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Lee KJ, Lee KH, Yoon KA, Sohn JY, Lee E, Lee H, Eom HS, Kong SY. Chromothripsis in Treatment Resistance in Multiple Myeloma. Genomics Inform 2017; 15:87-97. [PMID: 29020724 PMCID: PMC5637343 DOI: 10.5808/gi.2017.15.3.87] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2017] [Revised: 08/17/2017] [Accepted: 08/29/2017] [Indexed: 12/24/2022] Open
Abstract
Multiple myeloma (MM) is a malignant disease caused by an abnormal proliferation of plasma cells, of which the prognostic factors include chromosomal abnormality, β-2 microglobulin, and albumin. Recently, the term chromothripsis has emerged, which is the massive but highly localized chromosomal rearrangement in response to a one-step catastrophic event. Many studies have shown an association of chromothripsis with the prognosis in several cancers; however, few studies have investigated it in MM. Here, we studied the association between chromothripsis-like patterns and treatment resistance or prognosis. First, we analyzed nine MM cell lines (U266, MM.1S, RPMI8226, KMS-11, KMS-12-BM, KMS-12-PE, KMS-28-BM, KMS-28-PE, and NCI-H929) and bone marrow samples of four patients who were diagnosed with MM by next-generation sequencing-based copy number variation analysis. The frequency of the chromothripsis-like pattern was observed in seven cell lines. We analyzed the treatment-induced chromothripsis-like patterns in KMS-12-BM and KMS-12-PE cells. As a result, breakpoints and chromothripsis-like patterns were increased after drug treatment in the relatively resistant KMS-12-BM. We further analyzed the patients’ results according to the therapeutic response, which was divided into sensitive and resistant, as suggested by the International Myeloma Working Group. The chromothripsis-like pattern was more frequently observed in the resistant group. In the sensitive group, the frequency of the chromothripsis-like pattern decreased after treatment, whereas the resistant group showed increased chromothripsis-like patterns after the treatment. These results suggest that the chromothripsis-like pattern is associated with treatment response in MM.
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Yoon KA, Kong SY, Lee EJ, Cho JN, Chang S, Lee ES. A Novel Germline Mutation in BRCA1 Causes Exon 20 Skipping in a Korean Family with a History of Breast Cancer. J Breast Cancer 2017; 20:310-313. [PMID: 28970858 PMCID: PMC5620447 DOI: 10.4048/jbc.2017.20.3.310] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Accepted: 04/18/2017] [Indexed: 01/15/2023] Open
Abstract
Germline mutations in the BRCA1 and BRCA2 genes are strong genetic factors for predispositions to breast, ovarian, and other related cancers. This report describes a family with a history of breast and ovarian cancers that harbored a novel BRCA1 germline mutation. A single nucleotide deletion in intron 20, namely c.5332+4delA, was detected in a 43-year-old patient with breast cancer. This mutation led to the skipping of exon 20, which in turn resulted in the production of a truncated BRCA1 protein that was 1773 amino acids in length. The mother of the proband had died due to ovarian cancer and had harbored the same germline mutation. Ectopically expressed mutant BRCA1 protein interacted with the BARD1 protein, but showed a reduced transcriptional function, as demonstrated by the expression of cyclin B1. This novel germline mutation in the BRCA1 gene caused familial breast and ovarian cancers.
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Woo SM, Yoon KA, Hong EK, Park WS, Han SS, Park SJ, Joo J, Park EY, Lee JH, Kim YH, Kim TH, Lee WJ. DCK expression, a potential predictive biomarker in the adjuvant gemcitabine chemotherapy for biliary tract cancer after surgical resection: results from a phase II study. Oncotarget 2017; 8:81394-81404. [PMID: 29113399 PMCID: PMC5655294 DOI: 10.18632/oncotarget.19037] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Accepted: 06/18/2017] [Indexed: 01/03/2023] Open
Abstract
The role of adjuvant therapy following resection of biliary tract cancer (BTC) remains unclear. We therefore evaluated the feasibility and toxicity of adjuvant gemcitabine in patients with BTC. This clinical phase II trial was an open-label, single center, single-arm study. Within 8 weeks after gross complete resection of BTC, patients were started on intravenous infusions of gemcitabine 1000 mg/m2 over 30 min on days 1, 8, and 15 of every 28-day cycle. Intratumoral expression of cytidine deaminase (CDA), human equilibrative transporter-1 (hENT1), deoxycytidine kinase (dCK) and ribonucleotide reductase subunit 1 (RRM1) was measured by immunohistochemistry. This study enrolled 72 patients with BTC (26 with gallbladder cancer, 33 with extrahepatic cholangiocarcinoma, and 13 with intrahepatic cholangiocarcinoma). The 2-year recurrence-free survival (RFS) rate was 43% (95% CI, 33–57%). Multivariable analysis showed that DCK expression, vascular invasion, and lymph node metastasis were significantly associated with RFS. Twenty-one (31.8%) were positive for DCK immunoreactivity. The median RFS was 34.95 months for DCK-positive patients, compared with 11.41 months for DCK-negative patients. Although the primary hypothesis of this study, defined as a 2-year RFS of 60%, was not met, intratumoral DCK expression was significantly associated with RFS in patients with resected BTC treated with postoperative gemcitabine chemotherapy. Future randomized controlled trials are warranted.
