0 131 (49.4) 88 (40.7) 0.07 
    N1 134 (50.6) 128 (59.3)  
ECOG status    
    0 126 (47.6) 110 (50.9) 0.46 
    1 139 (52.4) 106 (49.1)  
Type of surgery    
    Pneumonectomy 63 (23.8) 50 (23.1) 0.45 
    Lobectomy 202 (76.2) 164 (75.9)  
    Segmentectomy 0 (0) 1 (0.05)*  
Histology type    
    Squamous 97 (36.6) 82 (38.0) 0.89 
    Adenocarcinoma 143 (54.0) 112 (51.9)  
    Others 25 (9.4) 22 (10.2)  
Ras mutation    
    Absent 198 (70.9) 134 (72) 0.44 
    Present 67 (29.1) 50 (27)  
    Uncertain 0 (0) 1 (5)  
Treatment arm    
    Observation 125 (47.2) 114 (52.8) 0.22 
    Chemotherapy 140 (52.8) 102 (47.2)  
*

One patient with no baseline data was excluded from the analysis.

For 31 of these 216 cases, tumor tissue was not available for Ras mutation status assessment.

Immunohistochemical data. The overall interobserver agreement for independently reported H scores was 97.7% (k = 0.88; 95% CI, 85-91). Immunostaining intensity varied markedly among tumor samples both for relative intensities of staining and for percentage of cell stained. Representative examples of negative and positive immunohistochemical staining with anti-tubulin III antibody are shown in Fig. 1.

Fig. 1.

A, squamous cell carcinoma of the lung negative for anti-bTubIII antibody. B, adenocarcinoma of the lung stained with anti-bTubIII antibody. Some tumor cells exhibited a low level of staining, whereas most of the cells were strongly stained.

Fig. 1.

A, squamous cell carcinoma of the lung negative for anti-bTubIII antibody. B, adenocarcinoma of the lung stained with anti-bTubIII antibody. Some tumor cells exhibited a low level of staining, whereas most of the cells were strongly stained.

Close modal

Comparison of baseline factors for patients with higher tubulin expression score and those with lower score (high versus low tubulin expressors). The 265 patients with tubulin data were dichotomized by median quantitative tubulin expression H score and thus classified as high or low tubulin expressors. As shown in Table 2, high tubulin expressors (n = 133) included more females (42% versus 30%; P = 0.04), fewer with squamous histology (25% versus 48%; P < 0.001), more with Ras mutations (31% versus 20%; P = 0.05), more patients ≤60 years old (53% versus 42%; P = 0.09), and more PS1 patients (58% versus 47%; P = 0.09) compared with the low tubulin expressors (n = 132). Gender, stage, type of lung resection, and chemotherapy treatment assignment were not related to tubulin III expression.

Table 2.

Comparison of baseline factors for 265 patients according to tubulin expression (high versus low)

