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Yang X, Yao Y, Zhu Q. A L833V/H835L EGFR variant lung adenocarcinoma with skin metastasis: A case report and literature review. Heliyon 2022; 8:e12080. [DOI: 10.1016/j.heliyon.2022.e12080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 10/23/2022] [Accepted: 11/25/2022] [Indexed: 12/12/2022] Open
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Liang H, Li C, Zhao Y, Zhao S, Huang J, Cai X, Cheng B, Xiong S, Li J, Wang W, Zhu C, Li W, He J, Liang W. Concomitant Mutations in EGFR 19Del/L858R Mutation and Their Association with Response to EGFR-TKIs in NSCLC Patients. Cancer Manag Res 2020; 12:8653-8662. [PMID: 32982456 PMCID: PMC7509478 DOI: 10.2147/cmar.s255967] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2020] [Accepted: 08/08/2020] [Indexed: 11/23/2022] Open
Abstract
Objective Differences in efficacy of epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKI) have been observed between non-small cell lung cancer (NSCLC) patients with 19 exon deletion (19Del) and L858R mutation. We explored whether the total number or pattern of concomitant mutations of 19Del and L858R may explain their different sensitivities. Patients and Methods This study contained the mutational profiles of EGFR-mutated NSCLC patients from two cohorts: Guangzhou (G1) and database (G2). Concomitant mutation status and EGFR-TKI response information were retrieved. Results A total of 403 patients covered 283 genes in the G1 and 803 patients with a different gene set in the G2 were included. Similar prevalence of total concomitant mutation number was observed in both G1 (19Del 32.48% vs L858R 30.45%; P=0.68) and G2 (19Del 74.9% vs L858R 73.2%; P=0.65) cohorts. Only HGF/c-Met pathway same more related to L858R mutation. EGFR-TKI response information was recorded for 134 patients in the G2 cohort. 19Del showed a higher objective response (OR) rate compared with L858R, regardless of concomitant mutations. Compared to patients with OR, non-OR patients had more concomitant mutations, both in 19Del (53.8% vs 83.3%; P=0.021) and L858R (51.4% vs 77.8%; P=0.029). In particular, total concomitant mutations (OR=0.27; P=0.03), sensitive EGFR mutations (OR=2.21; P=0.04), and T790M (OR=0.244; P=0.02) significantly affected the TKI response. Conclusion Concomitant mutations were widespread in 19Del and L858R and were associated with poorer OR to EGFR-TKIs. However, 19Del and L858R had similar numbers and patterns of concomitant mutations, which might not explain the different sensitivity to EGFR-TKI.
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Affiliation(s)
- Hengrui Liang
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, People's Republic of China
| | - Caichen Li
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, People's Republic of China
| | - Yi Zhao
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, People's Republic of China
| | - Shen Zhao
- Department of Medical Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, People's Republic of China
| | - Jun Huang
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, People's Republic of China
| | - Xiuyu Cai
- Department of Medical Oncology, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, People's Republic of China.,Department of General Internal Medicine, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, People's Republic of China
| | - Bo Cheng
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, People's Republic of China
| | - Shan Xiong
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, People's Republic of China
| | - Jianfu Li
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, People's Republic of China
| | - Wei Wang
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, People's Republic of China
| | - Changbin Zhu
- BGI Genomics, BGI-Shenzhen, Shenzhen 518083, People's Republic of China
| | - Weiwei Li
- BGI-Guangzhou Medical Laboratory, BGI-Shenzhen, Guangzhou 510006, People's Republic of China
| | - Jianxing He
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, People's Republic of China
| | - Wenhua Liang
- Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, People's Republic of China