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Joo J, Shin HJ, Park B, Park SY, Yoo CW, Yoon KA, Kong SY, Kim YJ, Kim SS, Kim JY. Integration Pattern of Human Papillomavirus Is a Strong Prognostic Factor for Disease-Free Survival After Radiation Therapy in Cervical Cancer Patients. Int J Radiat Oncol Biol Phys 2017; 98:654-661. [DOI: 10.1016/j.ijrobp.2017.02.226] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Revised: 02/06/2017] [Accepted: 02/28/2017] [Indexed: 10/19/2022]
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Bae K, Lee M, Yoon D, Kim YH, Yoon KA. Abstract 3137: Breast cancer anti-estrogen resistance 4 (BCAR4) is a novel oncogene in lung cancer. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-3137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
BCAR4 was identified as tamoxifen resistance related gene in breast cancer due to its function to activate estrogen-independent cell growth. Instead of estrogen receptor, ERBB2 and ERBB3 genes were activated by BCAR4 in tamoxifen resistant cells. Recently, the function of BCAR4 as a long non-coding RNA (lncRNA) was reported to regulate a non-canonical Hedgehog/GLI2 pathway in breast cancer. However, the association of BCAR4 and lung cancer has not been identified. Here, we describe the oncogenic effect of BCAR4 in human lung cancer. Expression pattern of BCAR4 was examined in lung cancer cell lines, primary tumor tissues, and adjacent normal tissues. BCAR4 was highly expressed in 71% of lung cancer cell lines and especially in 43% of cancer tissues of lung adenocarcinoma patients who did not harbor the activational mutations of EGFR nor KRAS. Exogenous expression of BCAR4 protein promoted cell growth of non-tumorigenic bronchial epithelial cell line, BEAS-2B, and lung cancer cell line, NCI-H1299. We also confirmed the oncogenic feature of BCAR4 by colony forming assay using stably expressing cells. These effects were notably reduced after knockdown of BCAR4 by small interfering RNA. BCAR4 encoded a functional protein and its overexpression resulted in the enhanced migration than controls cells. This result proposed a similar role of BCAR4 in lung cancer considering its previously reported role in breast cancer metastasis. We also detected a fusion gene of BCAR4 in a lung cancer tissue by analyzing RNA-sequencing data. BCAR4 protein as well as its fusion form showed the improved tumorigenic feature in the mouse xenograft model with lung cancer cells. We compared the gene expression pattern in BCAR4 overexpressed cells to identify the possible mechanism of the oncogenic effect of BCAR4. Cyclin D1, Cyclin E, and MMP1 mRNA and protein levels were significantly increased after BCAR4 overexpression. However, downstream genes of GLI2 signaling were not altered by protein expression of BCAR4 arguing an alternative role for lncRNA BCAR4. Our results suggest a novel oncogenic role of BCAR4 protein in lung cancer.
Citation Format: Kieun Bae, Minkyong Lee, Daseul Yoon, Yun-Hee Kim, Kyong-Ah Yoon. Breast cancer anti-estrogen resistance 4 (BCAR4) is a novel oncogene in lung cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 3137. doi:10.1158/1538-7445.AM2017-3137
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Yoon KA, Kim MK, Eom HS, Lee H, Park WS, Sohn JY, Kim MJ, Kong SY. Adverse prognostic impact of vascular endothelial growth factor gene polymorphisms in patients with diffuse large B-cell lymphoma. Leuk Lymphoma 2017; 58:2677-2682. [DOI: 10.1080/10428194.2017.1300893] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Kim S, Sung HJ, Lee JW, Kim YH, Oh YS, Yoon KA, Heo K, Suh PG. C-terminally mutated tubby protein accumulates in aggresomes. BMB Rep 2017; 50:37-42. [PMID: 27697107 PMCID: PMC5319663 DOI: 10.5483/bmbrep.2017.50.1.140] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Indexed: 11/24/2022] Open
Abstract
The tubby protein (Tub), a putative transcription factor, plays important roles in the maintenance and function of neuronal cells. A splicing defect-causing mutation in the 3′-end of the tubby gene, which is predicted to disrupt the carboxy-terminal region of the Tub protein, causes maturity-onset obesity, blindness, and deafness in mice. Although this pathological Tub mutation leads to a loss of function, the precise mechanism has not yet been investigated. Here, we found that the mutant Tub proteins were mostly localized to puncta found in the perinuclear region and that the C-terminus was important for its solubility. Immunocytochemical analysis revealed that puncta of mutant Tub co-localized with the aggresome. Moreover, whereas wild-type Tub was translocated to the nucleus by extracellular signaling, the mutant forms failed to undergo such translocation. Taken together, our results suggest that the malfunctions of the Tub mutant are caused by its misfolding and subsequent localization to aggresomes.