VariablePatients with low tubulin III expression, n = 132Patients with high tubulin III expression, n = 133P
Age (y)    
    <61 56 (42.4) 71 (52.6) 0.09 
    ≥61 76 (57.6) 62 (46.7)  
Sex    
    Female 39 (29.5) 56 (42.1) 0.04 
    Male 93 (80.5) 77 (57.9)  
T stage    
    T1 16 (12.1) 14 (11.7) 0.70 
    T2 116 (87.9) 119 (88.3)  
N stage    
    N0 62 (47) 69 (51.9) 0.46 
    N1 70 (53) 64 (48.1)  
ECOG status    
    0 70 (53) 56 (42.1) 0.09 
    1 62 (47) 77 (57.9)  
Type of surgery    
    Pneumonectomy 34 (25.8) 29 (21.8) 0.45 
    Lobectomy 98 (74.2) 104 (75.9)  
    Segmentectomy 0 (0) 0 (0)  
Histology type    
    Squamous 64 (48.5) 33 (24.8) <0.0001 
    Adenocarcinoma 64 (48.5) 79 (59.4)  
    Other 4 (3) 21 (15.8)  
Ras mutation    
    Absent 106 (80.3) 92 (69.2) 0.05 
    Present 26 (19.7) 41 (30.8)  
Treatment arm    
    Observation 60 (45.5) 65 (48.9) 0.62 
    Chemotherapy 72 (54.5) 68 (51.1)  
VariablePatients with low tubulin III expression, n = 132Patients with high tubulin III expression, n = 133P
Age (y)    
    <61 56 (42.4) 71 (52.6) 0.09 
    ≥61 76 (57.6) 62 (46.7)  
Sex    
    Female 39 (29.5) 56 (42.1) 0.04 
    Male 93 (80.5) 77 (57.9)  
T stage    
    T1 16 (12.1) 14 (11.7) 0.70 
    T2 116 (87.9) 119 (88.3)  
N stage    
    N0 62 (47) 69 (51.9) 0.46 
    N1 70 (53) 64 (48.1)  
ECOG status    
    0 70 (53) 56 (42.1) 0.09 
    1 62 (47) 77 (57.9)  
Type of surgery    
    Pneumonectomy 34 (25.8) 29 (21.8) 0.45 
    Lobectomy 98 (74.2) 104 (75.9)  
    Segmentectomy 0 (0) 0 (0)  
Histology type    
    Squamous 64 (48.5) 33 (24.8) <0.0001 
    Adenocarcinoma 64 (48.5) 79 (59.4)  
    Other 4 (3) 21 (15.8)  
Ras mutation    
    Absent 106 (80.3) 92 (69.2) 0.05 
    Present 26 (19.7) 41 (30.8)  
Treatment arm    
    Observation 60 (45.5) 65 (48.9) 0.62 
    Chemotherapy 72 (54.5) 68 (51.1)  

Abbreviation: ECOG, Eastern Cooperative Oncology Group.

Comparison of RFS and OS in high versus low tubulin expressors: the prognostic value of bTubIII immunohistochemistry. The log-rank test stratified by treatment assignment was used to assess the value of tubulin expression in predicting RFS or OS. In both cases, high tubulin expression was associated with inferior outcome. The result was statistically significant for RFS (HR, 1.52; 95% CI, 1.05-2.22; P = 0.03) and a similar trend was seen for OS (HR, 1.39; 95% CI, 0.96-2.01; P = 0.08; Fig. 2).

Fig. 2.

The RFS and OS curves for 265 patients included in the BR-10 trial according to bTubIII expression.

Fig. 2.

The RFS and OS curves for 265 patients included in the BR-10 trial according to bTubIII expression.

Close modal

The value of tubulin expression in predicting RFS or OS seemed to be largely confined to those patients assigned to the observation arm of JBR.10 (RFS: HR, 1.92; 95% CI, 1.16-3.18; P = 0.01; OS: HR, 1.72; 95% CI, 1.02-2.88; P = 0.04; Fig. 3A). Tubulin expression was not a statistically significant predictor of outcome in the patients assigned to receive chemotherapy (RFS: HR, 1.10; 95% CI, 0.62-1.95; P = 0.75; OS: HR, 1.11; 95% CI, 0.65-1.88; P = 0.7; Fig. 3B).

Fig. 3.

A, the RFS and OS curves for patients assigned to observation alone according to bTubIII expression. B, the RFS and OS curves for patients assigned to adjuvant chemotherapy according to bTubIII expression.

Fig. 3.

A, the RFS and OS curves for patients assigned to observation alone according to bTubIII expression. B, the RFS and OS curves for patients assigned to adjuvant chemotherapy according to bTubIII expression.

Close modal

Cox regression stratified by treatment arm was used to examine the relationship between tubulin expression and RFS or OS after adjusting for other prognostic factors. A backward selection algorithm was used with a cutoff of P = 0.1 for inclusion in the model. In this type of model, high tubulin expression remained as a significant adverse prognostic factor for RFS (adjusted HR, 1.78; 95% CI, 1.06-3.00; P = 0.03). Similar results were seen in a model of OS (HR, 1.42; 95% CI, 0.97-2.09; P = 0.07).

