| Literature DB >> 29673125 |
Apar Pataer1, Ruping Shao1, Arlene M Correa1, Carmen Behrens2, Jack A Roth1, Ara A Vaporciyan1, Ignacio I Wistuba3, Stephen G Swisher1.
Abstract
In a previous study, we determined that major pathologic response (MPR) as indicated by the percentage of residual viable tumor cells predicted overall survival (OS) in patients with non-small-cell lung cancer (NSCLC) who received neoadjuvant chemotherapy. In this study, we assessed whether two genes and five protein biomarkers could predict MPR and OS in 98 patients with NSCLC receiving neoadjuvant chemotherapy. We collected formalin-fixed, paraffin-embedded specimens of resected NSCLC tumors from 98 patients treated with neoadjuvant chemotherapy. We identified mutations in KRAS and EGFR genes using pyrosequencing and examined the expression of protein markers VEGFR2, EZH2, ERCC1, RAD51, and PKR using immunohistochemistry. We assessed whether gene mutation status or protein expression was associated with MPR or OS. We observed that KRAS mutation tended to be associated with OS (P = .06), but EGFR mutation was not associated with OS. We found that patients with high RAD51 expression levels had a poorer prognosis than did those with low RAD51 expression. We also observed that RAD51 expression was associated with MPR. MPR and RAD51 expression were associated with OS in univariate and multivariate analyses (P = .04 and P = .02, respectively). Combination of MPR with RAD51 is a significant predictor of prognosis in patients with NSCLC who received neoadjuvant chemotherapy. We demonstrated that MPR or RAD51 expression was associated with OS in patients with NSCLC receiving neoadjuvant chemotherapy. Prediction of a patient's prognosis could be improved by combined assessment of MPR and RAD51 expression.Entities:
Keywords: Biomarker; RAD51; lung cancer; neoadjuvant chemotherapy
Mesh:
Substances:
Year: 2018 PMID: 29673125 PMCID: PMC6010873 DOI: 10.1002/cam4.1505
Source DB: PubMed Journal: Cancer Med ISSN: 2045-7634 Impact factor: 4.452
Patient demographics and treatment characteristics
| Characteristic | Patients ( |
|---|---|
| Age (year): mean (range) | 62 (41–85) |
| Gender: | |
| Male | 54 (55%) |
| Female | 44 (45%) |
| Histology: | |
| Adenocarcinoma | 49 (50%) |
| Squamous cell carcinoma | 26 (27%) |
| Others | 23 (23%) |
| Tumor size (cm): | |
| 0.0–2.0 | 14 (14%) |
| 2.1–3.0 | 24 (26%) |
| 3.1–4.0 | 30 (30%) |
| >4.0 | 30 (30%) |
| Clinical stage: | |
| IA/IB | 24 (24%) |
| IIA/IIB | 24 (24%) |
| IIIA/IIIB | 46 (47%) |
| IV | 4 (5%) |
| Pathological stage: | |
| 0/IA/IB | 33 (34%) |
| IIA/IIB | 29 (29%) |
| IIIA/IIIB | 33 (34%) |
| IV | 3 (3%) |
| Neoadjuvant chemotherapy: | |
| T (Taxol or Taxotere) | 80 (82%) |
| C (Carboplatin or Cisplatin) | 90 (92%) |
| No. of treatment cycles: mean (range) | 3 (2–7) |
Others (19 patients with NSCLC‐NOS, four with adenosquamous carcinoma).
AJCC7.
KRAS and EGFR mutations in NSCLC tumors after neoadjuvant chemotherapy
| Patients | Histology | %Viable tumor cells | KRAS mutation | EGFR mutation |
|---|---|---|---|---|
| 1 | ADQ | 32 | Exon 21 (GCC>ACC, A859T) | |
| 2 | ACC | 33 | Codon 13 (GGC>GGT) | |
| 3 | NSCLC‐NOS | 37 | Exon21 (CTG>CGG, L858R) | |
| 4 | ADQ | 45 | Exon 21 (GCC>ACC, A859T) | |
| 5 | NSCLC‐NOS | 47 | Exon 19 (Deletion, E746‐A750) | |
| 6 | NSCLC‐NOS | 47 | Exon 21 (CTG>CGG, L858R) | |
| 7 | ACC | 50 | Codon 12 (GGT>TGT) | |
| 8 | ACC | 56 | Codon 12 (GGT>TAT) | |
| 9 | ADQ | 60 | Exon 21 (CTG>CGG, L858R) | |
| 10 | ACC | 60 | Codon 12 (GGT>GTT) | |
| 11 | ACC | 61 | Codon 13 (GGC>GAT) | |
| 12 | ACC | 62 | Exon 19 (Deletion, L747‐A750) | |
| 13 | ACC | 63 | Codon 12 (GGT>GTT) | |
| 14 | ACC | 68 | Codon 12 (GTT>TGT) | |
| 15 | ACC | 70 | Codon 12 (GGT>TGT) | |
| 16 | ACC | 74 | Exon 21 (GCC>ACC, A859T) | |
| 17 | ACC | 75 | Exon 19 (Deletion, E746‐A750) | |
| 18 | ACC | 75 | Codon 12 (GGT>GTT) | Exon 21 (GCC>ACC, A859T) |
| 19 | ACC | 81 | Codon 12 (GGT>TGT) |
ACC, adenocarcinoma; ADQ, adenosquamous; NSCLC‐NOS, NSCLC‐not otherwise specified.