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Jang HJ, Lee HS, Burt BM, Lee GK, Yoon KA, Park YY, Sohn BH, Kim SB, Kim MS, Lee JM, Joo J, Kim SC, Yun JS, Na KJ, Choi YL, Park JL, Kim SY, Lee YS, Han L, Liang H, Mak D, Burks JK, Zo JI, Sugarbaker DJ, Shim YM, Lee JS. Integrated genomic analysis of recurrence-associated small non-coding RNAs in oesophageal cancer. Gut 2017; 66:215-225. [PMID: 27507904 PMCID: PMC5536177 DOI: 10.1136/gutjnl-2015-311238] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2015] [Revised: 06/14/2016] [Accepted: 07/05/2016] [Indexed: 01/01/2023]
Abstract
OBJECTIVE Oesophageal squamous cell carcinoma (ESCC) is a heterogeneous disease with variable outcomes that are challenging to predict. A better understanding of the biology of ESCC recurrence is needed to improve patient care. Our goal was to identify small non-coding RNAs (sncRNAs) that could predict the likelihood of recurrence after surgical resection and to uncover potential molecular mechanisms that dictate clinical heterogeneity. DESIGN We developed a robust prediction model for recurrence based on the analysis of the expression profile data of sncRNAs from 108 fresh frozen ESCC specimens as a discovery set and assessment of the associations between sncRNAs and recurrence-free survival (RFS). We also evaluated the mechanistic and therapeutic implications of sncRNA obtained through integrated analysis from multiple datasets. RESULTS We developed a risk assessment score (RAS) for recurrence with three sncRNAs (microRNA (miR)-223, miR-1269a and nc886) whose expression was significantly associated with RFS in the discovery cohort (n=108). RAS was validated in an independent cohort of 512 patients. In multivariable analysis, RAS was an independent predictor of recurrence (HR, 2.27; 95% CI, 1.26 to 4.09; p=0.007). This signature implies the expression of ΔNp63 and multiple alterations of driver genes like PIK3CA. We suggested therapeutic potentials of immune checkpoint inhibitors in low-risk patients, and Polo-like kinase inhibitors, mammalian target of rapamycin (mTOR) inhibitors, and histone deacetylase inhibitors in high-risk patients. CONCLUSION We developed an easy-to-use prognostic model with three sncRNAs as robust prognostic markers for postoperative recurrence of ESCC. We anticipate that such a stratified and systematic, tumour-specific biological approach will potentially contribute to significant improvement in ESCC treatment.
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Woo SM, Yoon KA, Hong EK, Park WS, Han SS, Park SJ, Joo J, Park EY, Lee JH, Kim YH, Kim TH, Lee WJ. A phase II study of gemcitabine as adjuvant treatment for biliary tract cancer after surgical resection. J Clin Oncol 2017. [DOI: 10.1200/jco.2017.35.4_suppl.330] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
330 Background: The role of adjuvant therapy following resection of biliary tract cancer (BTC) remains unclear. We therefore evaluated the feasibility and toxicity of adjuvant gemcitabine in patients with BTC. Methods: This clinical phase II study was an open-label, single center, single-arm study. Within 8 weeks after gross complete resection of BTC, patents received gemcitabine 1000 mg/m2as an intravenous 30-min infusion on day 1, 8, and 15 for every 28 days. Intratumoral expression of cytidine deaminase (CDA), human equilibrative transporter-1 (hENT1), deoxycytidine kinase (dCK) and ribonucleotide reductase subunit 1 (RRM1) was measured by immunohistochemistry and eight SNPs in the CDA, hENT1, dCK, hCNT3 and RRM1 genes were evaluated. The relationship of each with patients’ clinical outcomes was assessed. Results: From January 2010 to July 2014, a total of 72 BTC patients (26 with gallbladder cancer, 33 with extrahepatic cholangiocarcinoma, and 13 with intrahepatic cholangiocarcinoma) were enrolled. At a median follow-up was 38.09 months (range: 4.14-68.29), 2-year recur- free survival (RFS) was 43% (95% CI, 33% to 57%). The most common grade 3 and 4 toxicity was neutropenia, which occurred in 8 patients (11%). There was one treatment-related death from pneumonitis. The Cox proportion hazard model was performed with the following nine variables; gross type, degree of tumor differentiation. pathologic T factor, N stage, vascular invasion, perineural invasion, lymphatic invasion, dosage, and each protein expression. In the multivariable model, DCK expression, vascular invasion, and lymph node metastasis, were significantly associated with RFS. None of the tested SNPs was significantly associated with RFS or with any hematologic or non-hematologic toxicity. Conclusions: Although the primary hypothesis of this study, defined as a 2-year RFS of 60%, was not met, intratumoral DCK expression was significantly associated with RFS in patients with resected BTC treated with postoperative gemcitabine chemotherapy. Future randomized controlled trials are warranted. Clinical trial information: NCT01043172.
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Woo SM, Kim MK, Joo J, Yoon KA, Park B, Park SJ, Han SS, Lee JH, Hong EK, Kim YH, Moon H, Kong SY, Kim TH, Lee WJ. Induction Chemotherapy with Gemcitabine and Cisplatin Followed by Simultaneous Integrated Boost-Intensity Modulated Radiotherapy with Concurrent Gemcitabine for Locally Advanced Unresectable Pancreatic Cancer: Results from a Feasibility Study. Cancer Res Treat 2017; 49:1022-1032. [PMID: 28111423 PMCID: PMC5654154 DOI: 10.4143/crt.2016.495] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2016] [Accepted: 01/03/2017] [Indexed: 12/18/2022] Open
Abstract
PURPOSE This study assessed the feasibility and compliance of induction chemotherapy with gemcitabine and cisplatin followed by simultaneous integrated boost-intensity modulated radiotherapy (SIB-IMRT) with concurrent gemcitabine in patients with locally advanced unresectable pancreatic cancer. MATERIALS AND METHODS In this trial, patients received induction chemotherapy consisting of gemcitabine (1,000 mg/m2) and cisplatin (25 mg/m2) on days 1, 8, and 15 of each treatment cycle. Patients were subsequently treated with gemcitabine (300 mg/m2/wk) during SIB-IMRT. The patients received total doses of 55 and 44 Gy in 22 fractions to planning target volume 1 and 2, respectively. As an ancillary study, digital polymerase chain reaction was performed to screen for the seven most common mutations in codons 12 and 13 of the KRAS oncogene of circulating cell free DNA (cfDNA). RESULTS Forty-four patients were enrolled between 2012 and 2015. Of these, 33 (75%) completed the treatment. The most common toxicities during induction chemotherapy were grades 3 and 4 neutropenia (18.2%), grade 3 nausea (6.8%) and vomiting (6.8%). The most common toxicities during SIB-IMRT were grade 3 neutropenia (24.2%) and grade 3 anemia (12.1%). Ten patients (23%) underwent a curative resection after therapy. Median overall survival was significantly longer in patients who underwent curative resection (16.8 months vs. 11 months, p < 0.01). The median cfDNA concentration was significantly lower after treatment (108.5 ng/mL vs. 18.4 ng/mL, p < 0.001). CONCLUSION Induction chemotherapy with gemcitabine and cisplatin followed by concurrent SIB-IMRT was well tolerated and active.
