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Zou J, Li Z, Deng H, Hao J, Ding R, Zhao M. TMEM213 as a novel prognostic and predictive biomarker for patients with lung adenocarcinoma after curative resection: a study based on bioinformatics analysis. J Thorac Dis 2019; 11:3399-3410. [PMID: 31559044 DOI: 10.21037/jtd.2019.08.01] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Background Lung cancer is the leading cause of cancer-related death worldwide. Few effective biomarkers for lung adenocarcinoma have been adapted for clinical practice to assist in prognosis evaluation and treatment plan implementation. Our study's goal was to find a new biological marker associated with the prognosis of lung adenocarcinoma after curative resection and the benefit of adjuvant chemotherapy (ACT). Methods Using the clinical information and RNA-Seq expression from The Cancer Genome Atlas (TCGA) database, prognostic genes were screened out and analyzed by Subpopulation Treatment Effect Pattern Plot (STEPP) in GSE42127 to filter out the drug-related gene. The relationship between the gene expression and clinicopathological parameters was assessed in the TCGA database. The prognostic significance was evaluated by Cox proportional hazards (PHs) regression analysis with 1,000 bootstrap replications. Gene set enrichment analysis (GSEA) was performed using high-throughput RNA sequencing data in TCGA and functional gene sets derived from the Molecular Signatures Database (MSigDB). Results A total of 297 prognostic genes were analyzed by STEPP in GSE42127. The results indicated a beneficial effect of adjuvant paclitaxel-carboplatin in patients with high TMEM213 expression. Its expression correlated with gender (P=0.013), and Kaplan-Meier analysis showed that patients with high TMEM213 expression had significantly longer overall survival (OS) (P=0.014, 0.027, and 0.000). Multivariate analysis showed TMEM213 to be an independent predictor for improved OS of patients (P=0.020), and the result was verified with the bootstrapping methodology and online "Kaplan-Meier Plotter" database analysis. Moreover, enriched pathway analysis indicated that TMEM213 expression was associated with the two gene sets of KEGG_DRUG_METABOLISM_CYTOCHROME_P450 and KEGG_ABC_TRANSPORTERS. Conclusions Based on bioinformatics analysis, we found that TMEM213 expression independently predicted better OS for lung adenocarcinoma. Patients in the high TMEM213 group appear to benefit more from adjuvant paclitaxel-carboplatin, but this needs further validation.
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Affiliation(s)
- Jiayun Zou
- Department of Medical Oncology, the First Hospital of China Medical University, Shenyang 110001, China.,Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, the First Hospital of China Medical University, Shenyang 110001, China.,Department of Oncology, Shengjing Hospital of China Medical University, Shenyang 110000, China
| | - Zhi Li
- Department of Medical Oncology, the First Hospital of China Medical University, Shenyang 110001, China.,Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, the First Hospital of China Medical University, Shenyang 110001, China
| | - Hao Deng
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Junli Hao
- Department of Medical Oncology, the First Hospital of China Medical University, Shenyang 110001, China.,Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, the First Hospital of China Medical University, Shenyang 110001, China
| | - Rui Ding
- Department of Medical Oncology, the First Hospital of China Medical University, Shenyang 110001, China.,Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, the First Hospital of China Medical University, Shenyang 110001, China
| | - Mingfang Zhao
- Department of Medical Oncology, the First Hospital of China Medical University, Shenyang 110001, China.,Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, the First Hospital of China Medical University, Shenyang 110001, China
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Okuda K, Tatematsu T, Yano M, Nakamae K, Yamada T, Kasugai T, Nishida T, Sano M, Moriyama S, Haneda H, Kawano O, Sakane T, Oda R, Watanabe T, Nakanishi R. The relationship between the expression of thymidylate synthase, dihydropyrimidine dehydrogenase, orotate phosphoribosyltransferase, excision repair cross-complementation group 1 and class III β-tubulin, and the therapeutic effect of S-1 or carboplatin plus paclitaxel in non-small-cell lung cancer. Mol Clin Oncol 2018; 9:21-29. [PMID: 29977535 PMCID: PMC6031014 DOI: 10.3892/mco.2018.1619] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Accepted: 05/02/2018] [Indexed: 11/26/2022] Open
