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G. Heller
Moderator of
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OA19 - Translational Research in Early Stage NSCLC (ID 402)
- Event: WCLC 2016
- Type: Oral Session
- Track: Early Stage NSCLC
- Presentations: 8
- Moderators:G. Heller, G. Goss
- Coordinates: 12/07/2016, 11:00 - 12:30, Schubert 3
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OA19.01 - A Standardized and Validation of Prognostic Gene Expression Signatures for Squamous Cell Lung Carcinoma by the SPECS Lung Consortium (ID 4329)
11:00 - 12:30 | Author(s): W.G. Richards, R. Bueno, D. Beer, K.V. Ballman, R. Govindan, M.S. Tsao, M. Watson, D.T. Merrick, A. Van Bokhoven, F.A. Shepard, D.R. Gandara, W.A. Franklin, D. Harpole, G. Chen, Z.H. Chen, L. Chirieac, H. Chui, C. Genova, M. Joshi, A. Kowalewski, M. Onaitis, C.J. Rivard, T. Sporn, F.R. Hirsch
- Abstract
- Presentation
Background:
High-throughput gene expression profiling led to proposal of multiple expression-based prognostic signatures for squamous cell lung carcinoma (SCC), but none has been validated. A multi-institutional squamous lung cancer consortium of investigators is developing prognostic signatures through the US NCI Lung SPECS (Strategic Partnership for Evaluation of Cancer Signatures) program. Six institutions contributed tumor specimens and published/unpublished expression-based prognostic signatures for validation using standardized sample cohorts (a primary validation cohort comprising institutional cases, and additional validation cohorts from two prospective cooperative group studies) and quality controlled assessment in independent laboratory and statistical cores. Here, we report the results of the primary validation.
Methods:
Cases of primary SCC (by central pathology review) meeting clinical (Stage I-II; surgical treatment only; 3-year followup) and specimen quality criteria (Tumor cellularity >= 50%; necrosis <= 20%) were submitted. Clinical, pathological and outcome data were uploaded to a central database. Frozen tumor samples underwent centralized mRNA extraction (Qiagen Symphony), quality control (RIN >= 6.0) and microarray profiling (Affymetrix U133) in core labs. An independent statistical core assessed validation of 7 pre-existing mRNA signatures and generated new models using MCP clustering.
Results:
Among 250 cases meeting entry criteria, median age was 70 (43-92), 161 (65%) were male, and most were former (70%) or current (28%) smokers. Surgery was pneumonectomy: 5%; bilobectomy: 2%; lobectomy: 74%; sublobar: 18%. Pathologic staging was T1: 49%; T2: 50%; T3: 1%; N0: 88%; N1: 12%, and grade was G1: 4%; G2: 50%; G3: 44%. At followup, 148 (59%) were deceased. Three mRNA signatures demonstrated significant univariable association with OS and added independent prognostic value (see Figure) to a multivariable model accounting for age, sex and stage (c-index = 0.641).
Conclusion:
The validated signatures, along with two novel signatures generated from the current dataset, are currently undergoing further validation studies using two prospective co-operative group cohorts. Figure 1
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OA19.02 - Sex Differences Are Detected in the Profile of Tumor Associated Inflammatory Cells (TAICs) Are Lung Adenocarcinoma (ID 5451)
11:00 - 12:30 | Author(s): C. Behrens, E.R. Parra, J. Rodriguez-Canales, P. Villalobos, B. Sepesi, A. Weissferdt, N. Kalhor, J. Heymach, C. Moran, D.L. Gibbons, I. Wistuba
- Abstract
- Presentation
Background:
A number of studies have characterized TAICs in lung cancer and associated their levels of infiltration with patients’ outcome. There is limited information about the correlation of TAICs infiltration with clinical and pathological features of lung cancer. We investigated the association between patterns of tumor infiltrating lymphocytes and macrophages with detailed clinical and pathological features in lung adenocarcinoma.