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Bae K, Park KE, Han J, Kim J, Kim K, Yoon KA. Mitotic cell death caused by follistatin-like 1 inhibition is associated with up-regulated Bim by inactivated Erk1/2 in human lung cancer cells. Oncotarget 2017; 7:18076-84. [PMID: 26716515 PMCID: PMC4951272 DOI: 10.18632/oncotarget.6729] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2015] [Accepted: 11/25/2015] [Indexed: 11/25/2022] Open
Abstract
Follistatin-like 1 (FSTL1) was identified as a novel pro-inflammatory protein showing high-level expression in rheumatoid arthritis. The protective effect of FSTL1 via the inhibition of apoptosis was reported in myocardial injury. However, the functional mechanism of FSTL1 in cancer is poorly characterized, and its proliferative effects are ambiguous. Here, we examined the effects of FSTL1 on cellular proliferation and cell cycle checkpoints in lung cancer cells. FSTL1 inhibition induced the cellular portion of G2/M phase in human lung cancer cells via the accumulation of regulators of the transition through the G2/M phase, including the cyclin-dependent kinase 1 (Cdk1)-cyclin B1 complex. An increase in histone H3 phosphorylation (at Ser10), another hallmark of mitosis, indicated that the knockdown of FSTL1 in lung cancer cells stimulated a mitotic arrest. After that, apoptosis was promoted by the activation of caspase-3 and -9. Protein level of Bim, a BH3 domain-only, pro-apoptotic member and its isoforms, BimL, BimS, and BimEL were up-regulated by FSTL1 inhibition. Degradation of Bim was blocked in FSTL1-knockdown cells by decreased phosphorylation of Bim. Increased BimEL as well as decreased phosphorylated Erk1/2 is essential for cell death by FSTL1 inhibition in NCI-H460 cells. Taken together, our results suggest that the knockdown of FSTL1 induces apoptosis through a mitotic arrest and caspase-dependent cell death. FSTL1 plays the important roles in cellular proliferation and apoptosis in lung cancer cells, and thus can be a new target for lung cancer treatment.
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Kim MK, Yoon KA, Park EY, Joo J, Lee EY, Eom HS, Kong SY. Interleukin-10 Polymorphisms in Association with Prognosis in Patients with B-Cell Lymphoma Treated by R-CHOP. Genomics Inform 2016; 14:205-210. [PMID: 28154512 PMCID: PMC5287125 DOI: 10.5808/gi.2016.14.4.205] [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: 08/01/2016] [Revised: 09/12/2016] [Accepted: 09/29/2016] [Indexed: 02/02/2023] Open
Abstract
Interleukin-10 (IL10) plays an important role in initiating and maintaining an appropriate immune response to non-Hodgkin lymphoma (NHL). Previous studies have revealed that the transcription of IL10 mRNA and its protein expression may be infl uenced by several single-nucleotide polymorphisms in the promoter and intron regions, including rs1800896, rs1800871, and rs1800872. However, the impact of polymorphisms of the IL10 gene on NHL prognosis has not been fully elucidated. Here, we investigated the association between IL10 polymorphisms and NHL prognosis. This study involved 112 NHL patients treated at the National Cancer Center, Korea. The median age was 57 years, and 70 patients (62.5%) were men. Clinical characteristics, including age, performance status, stage, and extra-nodal involvement, as well as cell lineage and International Prognostic Index (IPI), were evaluated. A total of four polymorphisms in IL10 with heterozygous alleles were analyzed for hazard ratios of overall survival (OS) and progression-free survival (PFS) using Cox proportional hazards regression analysis. Diffuse large B-cell lymphoma was the most common histologic type (n = 83), followed by T-cell lymphoma (n = 18), mantle cell lymphoma (n = 6), and others (n = 5). Cell lineage, IPI, and extra-nodal involvement were predictors of prognosis. In the additive genetic model results for each IL10 polymorphism, the rs1800871 and rs1800872 polymorphisms represented a marginal association with OS (p = 0.09 and p = 0.06) and PFS (p = 0.05 and p = 0.08) in B-cell lymphoma patients treated with rituximab plus cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP). These findings suggest that IL10 polymorphisms might be prognostic indicators for patients with B-cell NHL treated with R-CHOP.
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Yoon KA, Park B, Lee BI, Yang MJ, Kong SY, Lee ES. Clinically Significant Unclassified Variants in BRCA1 and BRCA2 genes among Korean Breast Cancer Patients. Cancer Res Treat 2016; 49:627-634. [PMID: 27658390 PMCID: PMC5512368 DOI: 10.4143/crt.2016.292] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Accepted: 09/13/2016] [Indexed: 12/24/2022] Open
Abstract
PURPOSE Unclassified variants (UVs) of BRCA1 and BRCA2 genes are not defined as pathogenic for breast cancer, and their clinical significance currently remains undefined. Therefore, this study was conducted to identify potentially pathogenic UVs by comparing their prevalence between breast cancer patients and controls. MATERIALS AND METHODS A total of 328 breast cancer patients underwent BRCA1/2 genetic screening at the National Cancer Center of Korea. Genetic variants of BRCA genes that were categorized as unclassified according to the Breast Cancer Information Core database were selected based on allelic frequency, after which candidate variants were genotyped in 421 healthy controls. We also examined family members of the study participants. Finally, the effects of amino acid substitutions on protein structure and function were predicted in silico. RESULTS Genetic tests revealed 33 UVs in BRCA1 and 47 in BRCA2. Among 15 candidates genotyped in healthy controls, c.5339T>C in BRCA1 and c.6029T>G, c.7522G>A in BRCA2 were not detected. Moreover, the c.5339T>C variant in the BRCA1 gene was detected in four patients with a family history of breast cancer. This nonsynonymous variant (Leu1780Pro) in the BRCA1 C-terminal domain was predicted to have an effect on BRCA1 protein structure/function. CONCLUSION This study showed that comparison of genotype frequency between cases and controls could help identify UVs of BRCA genes that are potentially pathogenic. Moreover, ourfindings suggest that c.5339T>C in BRCA1 might be a pathogenic variant for patients and their families.