Abstract
Previous studies have reported that the expressions of specific proteins may predict the efficacy of chemotherapy agents for non-small cell lung cancer (NSCLC) patients. The present study evaluated the expression of proteins hypothesized to be associated with the effect of chemotherapeutic agents in 38 NSCLC patients with pathological stage II and IIIA. The subjects received carboplatin plus paclitaxel (CP) or S-1 as adjuvant chemotherapy following complete resection. The protein expressions evaluated were those of thymidylate synthase (TS), dihydropyrimidine dehydrogenase (DPD) and orotate phsphoribosyltransferase (OPRT), which were suspected to be associated with the effect of S-1 agents, excision repair cross-complementation group 1 (ERCC1), which was suspected to be associated with the effect of platinum-based agents, and class III β-tubulin (TUBB3), which was suspected to be associated with the effect of taxane-based agents. The positive rate of TS was 55.3% (n=21/38), DPD was 57.9% (n=22/38), OPRT was 42.1% (n=16/38), ERCC1 was 47.4% (n=18/38) and TUBB3 was 44.7% (n=17/38). Among the patients who received S-1 adjuvant chemotherapy, TS-negative cases demonstrated a significantly better disease-free survival than positive cases. Thus, TS protein expression may have been a factor that predicted the effect of S-1 agent as adjuvant chemotherapy.
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Affiliation(s)
- Katsuhiro Okuda
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
| | - Tsutomu Tatematsu
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
| | - Motoki Yano
- Department of Surgery, Aichi Medical University, Nagakute, Aichi 480-1195, Japan
| | - Katsumi Nakamae
- Department of Surgery, Nagoya City West Medical Center, Nagoya, Aichi 462-8508, Japan
| | - Takeshi Yamada
- Department of Surgery, Kariya Toyota General Hospital, Kariya, Aichi 448-8505, Japan
| | - Toshio Kasugai
- Department of Surgery, Matsunami General Hospital, Hashima, Gifu 501-6062, Japan
| | - Tsutomu Nishida
- Department of Surgery, Toyokawa City Hospital, Toyokawa, Aichi 442-8561, Japan
| | - Masaaki Sano
- Department of Surgery, Nagoya Memorial Hospital, Nagoya, Aichi 468-8520, Japan
| | - Satoru Moriyama
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
| | - Hiroshi Haneda
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
| | - Osamu Kawano
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
| | - Tadashi Sakane
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
| | - Risa Oda
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
| | - Takuya Watanabe
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
| | - Ryoichi Nakanishi
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
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Okuda K, Yano M, Tatematsu T, Nakamae K, Yamada T, Kasugai T, Nishida T, Sano M, Moriyama S, Haneda H, Kawano O, Nakanishi R. S-1 vs. paclitaxel plus carboplatin as adjuvant chemotherapy for completely resected stage II/IIIA non-small-cell lung cancer. Mol Clin Oncol 2018; 8:73-79. [PMID: 29387399 DOI: 10.3892/mco.2017.1481] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2016] [Accepted: 03/24/2017] [Indexed: 01/16/2023] Open
Abstract
The majority of patients with completely resected stage II or IIIA non-small-cell lung cancer (NSCLC) require adjuvant chemotherapy to improve survival following surgery. In the present trial, the 2-year disease-free survival (DFS), and the feasibility and safety of S-1 as an adjuvant chemotherapy for advanced lung cancer were evaluated. A total of 40 patients with completely resected stage II or IIIA NSCLC were enrolled and randomized to receive postoperative chemotherapy with either up to 4 cycles of paclitaxel plus carboplatin (arm A) or with up to 1 year of S-1 (arm B). The primary endpoint was 2-year DFS. The secondary endpoints were feasibility and toxicity. A total of 40 patients were enrolled, but 3 were excluded in accordance with the exclusion criteria. The remaining 37 patients were analyzed. The 2-year DFS rate was 54.2% in arm A and 84.2% in arm B. Overall, 15/18 (83.3%) patients completed 4 cycles of paclitaxel plus carboplatin and 13/19 (68.4%) completed 1-year of S-1adjuvant chemotherapy. Of the 18 (16.7%) patients in arm A, 3 experienced grade 3 or 4 adverse events, while none in arm B experienced such events. Therefore, S-1 chemotherapy for patients with completely resected stage II or IIIA NSCLC was a feasible and safe regimen, and it may therefore be considered as a potential adjuvant chemotherapy option for advanced NSCLC.