Comparison of the benefits of adjuvant chemotherapy in high versus low tubulin expressors: the predictive value of bTubIII immunohistochemistry. The 132 low tubulin expressors included 72 assigned to chemotherapy and 60 to observation. In the low tubulin group, no significant difference in RFS (HR, 0.78; 95% CI, 0.44-1.37; P = 0.4) or OS (HR, 1.00; 95% CI, 0.57-1.75; P = 0.99) was seen in between patients assigned to chemotherapy and observation (Fig. 4A).

Fig. 4.

A, the RFS and OS curves for low tubulin expressors according to treatment assignment. B, the RFS and OS curves for high tubulin expressors according to treatment assignment.

Fig. 4.

A, the RFS and OS curves for low tubulin expressors according to treatment assignment. B, the RFS and OS curves for high tubulin expressors according to treatment assignment.

Close modal

The 133 high tubulin expressors included 68 assigned to chemotherapy and 65 to observation. In the high tubulin group, patients receiving chemotherapy had significantly improved RFS (HR, 0.45; 95% CI, 0.27-0.75; P = 0.002) and a trend toward improved OS (HR, 0.64; 95% CI, 0.39-1.04; P = 0.07) compared with patients in the observation arm (Fig. 4B).

Cox regression with interaction between tubulin status and treatment assignment was used to test for the difference in the treatment effects between the tubulin expression levels in RFS or OS. The interaction terms were not statistically significant (P = 0.15 for RFS; P = 0.25 for OS).

The results of this study suggest that high tubulin III expression in resected NSCLCs is associated with poorer survival in the absence of adjuvant chemotherapy treatment but not in patients who receive adjuvant chemotherapy. These findings suggest that adjuvant cisplatin/vinorelbine chemotherapy can overcome the adverse biology of cancers that express higher amounts of tubulin III. Furthermore, adjuvant chemotherapy significantly prolonged the RFS and OS in the high tubulin expressors, but its effect was not clear for the low tubulin expressors in this study.

High tubulin III expression is associated with a higher risk of relapse following surgery alone but also with a higher probability of benefit from adjuvant cisplatin plus vinorelbine chemotherapy. Apparently, tubulin III immunohistochemistry assays could eventually be used as part of the process of selecting patients for adjuvant chemotherapy. However, further study of this topic will be required before tubulin III immunohistochemistry can be introduced in the clinic. At this stage, our data can be considered hypothesis generating. The conclusions that can be drawn from our study are limited because not all tumors in the JBR.10 trial were available for analysis and a statistically significant interaction was not found between tubulin III status and treatment outcome in the Cox regression model. A study with a larger sample size would be required to either confirm or exclude a true interaction between tubulin expression level and benefit from chemotherapy. Because our study was not powered to exclude a potential benefit from adjuvant chemotherapy in low tubulin-expressing patients, we feel that these patients should continue to be offered adjuvant treatment unless it is proven in confirmatory studies to be truly ineffective in this group.

The adverse prognostic significance of high tubulin III expression observed in this study is consistent with prior published reports in the setting of advanced NSCLC. However, this report is contrary to the data from advanced NSCLC about the value of tubulin III expression in predicting benefit from chemotherapy. In the setting of advanced disease, low tubulin III expression is associated with a higher objective response rate to chemotherapy containing the anti-microtubule agents vinorelbine or paclitaxel (79) but does not seem to predict response to regimens that do not target microtubules, such as gemcitabine (9). The results seen in advanced NSCLC are concordant with findings in breast, ovarian, and gastric cancer patients treated with taxanes and with preclinical studies showing that tubulin III confers paclitaxel resistance (1015, 18). However, a recent study in unresectable advanced ovarian cancer showed that β-tubulin positivity was not associated with response to paclitaxel, whereas cases with high β-tubulin expression had a worse OS (19).