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Sohn JY, Park B, Yoon KA, Park SJ, Lee MH, Cho EH, Lee KS, Lim MC, Kong SY, Lee ES. Abstract 3474: Prevalence of BRCA1 and BRCA2 small mutation and large genomic rearrangements in breast cancer patients visiting a genetic counseling clinic. Cancer Res 2016. [DOI: 10.1158/1538-7445.am2016-3474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
BACKGROUND: This study was conducted to investigate mutation prevalence of the BRCA1 and BRCA2 genes in breast cancer patients, including both small mutations and large genomic rearrangements (LGRs) following the patients in the process of genetic counseling.
METHODS: A total of 358 breast cancer patients who visited genetic counseling clinic and screened for BRCA1/2 mutation at the National Cancer Center were included. Among the non-carriers by direct sequencing, a subset of patients who were agreed on participation of the research were screened for the presence of LGRs using a multiple ligation-dependent probe amplification (MLPA) assay. Clinico-pathologic characteristics of cancer were evaluated thorough medical record review and characteristics for those who found BRCA mutation through MLPA were described.
RESULTS: 53 (14.8%) mutation carriers were identified. The frequency of BRCA small mutations in specific subgroups was as follows: 18.0% of patients with a family history, 12.8% of early-onset breast cancer, and 20.6% of bilateral breast cancer patients. MLPA identified BRCA1 LGRs in 3 (1.5%) out of 204 patients with BRCA1 and BRCA2 small mutation-negative results. Those with LGRs showed higher probabilities of BRCA mutation carriers estimated by risk assessment models and receptor negatives of tumor immunohistochemistry.
CONCLUSIONS: The prevalence of BRCA1/2 mutation prevalence in breast cancer patients with family history or personal risk factors were comparable to previous Korean studies. MLPA to screen for mutations in the BRCA1 gene could be recommended for breast cancer patients negative for small mutations. To specify proper targets of MLPA, probabilities of carrying BRCA1/2 mutation and tumor receptor status could be considered.
Citation Format: Ji Yeon Sohn, Boyoung Park, Kyong-Ah Yoon, Soo Jin Park, Moo Hyun Lee, Eun Hae Cho, Keun Seok Lee, Myong Cheol Lim, Sun-Young Kong, Eun Sook Lee. Prevalence of BRCA1 and BRCA2 small mutation and large genomic rearrangements in breast cancer patients visiting a genetic counseling clinic. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 3474.
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Song G, Yoon KA, Chi H, Roh J, Kim JH. Decreased concentration of serum melatonin in nighttime compared with daytime female medical technologists in South Korea. Chronobiol Int 2016; 33:1305-1310. [PMID: 27385051 DOI: 10.1080/07420528.2016.1199562] [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] [Indexed: 01/18/2023]
Abstract
Working during the night can disrupt the normal circadian rhythm by altering the melatonin level. A low level of melatonin is associated with an increased risk of cancer, possibly by decreasing the expression of tumor-suppressor genes, such as p53. To determine whether nighttime work is associated with melatonin level in serum as well as the expression of related genetic markers, we enrolled 100 female nighttime medical technologists employed at a hospital in South Korea. Melatonin concentration and melatonin receptor 1 (MT1) expression were significantly lower in nighttime than in daytime workers (1.84 pg/mL versus 4.04 pg/mL; 1.16 versus 1.61, respectively). However, p53 expression showed no difference between the groups. In summary, nighttime work could be an important risk factor for circadian disruption, but not a direct risk factor for cancer in medical technologists in South Korea.
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Jeon S, Lee H, Bae K, Yoon KA, Lee ES, Cho Y. Efficient Capture and Isolation of Tumor-Related Circulating Cell-Free DNA from Cancer Patients Using Electroactive Conducting Polymer Nanowire Platforms. Theranostics 2016; 6:828-36. [PMID: 27162553 PMCID: PMC4860891 DOI: 10.7150/thno.14695] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2015] [Accepted: 02/27/2016] [Indexed: 12/18/2022] Open
Abstract
Circulating cell-free DNA (cfDNA) is currently recognized as a key non-invasive biomarker for cancer diagnosis and progression and therapeutic efficacy monitoring. Because cfDNA has been detected in patients with diverse types of cancers, the use of efficient strategies to isolate cfDNA not only provides valuable insights into tumour biology, but also offers the potential for developing new cancer-specific targets. However, the challenges associated with conventional cfDNA extraction methods prevent their further clinical applications. Here, we developed a nanostructured conductive polymer platform for the efficient capture and release of circulating cfDNA and demonstrated its potential clinical utility using unprocessed plasma samples from patients with breast and lung cancers. Our results confirmed that the platform's enhanced efficiency allows tumor-specific circulating cfDNA to be recovered at high yield and purity.