Figure 1Gene mutation profiles in NSCLC tumors from 98 patients who underwent neoadjuvant chemotherapy. (A) Representative example of wild‐type (WT) and mutated (Mut) KRAS and EGFR. (B and C) Kaplan–Meier curves comparing overall survival by KRAS (B) and EGFR (C) mutation status.
Figure 2Representative images of VEGFR2, EZH2, ERCC1, RAD51, and PKR expression in NSCLC tumor specimens from patients who received neoadjuvant chemotherapy. (+) indicates positive staining and (−) indicates negative staining.
Univariate and multivariate analyses for overall survival in 98 NSCLC patients treated with neoadjuvant chemotherapy
| Characteristics | No. of patients | HR (95% CI) |
|
|---|---|---|---|
| Univariate analyses | |||
| Age (continuous) | 98 | 1.00 (0.97–1.04) | .830 |
| Gender | |||
| Female (reference) | 44 | 1.00 | .070 |
| Male | 54 | 0.5 (0.23–1.07) | |
| Histology | |||
| Adenocarcinoma (Reference) | 49 | 1.00 | .220 |
| Squamous cell carcinoma | 26 | 0.56 (0.26–1.20) | |
| Other | 23 | 0.62 (0.29–1.31) | |
| Pathological stage | |||
| 0/IA/IB (reference) | 33 | 1.00 | .008 |
| IIA/IIB | 29 | 0.73 (0.31–1.72) | |
| IIA/IIB | 33 | 2.52 (1.27–5.03) | |
| IV | 3 | 2.78 (0.63–12.35) | |
| %Viable tumor cells (continuous) | 98 | 1.02 (1.01–1.03) | .004 |
| EZH2 (continuous) | 98 | 1.00 (0.99–1.01) | .510 |
| VEGFR2 (continuous) | 98 | 1.00 (0.99–1.01) | .680 |
| ERCC1 (continuous) | 98 | 0.99 (0.99–1.00) | .650 |
| RAD51 (continuous) | 98 | 1.01 (1.00–1.01) | .02 |
| PKR (continuous) | 98 | 1.00 (0.99–1.01) | .980 |
| %Viable tumor cells | |||
| ≤10% (or <=10%) (MPR+) (reference) | 8 | 1.00 | .030 |
| >10% (MPR−) | 90 | 3.05 (1.07–8.72) | |
| RAD51 | |||
| Low (reference) | 75 | 1.00 | .005 |
| High | 23 | 2.41 (1.31–4.43) | |
| Multivariate analyses | |||
| Pathological stage | |||
| 0/IA/IB (reference) | 33 | 1.00 | .007 |
| IIA/IIB | 29 | 0.74 (0.31–1.76) | |
| IIA/IIB | 33 | 2.63 (0.32–1.76) | |
| IV | 3 | 2.34 (1.32–5.22) | |
| %Viable tumor cells (continuous) | 98 | 1.01 (1.00–1.03) | .040 |
| RAD51 (continuous) | 98 | 1.01 (1.00–1.01) | .020 |
| %Viable tumor cells | 98 | .040 | |
| ≤10% (or <=10%) (MPR+) (reference) | 8 | 1.00 | |
| >10% (MPR−) | 90 | 2.91 (1.06–7.65) | |
| RAD51 | |||
| Low (reference) | 75 | 1.00 | .004 |
| High | 23 | 2.63 (1.35–5.13) | |
CI, confidence interval; HR, hazard ratio.
Figure 3Kaplan–Meier curves showing overall survival by MPR (also indicated as percentage of viable tumor cells) (A) and RAD51 expression level (B). (A) Overall survival was significantly longer in MPR+ patients with ≤10% viable tumor cells than in MPR‐ patients with >10% viable tumor cells. (B) Overall survival was significantly longer in patients with low RAD51 expression than in patients with high RAD51 expression. (C and D) A high percentage of viable tumor cells correlated with high RAD51 expression. H&E, hematoxylin and eosin. (E) Kaplan–Meier curves showing overall survival by combination of RAD51 and MPR. Among patients, the 5‐year overall survival rate in MPR+/RAD51 (High) patients (27%) was significantly lower than that in MPR+/RAD51 (Low) patients (48%) and MPR‐/RAD51 (Low) patients (87%).