On the other hand, the results of the present study suggest that in early lung cancer, it is the patients with high tubulin III expression that are most likely to benefit from adjuvant cisplatin and vinorelbine.

It is possible that all the studies are correct and that tubulin III has differential predictive implications in early versus advanced NSCLC. This discrepancy between the metastatic and adjuvant setting is not without precedent. In colorectal cancer, the relationship between thymidylate synthase and benefit from chemotherapy differs between operable and advanced disease (2022). The reason for the current discrepancy is as yet unexplained. We are currently exploring potential explanations, as this will be important to the further evaluation of tubulin III as a marker of chemosensitivity.

Our study reflects the intrinsic difficulty in identifying predictive factors. Currently validated predictive factors (e.g., estrogen receptor status for benefit from hormonal therapy of breast cancer and HER-2 status for benefit from trastuzumab) are mixed predictive and prognostic factors (23). Whereas prognostic assays can be readily identified and validated in nonrandomized series of patients, predictive assays can ultimately only be proven in the setting of clinical trials, in which patients are randomly allocated or not to the treatment of interest. Whereas many biomarkers may seem to hold promise as predictive assays, few have been formally validated in appropriately designed randomized studies.

In conclusion, high bTubIII expression as assessed by immunohistochemistry in our study conferred adverse prognosis but seemed to be associated with increased benefit from adjuvant cisplatin/vinorelbine chemotherapy in patients with operable NSCLC in the NCIC JBR.10 clinical trial. This result contrasts with the metastatic setting. These results are not definitive and require confirmation, and further study is warranted to determine if this assay should be developed for the clinic. Possible avenues for further exploration of this topic include further preclinical work to clarify the role of tubulin III in conferring resistance or sensitivity to chemotherapy other than taxanes, confirmation of our results in tumor banks from other randomized chemotherapy trials, and new prospective studies incorporating tubulin III immunohistochemistry.

Grant support: Alberta Cancer Foundation (project #21956); Ontario Cancer Research Network grant 02-MAY-0132 (JBR.10 tissue microarray construction); and GlaxoSmithKline, Canadian Cancer Society and the National Cancer Institute of Canada grants 4493 and 12150, and National Cancer Institute (United States) and the Cancer and Leukemia Group B grants CA04326 and CA31946 (JBR.10 trial).

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.

Note: Presented in part at the 2006 American Society of Clinical Oncology meeting, Atlanta, Georgia.