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Yoon KA, Woo SM, Hong EK, Jung MK, Park WS, Bae K, Han SS, Kim TH, Koh YH, Park SJ, Lee WJ. Cytidine Deaminase as a Molecular Predictor of Gemcitabine Response in Patients with Biliary Tract Cancer. Oncology 2015; 89:345-50. [PMID: 26418006 DOI: 10.1159/000439222] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Accepted: 08/05/2015] [Indexed: 11/19/2022]
Abstract
OBJECTIVE Gemcitabine-based chemotherapy is regarded as the standard treatment for biliary tract cancer (BTC). Potential biomarkers for gemcitabine response include the activities of cytidine deaminase (CDA), human equilibrative nucleoside transporter 1 (hENT1), deoxycytidine kinase (DCK), and ribonucleotide reductase M1 (RRM1). Here, we investigated whether single nucleotide polymorphisms (SNPs) in their encoding genes were associated with the efficacy of gemcitabine chemotherapy in treating BTC. METHODS We retrospectively evaluated 11 SNPs in the CDA, hENT1, DCK, human concentrative nucleoside transporter 3 (hCNT3), and RRM1 genes in 80 patients with unresectable, metastatic, or recurrent BTC who were treated with gemcitabine plus cisplatin. RESULTS After the results were adjusted for clinical predictors, the variant allele of rs1048977 in the CDA gene was associated with tumor response in a dominant model (OR, 0.23; 95% CI, 0.06-0.93; p = 0.039). No significant association was detected between the 11 SNPs and grade 3/4 toxicity. CONCLUSIONS Our findings suggest that the polymorphism of CDA may be a potential predictive marker for the efficacy of gemcitabine-based chemotherapy in patients with BTC.
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Joo J, Yoon KA, Hayashi T, Kong SY, Shin HJ, Park B, Kim YM, Hwang SH, Kim J, Shin A, Kim JY. Nucleotide Excision Repair Gene ERCC2 and ERCC5 Variants Increase Risk of Uterine Cervical Cancer. Cancer Res Treat 2015; 48:708-14. [PMID: 26130668 PMCID: PMC4843739 DOI: 10.4143/crt.2015.098] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2015] [Accepted: 05/11/2015] [Indexed: 12/02/2022] Open
Abstract
Purpose Defects in the DNA damage repair process can cause genomic instability and play an important role in cervical carcinogenesis. The purpose of this study was to analyze the association of 29 candidate single nucleotide polymorphisms (SNPs) in genes in the DNA repair pathway, TP53, and TP53BP1 with the risk of cervical cancer. Materials and Methods Twenty-nine SNPs in four genes in the DNA repair pathway (ERCC2, ERCC5, NBS1, and XRCC1), TP53, and TP53BP1 were genotyped for 478 cervical cancer patients and 922 healthy control subjects, and their effects on cervical carcinogenesis were analyzed. Results The most significant association was found for rs17655 in ERCC5, with an age-adjusted p-value < 0.0001, for which a strong additive effect of the risk allele C was observed (odds ratio, 2.01 for CC to GG). On the other hand, another significant polymorphism rs454421 in ERCC2 showed a dominant effect (odds ratio, 1.68 for GA+AA to GG) with an age-adjusted p-value of 0.0009. The association of these polymorphisms remained significant regardless of the age of onset. The significant result for rs17655 was also consistent for subgroups of patients defined by histology and human papillomavirus (HPV) types. However, for rs454421, the association was observed only in patients with squamous cell carcinoma and non-HPV 18 type. Conclusion The results of this study show a novel association of cervical cancer and the genes involved in the nucleotide excision pathway in the Korean population.
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Kong SY, Cho E, Lee J, Lim MC, Jang J, Park B, Yoon KA, Kim YH, Lee ES. Abstract P4-12-12: Next generation sequencing-based analysis of BRCA1 and BRCA2 genes: Applicability for fast diagnostics of large samples. Cancer Res 2015. [DOI: 10.1158/1538-7445.sabcs14-p4-12-12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Purpose
BRCA1&2 gene mutation test for hereditary breast ovarian syndrome (HBOC) has been conducted mostly by Sanger sequencing. Currently, the next generation sequencing (NGS) is rapidly incorporated to the fields of cancer research and clinical diagnostics. Here we evaluated NGS-based results of BRCA gene analysis and compared with the results of Sanger sequencing for future diagnostic applications.
Methods
The patients (n=100) who have genetic counseling and decided to perform BRCA test were included. All coding regions of BRCA1 and BRCA2 analyzed by both of Sanger sequencing and NGS using Access Array BRCA1, BRCA2 and TP53 kit (Fluidigm, USA). Access array kit was designed to multiplex 48 samples simultaneously for 184 amplicons and the average sequencing depth per base was 6,500X using MiSeq sequencer (Illumina, USA). We developed analysis pipelines to avoid false negative results and detect all pathogenic mutations. The reads were aligned to a reference genome (NCBI human genome assembly build 37) using the BWA-MEM, then all candidate variants called with minimum filtering parameter.
Results
Total of 765 variants were detected by NGS and among them 616 variants (frameshift:22, nonsense:8, splicing:3, missense:290, and synonymous variants:293) were identical with the results from Sanger sequencing. When we evaluated the results of Sanger sequencing as standard methods, the mean allele frequency showed difference as 41.7% and 12.0% for true positive heterozygous variants (616) and false positive variants (149), respectively.
Conclusions
There was no false negative of pathogenic mutations from NGS. The BRCA mutation detection using NGS represented potential applicability in clinical diagnosis.