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Itchins M, Lau B, Hudson AL, Westman H, Xia CY, Hayes SA, Howell VM, Rodriguez M, Cooper WA, Wei H, Buckland M, Li BT, Li M, Rathi V, Fox SB, Gill AJ, Clarke SJ, Boyer MJ, Pavlakis N. ALK-Rearranged Non-Small Cell Lung Cancer in 2020: Real-World Triumphs in an Era of Multigeneration ALK-Inhibitor Sequencing Informed by Drug Resistance Profiling. Oncologist 2020; 25:641-649. [PMID: 32558067 PMCID: PMC7418351 DOI: 10.1634/theoncologist.2020-0075] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2020] [Accepted: 05/13/2020] [Indexed: 12/13/2022] Open
Abstract
Since its discovery in 2007, we have seen the lives of patients diagnosed with advanced anaplastic lymphoma kinase (ALK)-rearranged non-small cell lung cancers (NSCLC) transform with the advent of molecular therapies with first-, second-, and third-generation ALK inhibitors now available in the clinic. Despite great gains in patient survival now measured in years and preserved quality of life with targeted therapies, drug resistance is unfortunately inevitably encountered in this rare and unique molecular subset of lung cancer, and patients will eventually succumb to the disease. As these patients are often young, fit, and never smokers, the clinical and scientific communities have aligned to expedite drug development and access. Drug resistance profiling and further strategies are being explored through clinical trials, including the evaluation of specific drug sequencing and combinations to overcome such resistance and promote patient longevity. The cases of this report focus on precision medicine and aim to portray the pertinent aspects to consider when treating ALK-rearranged NSCLC in 2020, an ever-shifting space. By way of case examples, this report offers valuable information to the treating clinician, including the evolution of systemic treatments and the management of oligo-progression and multisite drug resistance. With the maturation of real-world data, we are fortunate to be experiencing quality and length of life for patients with this disease surpassing prior expectations in advanced lung cancer. KEY POINTS: This report focuses on the importance of genetic analysis of serial biopsies to capture the dynamic therapeutic vulnerabilities of a patient's tumor, providing a perspective on the complexity of ALK tyrosine kinase inhibitor (ALKi) treatment sequencing. These case examples contribute to the literature on ALK-rearranged and oncogene addicted non-small cell lung cancer (NSCLC), providing a framework for care in the clinic. In oligo-progressive disease, local ablative therapy and continuation of ALKi postprogression should be considered with potential for sustained disease control. ALK G1202R kinase domain mutations (KDM), highly prevalent at resistance to second-generation ALKi resistances, may emerge in non-EML4-ALK variant 3 cases and is sensitive to third-generation lorlatinib. When in compound with one or more ALK KDMs, resistance to lorlatinib is expected. In the case of rampantly progressive disease, rebiopsy and redefining biology in a timely manner may be informative.
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Affiliation(s)
- Malinda Itchins
- Department of Medical Oncology, Royal North Shore HospitalSt LeonardsNew South WalesAustralia
- Bill Walsh Translational Research Laboratory, Kolling InstituteSt LeonardsNew South WalesAustralia
- Northern Clinical School, Faculty of Medicine and Health, University of SydneySt LeonardsNew South WalesAustralia
| | - Brandon Lau
- Chris O'Brien LifehouseCamperdownNew South WalesAustralia
| | - Amanda L. Hudson
- Bill Walsh Translational Research Laboratory, Kolling InstituteSt LeonardsNew South WalesAustralia
- Northern Clinical School, Faculty of Medicine and Health, University of SydneySt LeonardsNew South WalesAustralia
| | - Helen Westman
- Department of Medical Oncology, Royal North Shore HospitalSt LeonardsNew South WalesAustralia
| | - Cathy Yi Xia
- Department of Medical Oncology, Royal North Shore HospitalSt LeonardsNew South WalesAustralia
| | - Sarah A. Hayes
- Bill Walsh Translational Research Laboratory, Kolling InstituteSt LeonardsNew South WalesAustralia
- Northern Clinical School, Faculty of Medicine and Health, University of SydneySt LeonardsNew South WalesAustralia
| | - Viive M. Howell
- Bill Walsh Translational Research Laboratory, Kolling InstituteSt LeonardsNew South WalesAustralia
- Northern Clinical School, Faculty of Medicine and Health, University of SydneySt LeonardsNew South WalesAustralia
| | - Michael Rodriguez
- Bill Walsh Translational Research Laboratory, Kolling InstituteSt LeonardsNew South WalesAustralia