1
Winton T, Livingston R, Johnson D, et al. Vinorelbine plus cisplatin vs. observation in resected non-small-cell lung cancer.
N Engl J Med
2005
;
352
:
2589
–97.
2
Kato H, Ichinose Y, Ohta M, et al. A randomized trial of adjuvant chemotherapy with uracil-tegafur for adenocarcinoma of the lung.
N Engl J Med
2004
;
350
:
1713
–21.
3
Group TIALCTC. Cisplatin-based chemotherapy in patients with completely resected non-small-cell lung cancer.
N Engl J Med
2004
;
350
:
351
–60.
4
Pisters KM. Adjuvant chemotherapy for non-small-cell lung cancer—the smoke clears.
N Engl J Med
2005
;
352
:
2640
–2.
5
Hotta K, Matsuo K, Ueoka H, Kiura K, Tabata M, Tanimoto M. Role of adjuvant chemotherapy in patients with resected non-small-cell lung cancer: reappraisal with a meta-analysis of randomized controlled trials.
J Clin Oncol
2004
;
22
:
3860
–7.
6
Seve P, Dumontet C. Chemoresistance in non-small cell lung cancer.
Curr Med Chem Anti-Canc Agents
2005
;
5
:
73
–88.
7
Rosell R, Scagliotti G, Danenberg KD, et al. Transcripts in pretreatment biopsies from a three-arm randomized trial in metastatic non-small-cell lung cancer.
Oncogene
2003
;
22
:
3548
–53.
8
Seve P, Isaac S, Tredan O, et al. Expression of class III β-tubulin is predictive of patient outcome in patients with non-small cell lung cancer receiving vinorelbine-based chemotherapy.
Clin Cancer Res
2005
;
11
:
5481
–6.
9
Seve P, Mackey J, Isaac S, et al. Class III B-tubulin expression in tumor cells predicts response and outcome in patients with non-small cell lung cancer receiving paclitaxel.
Mol Cancer Ther
2005
;
4
:
7001
–6.
10
Kavallaris M, Burkhart CA, Horwitz SB. Antisense oligonucleotides to class III β-tubulin sensitize drug-resistant cells to Taxol.
Br J Cancer
1999
;
80
:
1020
–5.
11
Hari M, Yang H, Zeng C, Canizales M, Cabral F. Expression of class III β-tubulin reduces microtubule assembly and confers resistance to paclitaxel.
Cell Motil Cytoskeleton
2003
;
56
:
45
–56.
12
Kamath K, Wilson L, Cabral F, Jordan MA. βIII-tubulin induces paclitaxel resistance in association with reduced effects on microtubule dynamic instability.
J Biol Chem
2005
;
280
:
12902
–7.
13
Mozzetti S, Ferlini C, Concolino P, et al. Class III β-tubulin overexpression is a prominent mechanism of paclitaxel resistance in ovarian cancer patients.
Clin Cancer Res
2005
;
11
:
298
–305.
14
Paradiso A, Mangia A, Chiriatti A, et al. Biomarkers predictive for clinical efficacy of Taxol-based chemotherapy in advanced breast cancer.
Ann Oncol
2005
;
16
Suppl 4:
iv14
–iv9.
15
Urano N, Fujiwara Y, Doki Y, et al. Clinical significance of class III β-tubulin expression and its predictive value for resistance to docetaxel-based chemotherapy in gastric cancer.
Int J Oncol
2006
;
28
:
375
–81.
16
McCarty KS, Jr., Szabo E, Flowers JL, et al. Use of a monoclonal anti-estrogen receptor antibody in the immunohistochemical evaluation of human tumors.
Cancer Res
1986
;
46
:
4244
–8s.
17
Cox DR. Regression models and life-tables (with discussion).
Journal of the Royal Stat Soc B
1972
;
34
:
187
–220.
18
Dumontet C, Isaac S, Souquet PJ, et al. Expression of class III β tubulin in non-small cell lung cancer is correlated with resistance to taxane chemotherapy.
Bull Cancer
2005
;
92
:
E25
–30.
19
Ferrandina G, Zannoni GF, Martinelli E, et al. Class III β-tubulin overexpression is a marker of poor clinical outcome in advanced ovarian cancer patients.
Clin Cancer Res
2006
;
12
:
2774
–9.
20
Aschele C, Debernardis D, Casazza S, et al. Immunohistochemical quantitation of thymidylate synthase expression in colorectal cancer metastases predicts for clinical outcome to fluorouracil-based chemotherapy.
J Clin Oncol
1999
;
17
:
1760
–70.
21
Edler D, Glimelius B, Hallstrom M, et al. Thymidylate synthase expression in colorectal cancer: a prognostic and predictive marker of benefit from adjuvant fluorouracil-based chemotherapy.
J Clin Oncol
2002
;
20
:
1721
–8.
22
Sarries C, Haura EB, Roig B, et al. Pharmacogenomic strategies for developing customized chemotherapy in non-small cell lung cancer.
Pharmacogenomics
2002
;
3
:
763
–80.
23
Hayes DF, Trock B, Harris AL. Assessing the clinical impact of prognostic factors: when is “statistically significant” clinically useful?
Breast Cancer Res Treat
1998
;
52
:
305
–19.