Methods:
We studied archival tumor tissue from 93 surgically resected lung adenocarcinomas, stages I to III. Density of TAICs expressing CD3, CD4, CD8, and CD68 was evaluated using immunohistochemistry (IHC) and image analysis. TAICs density was correlated with tumor’s histological characteristics and patients’ characteristics.
Results:
We found significant differences in the TAICs infiltrate density of lung adenocarcinomas based on patients’ characteristics. Overall: a) females showed higher levels of CD8+ (P=0.01) and CD3+ (P=0.03) cell density than males; b) smaller tumors (<3cms) showed more CD4+ (P=0.01) and CD3+ (P=0.03) cells than larger tumors; and, c) tumors with solid histology pattern showed higher levels of CD8+ (P=0.03) cells than non-solid pattern. No overall significant differences on TAICs infiltrates were detected by age, tobacco exposure by pack-years and TTF-1 IHC expression score. However when TAICs density of tumors was examined by sex we found the following: a) in larger tumor (>3cms), females demonstrated higher levels of CD8+ cells (P=0.0007) than males; b) tumors from females older than the median age (63 years) showed more CD4+ (P=0.04), CD8+ (P=0.009) and CD3+ (P=0.042) cells than males; c) tumors from females with <40 pack-years of tobacco history showed significantly higher levels of CD3+ (P=0.004) and CD68+ (P=0.004) cells than males; d) tumors from females with high levels of TTF1 expression (score >150) showed higher levels of CD8+ cells(P=0.03) than males; e) females with tumors having non-solid histology pattern showed higher CD8+ (P=0.02) and CD3+ (P=0.02) cells than males. Finally, tumors expressing low levels of TTF-1 and lower CD4+ cells correlated significantly with worse overall recurrence free survival and overall survival in both males (P<0.0001) and females (P=0.0072).
Conclusion:
In lung adenocarcinoma, TAICs infiltration correlates with clinical characteristics of patients and pathological features of tumors, particularly, sex, age, size and TTF-1 expression. Compared with men, lung adenocarcinomas from females showed higher levels of TAICs, particularly at older age, larger tumor size, less exposure to tobacco, and more differentiated histological patterns. (UT Lung SPORE and MD Anderson Moon Shot Program).
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- Abstract
- Presentation
Background:
The national lung cancer screening test (NLST) confirmed: low dose CT screening could reduce lung cancer mortality. However, the high false-positive rates of LDCT screening, especially the difficulty of diagnosis of micro-nodules with size less than 10 mm highlight the need of complementary biomarkers to discriminate micro-nodular lung cancer from benign pulmonary diseases.
Methods:
The blood gene expression profiles of 46 lung cancer patients, 38 pulmonary lesions and 51 healthy were investigated to identify the lung cancer-specific genetic signatures. The lung cancer patients containing micro-nodules less than 10 mm were surgically and pathologically diagnosed as lung adenocarcinoma in situ
Results:
A self-training logistic regression method was used to identify the lung cancer-specific gene signatures as we previously reported. Six genes, including DDX51, PSME2, ACTL6A, GMEB1, FAM200B, GEMIN6, were identified for discriminating lung adenocarcinoma in situ from health and benign pulmonary diseases. The performance of the six-gene panel for diagnosis of lung adenocarcinoma in situ identified was exhibited in Table 1. Through self-training SVM classifier, the logarithmic odds of each sample was calculated and exhibited, in which the cutoff value was set as zero in logarithmic odds for differentiating lung cancer from benign and control group. The predictive model based on 6-gene panel correctly classified 43 of 46 lung cancer, 39 of 42 benign pulmonary diseases with 93% accuracy, 94% sensitivity, and 93% specificity and 0.97 of ROC AUC.