- Northern Clinical School, Faculty of Medicine and Health, University of SydneySt LeonardsNew South WalesAustralia
- Department of Anatomical Pathology, Douglas Hanly MoirMacquarie ParkNew South WalesAustralia
| | - Wendy A. Cooper
- Central Clinical School, School of Medicine, University of SydneySt LeonardsNew South WalesAustralia
- Department of Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred HospitalSydneyNew South WalesAustralia
- School of Medicine, Western Sydney UniversitySydneyNew South WalesAustralia
| | - Heng Wei
- Brain and Mind Centre, University of SydneySt LeonardsNew South WalesAustralia
| | - Michael Buckland
- Brain and Mind Centre, University of SydneySt LeonardsNew South WalesAustralia
- Department of Neuropathology, Royal Prince Alfred HospitalSydneyNew South WalesAustralia
| | - Bob T. Li
- Northern Clinical School, Faculty of Medicine and Health, University of SydneySt LeonardsNew South WalesAustralia
- Memorial Sloan Kettering Cancer Center, and Weill Cornell Medical CollegeNew YorkNew YorkUSA
| | - Mark Li
- Resolution BioscienceRedmondWashingtonUSA
| | - Vivek Rathi
- Department of Anatomical Pathology, St Vincent's, Victoria ParadeFitzroyVictoriaAustralia
| | - Stephen B. Fox
- Department of Pathology, Peter MacCallum Cancer Centre, and University of MelbourneVictoriaAustralia
| | - Anthony J. Gill
- Department of Anatomical Pathology, Royal North Shore HospitalSt LeonardsNew South WalesAustralia
- Northern Clinical School, Faculty of Medicine and Health, University of SydneySt LeonardsNew South WalesAustralia
| | - Stephen J. Clarke
- Department of Medical Oncology, Royal North Shore HospitalSt LeonardsNew South WalesAustralia
- Bill Walsh Translational Research Laboratory, Kolling InstituteSt LeonardsNew South WalesAustralia
- Northern Clinical School, Faculty of Medicine and Health, University of SydneySt LeonardsNew South WalesAustralia
| | - Michael J. Boyer
- Chris O'Brien LifehouseCamperdownNew South WalesAustralia
- Department of Pathology, Peter MacCallum Cancer Centre, and University of MelbourneVictoriaAustralia
| | - Nick Pavlakis
- Department of Medical Oncology, Royal North Shore HospitalSt LeonardsNew South WalesAustralia
- Bill Walsh Translational Research Laboratory, Kolling InstituteSt LeonardsNew South WalesAustralia
- Northern Clinical School, Faculty of Medicine and Health, University of SydneySt LeonardsNew South WalesAustralia
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The Value of Next-Generation Sequencing for Treatment in Non-Small Cell Lung Cancer Patients: The Observational, Real-World Evidence in China. BIOMED RESEARCH INTERNATIONAL 2020; 2020:9387167. [PMID: 32047821 PMCID: PMC7003276 DOI: 10.1155/2020/9387167] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Accepted: 08/09/2019] [Indexed: 12/17/2022]
Abstract
Background Great success has been made in the targeting therapy of advanced non-small cell lung cancer (NSCLC). Nowadays, next generation sequencing (NGS) is acquirable and affordable in developed area of China. Using this feasible and accurate method of detecting therapeutic genes would help to select optimal treatments to extend patients survival. Here, we identified somatic mutations by NGS and analyzed the value for treatment of NSCLC in a real-world clinical setting. Methods NGS was carried out on biopsy samples obtained from 66 advanced unresectable NSCLC patients who had not received any treatment. 23 patients received liquid biopsy after failure of first-line targeted treatment. The mutation profiling as well as associations between mutations and clinicopathological characters was analyzed. The study also assessed the values of NGS for choosing treatment options and predicting prognosis in NSCLC patients. Results 152 somatic mutations were identified in 45 (68.18%) tissue samples. The most frequently mutated genes were EGFR (42.42%), TP53 (31.82%) and KRAS (15.15%). Specifically, the most frequent EGFR (42.42%), EGFR (42.42%), p = 0.046). In addition, in the smoking group, patients with EGFR (42.42%), p = 0.046). In addition, in the smoking group, patients with EGFR (42.42%), EGFR (42.42%), p = 0.046). In addition, in the smoking group, patients with Conclusions The observational study from real-world demonstrated that using NGS in routine clinical detection may be useful in guiding the therapy decisions and benefit more Chinese NSCLC patients.