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Affiliation(s)
- Katsuhiro Okuda
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
| | - Motoki Yano
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
| | - Tsutomu Tatematsu
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
| | - Katsumi Nakamae
- Department of Surgery, Nagoya West Medical Center, Nagoya, Aichi 462-8508, Japan
| | - Takeshi Yamada
- Department of Surgery, Kariya Toyota General Hospital, Kariya, Aichi 448-8505, Japan
| | - Toshio Kasugai
- Department of Surgery, Matsunami General Hospital, Hashima, Gifu 501-6062, Japan
| | - Tsutomu Nishida
- Department of Surgery, Toyokawa Hospital, Toyokawa, Aichi 442-8561, Japan
| | - Masaaki Sano
- Department of Surgery, Nagoya Memorial Hospital, Nagoya, Aichi 468-8520, Japan
| | - Satoru Moriyama
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
| | - Hiroshi Haneda
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
| | - Osamu Kawano
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
| | - Ryoichi Nakanishi
- Department of Oncology, Immunology and Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Aichi 467-8601, Japan
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Haithcock BE, Stinchcombe TE, Socinski MA. Treatment of Surgically Resectable Non–Small-Cell Lung Cancer in Elderly Patients. Clin Lung Cancer 2009; 10:405-9. [DOI: 10.3816/clc.2009.n.076] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Combined weekly carboplatin and paclitaxel as primary treatment of advanced epithelial ovarian carcinoma. Gynecol Oncol 2009; 114:215-8. [PMID: 19446318 DOI: 10.1016/j.ygyno.2009.04.008] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2009] [Revised: 04/03/2009] [Accepted: 04/04/2009] [Indexed: 11/22/2022]
Abstract
OBJECTIVE To evaluate safety and outcome of weekly carboplatin and paclitaxel as the initial postoperative adjuvant chemotherapy for epithelial ovarian carcinoma (EOC) patients. METHODS Patients with stage IC-IV epithelial ovarian cancer (EOC) primary peritoneal or tubal carcinoma were enrolled in this phase II study. Intravenous carboplatin (area under the curve 2) and paclitaxel (80 mg/m(2)) were administered on days 1, 8, and 15 of a 28-day cycle for 6-8 cycles. Cytoreductive surgery was performed as primary treatment or after 3 cycles of weekly neoadjuvant chemotherapy, followed postoperatively by an additional 3 cycles of chemotherapy. RESULTS Sixty-four women (median age 65 years, range 39.9-82.8) were enrolled. Fifty-six of them (87.6%) were diagnosed with stage III-IV disease. Neutropenia was the most common hematological toxicity: 25% of the subjects had grade 3-4 neutropenia, 34.4% were supported by GCSF and 15.6% received epoetin. The majority (89%) of the patients had grade 1 and only 7.8% had grade 2 alopecia. 7.8% had grade 3 fatigue and 14.1% had grade 2 and 3.1% grade 3 neuropathy, none developed grade 4 neuropathy and only 6.3% had some residual neuropathy at >6 months after treatment. With a median follow-up of 31.5 months (range 5.9-57.3), estimated median survival was 52.0 months and median progression-free survival 25.74 (8.4-57.3) months (95% CI, 21.2-30.3). Overall and complete response rates were 92.1% and 64.1% respectively. CONCLUSION Weekly carboplatin and paclitaxel as the initial chemotherapy for EOC is a feasible and well tolerated regimen and should be further evaluated in a larger phase III study.
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