Citation Format: Sun-Young Kong, Eunhae Cho, Junnam Lee, Myong Cheol Lim, Jahyun Jang, Boyoung Park, Kyong-Ah Yoon, Young-Ho Kim, Eun Sook Lee. Next generation sequencing-based analysis of BRCA1 and BRCA2 genes: Applicability for fast diagnostics of large samples [abstract]. In: Proceedings of the Thirty-Seventh Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2014 Dec 9-13; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2015;75(9 Suppl):Abstract nr P4-12-12.
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Kang T, Choi H, Joo SW, Lee SY, Yoon KA, Lee K. Peptide nucleic acid-mediated aggregation of reduced graphene oxides and label-free detection of DNA mutation. J Phys Chem B 2014; 118:6297-301. [PMID: 24821658 DOI: 10.1021/jp501820j] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
We have investigated peptide nucleic acid (PNA)-mediated aggregation of reduced graphene oxide (rGO) sheets. Addition of PNA into suspension of rGOs resulted in aggregation of rGOs, which could be easily detected with the naked eye. To elucidate the mechanism of rGO aggregation, we monitored the reaction by transmission electron microscopy, zeta potential measurement, and UV-vis spectroscopy. Our findings suggest that PNA adsorbed on the rGO surface and then acted as a cross-linker to induce aggregation. We also tested the effects of different nucleic acids on rGO aggregation and found that not only the single-stranded DNA, but also the PNA-DNA complex, could stabilize the suspension against aggregation through electrostatic repulsion. Based on our understanding on rGO aggregation, we attempted to detect mutations in epidermal growth factor receptor (EGFR) by designing PNA probe to be complementary to the mutant type DNA sequence. Our results showed that PNA-mediated rGO aggregation could successfully be used to detect mutations in EGFR with high selectivity and sensitivity.
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Yoon KA, Jung MK, Lee D, Bae K, Joo JN, Lee GK, Lee HS, Lee JS. Genetic variations associated with postoperative recurrence in stage I non-small cell lung cancer. Clin Cancer Res 2014; 20:3272-9. [PMID: 24737549 DOI: 10.1158/1078-0432.ccr-13-2835] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Postoperative recurrence in stage I non-small cell lung cancer (NSCLC) is the major cause of a poor prognosis. This study aims to identify genetic variants that are associated with the prognosis of early-stage NSCLCs. EXPERIMENTAL DESIGN A genome-wide association study (GWAS) was conducted in 250 patients in stage I NSCLCs and the results were replicated in additional 308 patients. RESULTS Results from an Affymetrix Genome-wide Human SNP array in 250 patients identified 94 SNPs with significant associations (P < 2 × 10(-4)), which were selected for replication in 308 additional patients. Pooled analysis of the 558 patients determined that rs1454694 in chromosome 4q34 was the most significant marker of lung cancer prognosis in the stage I patients (adjusted HR = 2.81; P = 5.91 × 10(-8)). After the candidate loci were mapped, an additional four markers at chromosome 4q34.3 were significantly associated with recurrence-free survival (RFS; P < 5 × 10(-5)). A haplotype of five SNPs in 4q34 also showed significant association with RFS (P = 4.29 × 10(-6)). CONCLUSIONS A genetic polymorphism rs1454694 was identified as a novel genetic risk factor for RFS of stage I NSCLCs. This genome-wide study suggests that genetic markers in 4q34.3 contribute to predict the prognosis of Korean patients with stage I NSCLCs.
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Lee D, Lee GK, Yoon KA, Lee JS. Pathway-based analysis using genome-wide association data from a Korean non-small cell lung cancer study. PLoS One 2013; 8:e65396. [PMID: 23762359 PMCID: PMC3675130 DOI: 10.1371/journal.pone.0065396] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2013] [Accepted: 04/24/2013] [Indexed: 11/18/2022] Open
Abstract
Pathway-based analysis, used in conjunction with genome-wide association study (GWAS) techniques, is a powerful tool to detect subtle but systematic patterns in genome that can help elucidate complex diseases, like cancers. Here, we stepped back from genetic polymorphisms at a single locus and examined how multiple association signals can be orchestrated to find pathways related to lung cancer susceptibility. We used single-nucleotide polymorphism (SNP) array data from 869 non-small cell lung cancer (NSCLC) cases from a previous GWAS at the National Cancer Center and 1,533 controls from the Korean Association Resource project for the pathway-based analysis. After mapping single-nucleotide polymorphisms to genes, considering their coding region and regulatory elements (±20 kbp), multivariate logistic regression of additive and dominant genetic models were fitted against disease status, with adjustments for age, gender, and smoking status. Pathway statistics were evaluated using Gene Set Enrichment Analysis (GSEA) and Adaptive Rank Truncated Product (ARTP) methods. Among 880 pathways, 11 showed relatively significant statistics compared to our positive controls (PGSEA≤0.025, false discovery rate≤0.25). Candidate pathways were validated using the ARTP method and similarities between pathways were computed against each other. The top-ranked pathways were ABC Transporters (PGSEA<0.001, PARTP = 0.001), VEGF Signaling Pathway (PGSEA<0.001, PARTP = 0.008), G1/S Check Point (PGSEA = 0.004, PARTP = 0.013), and NRAGE Signals Death through JNK (PGSEA = 0.006, PARTP = 0.001). Our results demonstrate that pathway analysis can shed light on post-GWAS research and help identify potential targets for cancer susceptibility.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Asian People
- Carcinoma, Non-Small-Cell Lung/diagnosis
- Carcinoma, Non-Small-Cell Lung/ethnology
- Carcinoma, Non-Small-Cell Lung/genetics
- Carcinoma, Non-Small-Cell Lung/metabolism
- Case-Control Studies
- Databases, Genetic
- Female
- Gene Expression Regulation, Neoplastic
- Genetic Predisposition to Disease
- Genome, Human
- Genome-Wide Association Study
- Humans
- Logistic Models
- Lung Neoplasms/diagnosis
- Lung Neoplasms/ethnology
- Lung Neoplasms/genetics
- Lung Neoplasms/metabolism
- Male
- Metabolic Networks and Pathways/genetics
- Middle Aged
- Models, Genetic
- Polymorphism, Single Nucleotide
- Signal Transduction
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Lee Y, Yoon KA, Lee JS. Abstract 4849: An association between genetic variant in Epidermal Growth Factor ( EGF) gene and survival benefit from epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs) in never smokers with advanced adenocarcinoma of the lung. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-4849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background
EGFR mutations are strong predictors for efficacy to EGFR-TKIs in non-small cell lung cancer (NSCLC). However, it is unknown whether inherited genetic variants can influence the EGFR-TKI efficacy in patients harboring EGFR mutations.