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Noé J, Lovejoy A, Ou SHI, Yaung SJ, Bordogna W, Klass DM, Cummings CA, Shaw AT. ALK Mutation Status Before and After Alectinib Treatment in Locally Advanced or Metastatic ALK-Positive NSCLC: Pooled Analysis of Two Prospective Trials. J Thorac Oncol 2019; 15:601-608. [PMID: 31712133 DOI: 10.1016/j.jtho.2019.10.015] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 10/25/2019] [Accepted: 10/29/2019] [Indexed: 01/08/2023]
Abstract
INTRODUCTION The effectiveness of ALK receptor tyrosine kinase (ALK) inhibitors can be limited by the development of ALK resistance mutations. This exploratory analysis assessed the efficacy of alectinib in patients with NSCLC and ALK point mutations using pooled data from two single-arm phase II studies. METHODS Studies NP28673 and NP28761 enrolled adults with locally advanced/metastatic ALK-positive NSCLC who had progressed on crizotinib. ALK mutation analysis was conducted on cell-free DNA from 187 patients post-crizotinib/pre-alectinib, and from 49 of these patients who subsequently progressed on alectinib. RESULTS Baseline characteristics were generally balanced across patient subgroups. At baseline, 34 distinct ALK mutations were identified in 48 of 187 patients (25.7%). Median investigator-assessed progression-free survival was longer in patients without ALK single-nucleotide variants (n = 138) versus those with (n = 48): 10.2 months (95% confidence interval [CI]: 8.1-14.3) versus 5.6 months (95% CI: 4.5-10.9), respectively. Sixteen of 32 patients (50%) with ALK resistance mutations to crizotinib achieved an investigator-assessed response to alectinib (all partial responses); most of these ALK mutations were known to be sensitive to alectinib. Analysis of plasma samples obtained post-progression on alectinib revealed that 26 of 49 (53%) samples harbored 16 distinct ALK mutations, with known alectinib-resistance mutations, I1171 T/N/S, G1202R, and V1180L, observed in 15 of 49 (31%) tumors. CONCLUSIONS Alectinib appears clinically active against ALK rearrangements and mutations, as well as several ALK variants that can cause resistance to crizotinib. The use of cell-free DNA in plasma samples may be an alternative noninvasive method for monitoring resistance mutations during therapy.
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Affiliation(s)
| | - Alex Lovejoy
- Roche Sequencing Solutions, Pleasanton, California
| | | | | | | | | | | | - Alice T Shaw
- Massachusetts General Hospital, Boston, Massachusetts.
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Li M, Zhou CZ, Yang JJ, Lu S, Zheng D, Hu J, Zeng H, Lu Y, Lu KH, Li SA, Mao XR, Han-Zhang H, Lizaso A, Ye JY, Hu CP. The in cis compound EGFR mutations in Chinese advanced non-small cell lung cancer patients. Cancer Biol Ther 2019; 20:1097-1104. [PMID: 30990107 DOI: 10.1080/15384047.2019.1595280] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Literatures regarding the prevalence and clinical significance of compound EGFR mutations are limited. Until now, none of retrospective or prospective research has focused on in cis compound EGFR mutations except case reports. In this study, we screened a cohort of 3,000 treatment-naïve Chinese advanced NSCLC patients using capture-based ultra-deep targeted sequencing to evaluate the prevalence of EGFR in cis compound mutations and the efficacy of EGFR-TKI in this population. Of the 3,000 patients screened, 1,266 (42.2%) had EGFR mutation; among them, 15 patients (1.2%) harboring in cis compound EGFR mutations, with 10 patients carrying EGFR L858R in combination with a rare mutation and five patients carrying two rare EGFR mutations. No patient with EGFR 19del was observed. Interestingly, no in trans configuration was identified in this cohort. All of the patients harboring in cis compound EGFR mutations were non-smokers, histologically diagnosed with adenocarcinoma and received first-generation EGFR-TKI. Furthermore, our data also revealed that patients with in cis compound EGFR mutations exhibit comparable PFS to first generation EGFR-TKI comparing to patients with single activating EGFR mutation. This observation was further supported by in silico molecular modeling analyses which demonstrated in cis compound mutations do not alter the ATP-binding pocket of EGFR, thus having no effect on the interaction between gefitinib and EGFR.