Conclusion:
The predictive model based on 6-gene panel (DDX51, PSME2, ACTL6A, GMEB1, FAM200B, GEMIN6) can be used for discriminating between the malignant or benign nodules with size less than 10 mm
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OA19.04 - Discussant for OA19.01, OA19.02, OA19.03 (ID 7100)
11:00 - 12:30 | Author(s): C. Rudin
- Abstract
- Presentation
Abstract not provided
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OA19.05 - High Oncofetal Chondroitin Sulfate Expression is an Independent Prognostic Factor of Poor Survival in Early-Stage NSCLC (ID 5601)
11:00 - 12:30 | Author(s): Z. Lohinai, H.Z. Oo, G. Kumar, J.W. Allen, N.L. Tran, B. Dome, J. Moldvay, G.J. Weiss, M. Daugaard
- Abstract
- Presentation
Background:
Most human cancers express proteoglycans modified with distinct oncofetal chondroitin sulfate (CS) chains that are normally restricted to placental tissue. Oncofetal CS chains can be conveniently detected and targeted by recombinant VAR2CSA (rVAR2) proteins derived from the malaria parasite Plasmodium falciparum. In the present study, we have analyzed the expression landscape of oncofetal CS modifications in early-stage non-small cell lung cancer (NSCLC).
Methods:
Tissue microarrays from four separate patient cohorts representing a total of 493 clinically annotated stage I-II NSCLC cases were stained for oncofetal CS using rVAR2. Data were analyzed for correlation between low and high oncofetal CS presentation by immunohistochemical (IHC) staining of tumor and stroma compartments in respect to EGFR and KRAS mutations, as well as to clinical characteristics including relapse-free survival (RFS) and overall survival (OS).
Results:
There were 351 patients with low (IHC score 0-1) and 142 with high (IHC score 2-3) expressing tumors. We identified 331 adenocarcinomas, 145 squamous cell carcinomas, and 12 cases with other NSCLC subtypes. There were 314 stage I and 179 stage II cases by AJCC 7[th] edition. High oncofetal CS expression was significantly associated with shorter RFS (vs. high expressiors; 58 vs. 39 months, respectively, p=0.034) and OS (vs. high expressors; 69 vs. 51 months, respectively, p=0.044). High oncofetal CS expression was significantly associated with shorter RFS vs. low expression in men (p=0.024), smokers (p=0.011), and in patients with squamous cell tumors (p=0.012). High oncofetal CS was also significantly associated with shorter OS in men (p=0.005) and smokers (p=0.028). There were no significant RFS or OS differences in oncofetal CS expressions when stratifying the patients according to their EGFR or KRAS statuses. In multivariate survival analyses, histology, stage, and high oncofetal CS expression was significantly associated with shorter RFS vs. high expression (HR, 1.8; 95% CI, 1.32–2.48; p < 0.001).
Conclusion:
This is the first study showing that high oncofetal CS expression is an independent prognostic factor of poor RFS in NSCLC and validates high oncofetal CS expression as a prognostic factor of poor OS. In contrast to non-smoker females, oncofetal CS appears to be a prognostic for OS in males and smokers. Our work promotes oncofetal CS as a candidate target for rVAR2-based therapeutic intervention in NSCLC patients with poor RFS/OS.
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OA19.06 - Adjuvant Chemotherapy Decisions Based on Molecular Risk Status Improves Outcomes in Early Stage, Non-Small Cell Lung Cancer (ID 5321)
11:00 - 12:30 | Author(s): G.A. Woodard, J.C. Crockard, C.T. Zoon-Besselink, J. Kratz, M.A. Gubens, T.M. Jahan, C.M. Blakely, K.D. Jones, M.J. Mann, D. Jablons
- Abstract
- Presentation
Background:
A clinically certified, 14-gene quantitative PCR expression assay has been found to assess mortality risk more accurately than clinicopathologic criteria in early-stage, non-squamous, non-small cell lung cancer (NSCLC). Clinically validated molecular stratification may provide a more informative approach to identify early stage NSCLC patients who are most likely to benefit from chemotherapy than current National Comprehensive Cancer Network (NCCN) high-risk clinicopathologic features.