Methods
We genotyped 271,817 single-nucleotide polymorphisms (SNP) in 348 advanced NSCLC patients who received chemotherapy. Seventeen top survival-related SNPs were identified using cut-off minimum P-value of <5.0 x 10−5 in at least 70% of 1000 bootstrap samples. Among the 17 genes, we focused on whether SNPs in the EGF gene have predictive value for survival benefit from EGFR-TKIs in 215 never smokers with advanced adenocarcinoma of the lung, which were selected as EGFR mutation-enriched patients, receiving EGFR-TKI treatment during the disease course.
Results
The survival benefit by treatment with EGFR-TKIs was different between patients with common and variant genotypes of rs11098063 at the 4q25: EGF gene [hazard ratio (HR) of ever to never use of EGFR-TKIs, 0.72 (95% CI, 0.42-1.22) in CC genotype vs. 0.27 (95% CI, 0.15-0.50) in CT/TT genotype; interaction of SNP*EGFR-TKIs, P = 0.075] in Cox proportional hazard regression model adjusted for known prognostic factors. In the CT/TT group (n= 89), there was a significant improvement in survival with EGFR-TKIs [never vs. ever use of EGFR-TKIs; median overall survival (OS), 16 (95% CI, 12-21) vs. 37 (95% CI, 31-42) months; log-rank test, P < 0.001]. However, the CC group (n= 126) did not show a significant difference in survival according to use of EGFR-TKIs [never vs. ever use of EGFR-TKIs; median OS, 14 (95% CI, 9-18) vs. 25 (95% CI, 23-27) months; log-rank test, P = 0.082]. On the other hand, the SNP of the EGF gene was not associated with response rate or progression-free survival of EGFR-TKIs.
Conclusions
These results suggested the genetic variants at the EGF gene might contribute to the survival difference associated with EGFR-TKI treatment in EGFR mutation-enriched patients.
Citation Format: Youngjoo Lee, Kyong-Ah Yoon, Jin Soo Lee. An association between genetic variant in Epidermal Growth Factor (EGF) gene and survival benefit from epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs) in never smokers with advanced adenocarcinoma of the lung. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 4849. doi:10.1158/1538-7445.AM2013-4849
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Lee H, Kim A, Kang T, Joo SW, Lee SY, Yoon KA, Lee K. Selective Energy Transfer Between Quantum Dots and Gold Nanoparticles for Detection of Multiple Mutations in Epidermal Growth Factor Receptor. ANAL LETT 2012. [DOI: 10.1080/00032719.2012.702177] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Lee Y, Yoon KA, Joo J, Lee D, Bae K, Han JY, Lee JS. Prognostic implications of genetic variants in advanced non-small cell lung cancer: a genome-wide association study. Carcinogenesis 2012; 34:307-13. [PMID: 23144319 DOI: 10.1093/carcin/bgs356] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
The prognostic significance of inherited genetic variants in advanced-stage non-small cell lung cancer (NSCLC) patients remains unknown. In this study, we genotyped 271 817 single-nucleotide polymorphisms in 348 advanced NSCLC patients who received chemotherapy and analyzed their association with prognosis by using Cox proportional hazard regression model adjusted for known prognostic factors. Top candidate single-nucleotide polymorphisms (SNPs) were selected using the bootstrap re-sampling procedure. Median age of patient population was 56 years. Proportions of female, never smokers and adenocarcinoma were 64.9, 67.5 and 80.4%, respectively. We identified 17 top candidate SNPs related to prognosis using cut-off minimum P value of <5.0 × 10(-5) in at least 70% of 1000 bootstrap samples. These SNPs were located in the genomic regions of the FAM154A, ANKS1A, DLST, THSD7B, NCOA2, CDH8, SLC35D2, NALCN and EGF genes. The most significant SNP, rs1571228 (9p22.1:FAM154A), was significantly associated with overall survival in dominant model [AG+GG to AA, hazard ratio (HR) of death (95% CI) = 0.53 (0.42-0.67); P = 2.025 × 10(-7)]. The SNP at 4q25:EGF, rs11098063, for which some genetic variations was previously reported to be associated with prognosis, also showed significant association with overall survival in additive model [CC versus CT versus TT, HR (95% CI) = 1.00 versus 0.61 (0.47-0.78) versus 0.39 (0.19-0.79); P = 9.582 × 10(-6)]. Survival differences according to the genotype of these SNPs were independent of sex, smoking, histology and chemotherapy regimens. These results suggested the variants at multiple genetic loci might contribute to the risk of death in advanced NSCLC patients receiving chemotherapy.
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