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Affiliation(s)
- Min Li
- a Department of Respiratory Medicine , Center for Molecular Medicine, Xiangya Hospital , Central South University , Changsha , China
| | - Cheng-Zhi Zhou
- b Department of Respiratory Medicine, First Affiliated Hospital , Guangzhou Medical University , Guangzhou , China
| | - Jin-Ji Yang
- c Guangdong Lung Cancer Institute , Guangzhou , China
| | - Shun Lu
- d Shanghai Lung Cancer Center, Shanghai Chest Hospital , Shanghai Jiao Tong University , Shanghai , China
| | - Di Zheng
- e Department of Oncology, Shanghai Pulmonary Hospital , Tongji University Medical School , Shanghai , China
| | - Jie Hu
- f Department of Respiratory Medicine , Zhongshan Hospital, Fudan University , Shanghai , China
| | - Hui Zeng
- g Zhejiang Cancer Hospital , Hangzhou , China
| | - You Lu
- h Department of Oncology, West China Hospital , Sichuan University , Chengdu , China
| | - Kai-Hua Lu
- i First Affiliated Hospital , Nanjing Medical University , Nanjing , China
| | - Shu-Ang Li
- j First Affiliated Hospital , Zhengzhou University , Zhengzhou , China
| | - Xin-Ru Mao
- k Burning Rock Biotech , Guangzhou , China
| | | | | | - Jun-Yi Ye
- k Burning Rock Biotech , Guangzhou , China
| | - Cheng-Ping Hu
- a Department of Respiratory Medicine , Center for Molecular Medicine, Xiangya Hospital , Central South University , Changsha , China
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Zhou S, Yan Y, Chen X, Wang X, Zeng S, Qian L, Wei J, Yang X, Zhou Y, Gong Z, Xu Z. Roles of highly expressed PAICS in lung adenocarcinoma. Gene 2019; 692:1-8. [PMID: 30641222 DOI: 10.1016/j.gene.2018.12.064] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 12/18/2018] [Accepted: 12/30/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND Phosphoribosylaminoimidazole carboxylase (PAICS), a de novo purine metabolic enzyme, has been identified as an oncogene in several tumor types, including breast cancer and prostate cancer. However, the role of PAICS in human lung adenocarcinoma (LADC) requires further study. METHODS In this research, the effects of PAICS on the occurrence and prognosis of LADC were evaluated using integrative bioinformatics analyses. RESULTS By employing the bioinformatics analyses of several public databases, PAICS, which is overexpressed in the LADC tissues, was identified as a potential tumor-promoting gene in LADC biology. Several relevant clinical studies indicated that the upregulation of PAICS was statistically correlated with a shorter overall survival time. Moreover, the carcinogenic function of PAICS in LADC was validated by the further protein-protein interactions (PPI) and biological process annotation analysis. Mechanistically, we found that the PAICS methylation level was significantly lower in the LADC tissues compared to the normal lung tissues. Furthermore, using the MEXPRESS web tool, we predicted 15 possible DNA methylation sites in the nucleotide sequences of PAICS, which could explain the alteration in the PAICS expression levels in LADC. CONCLUSIONS Our work demonstrates that high levels of PAICS are found in LADC and that this gene may be a potential therapeutic target for this subset of lung cancers. Determining the detailed roles of PAICS in LADC biology may provide useful information for further investigations.
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Affiliation(s)
- Shuyi Zhou
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Yuanliang Yan
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Xi Chen
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Xiang Wang
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Shuangshuang Zeng
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Long Qian
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Jie Wei
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Xue Yang
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Yangying Zhou
- Department of Oncology, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Zhicheng Gong
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China.
| | - Zhijie Xu
- Department of Pathology, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China.
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