Methods:
Prospective molecular risk-stratification by the 14-gene quantitative PCR expression assay was performed on 91 consecutive patients with stage I-IIA non-squamous NSCLC after complete surgical resection at a single institution. Information from molecular risk profiling was used in conjunction with pathologic stage and NCCN criteria to make adjuvant chemotherapy recommendations. Fisher’s exact test was used to compare recurrence rates, and Kaplan-Meier analysis and log-rank tests were used to evaluate differences in disease free survival.
Results:
Median age was 69 years, 57% were female and median follow up was 23±2 months. Among all patients, 33 (36%) met NCCN high-risk criteria for adjuvant chemotherapy and 27 (30%) were molecular high risk. Recommendations for adjuvant chemotherapy were discordant in 18 (55%) of NCCN high-risk patients and in 12 (44%) who were molecular high-risk. Twelve (44%) of molecular high-risk patients agreed to receive adjuvant chemotherapy. Whereas recurrence was observed in 33% of molecular high-risk patients who did not receive adjuvant chemotherapy, none of the molecular high-risk patients who underwent chemotherapy recurred (log-rank p=0.001).
Conclusion:
This prospective single-institution study demonstrates the clinical utility of molecular testing of early-stage NSCLC to supplement pathologic stage and NCCN guidelines in making adjuvant chemotherapy recommendations. Molecular risk scores better differentiated prospective recurrence rates than did NCCN risk criteria. This study provides preliminary evidence that molecular testing followed by adjuvant chemotherapy in molecularly high-risk patients may prevent a significant number of recurrences and improve outcomes.
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OA19.07 - Difference of Postoperative Survival Due to the Type of EGFR Gene Mutation in Surgically Resected Lung Adenocarcinomas (ID 4726)
11:00 - 12:30 | Author(s): K. Hayasaka, S. Shiono, Y. Matsumura, N. Yanagawa, H. Suzuki, J. Abe, M. Sagawa, A. Sakurada, M. Katahira, Y. Machida, S. Takahash, Y. Okada
- Abstract
- Presentation
Background:
Epidermal growth factor receptor (EGFR) gene mutation is a robust prognostic factor in patients with advanced lung adenocarcinomas. Recently, on the other hand, there are some reports proposing the difference of survival due to the type of EGFR mutation. In this study, we analyzed the difference of postoperative survivals between two most common mutations, that is, exon 19 deletions (DEL) and exon21 L858R (PM), using multi-institutional data of patients with surgically resected lung adenocarcinomas.
Methods:
We retrospectively collected 1,063 consecutive patients who underwent surgical resections for lung adenocarcinoma between 2005 and 2012 in five institutions, and who were examined their EGFR mutation status. The patients with minor EGFR mutations were excluded. We compared their clinicopathological characteristics among DEL, PM, and wild type (WT) group. We also analyzed postoperative recurrence-free survival (RFS) and overall survival (OS) according to the type of EGFR mutation.
Results:
The number of patients with DEL, PM, and WT was 218 (20.5%), 301 (28.3%), and 544 (51.2%) respectively, and their median follow-up period was 47.6 months. The patients of PM were older and earlier pathological staged than those with DEL, whereas no significant difference was observed among other clinicopathological factors. Five-year RFS and OS of DEL, PM, and WT were 67.3/85.9%, 76.4/88.6%, 59.2/71.5%, respectively, and both survivals of each mutant were significantly better than those of WT. Regarding the difference between DEL and PM, RFS curve of DEL was significantly worse than that of PM (p = 0.027), but OS curves of both mutant weren’t significantly different. (p = 0.16). In multivariate analysis, the type of EGFR mutation (DEL vs PM) was not an independent factor both in RFS and OS.
Conclusion:
Exon 21 L858R might be a more favorable recurrence-risk factor than exon 19 deletions in patients with surgically resected lung adenocarcinomas.
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OA19.08 - Discussant for OA19.05, OA19.06, OA19.07 (ID 7003)
11:00 - 12:30 | Author(s): K. Olaussen
- Abstract
- Presentation
Abstract not provided
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