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Zhou Z, Qin P, Cheng X, Shao M, Ren Z, Zhao Y, Li Q, Liu L. ChatGPT in Oncology Diagnosis and Treatment: Applications, Legal and Ethical Challenges. Curr Oncol Rep 2025; 27:336-354. [PMID: 39998782 DOI: 10.1007/s11912-025-01649-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/01/2025] [Indexed: 02/27/2025]
Abstract
PURPOSE OF REVIEW This study aims to systematically review the trajectory of artificial intelligence (AI) development in the medical field, with a particular emphasis on ChatGPT, a cutting-edge tool that is transforming oncology's diagnosis and treatment practices. RECENT FINDINGS Recent advancements have demonstrated that ChatGPT can be effectively utilized in various areas, including collecting medical histories, conducting radiological & pathological diagnoses, generating electronic medical record (EMR), providing nutritional support, participating in Multidisciplinary Team (MDT) and formulating personalized, multidisciplinary treatment plans. However, some significant challenges related to data privacy and legal issues that need to be addressed for the safe and effective integration of ChatGPT into clinical practice. ChatGPT, an emerging AI technology, opens up new avenues and viewpoints for oncology diagnosis and treatment. If current technological and legal challenges can be overcome, ChatGPT is expected to play a more significant role in oncology diagnosis and treatment in the future, providing better treatment options and improving the quality of medical services.
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Affiliation(s)
- Zihan Zhou
- The First Clinical Medical College of Nanjing Medical University, Nanjing, 211166, China
| | - Peng Qin
- The First Clinical Medical College of Nanjing Medical University, Nanjing, 211166, China
| | - Xi Cheng
- The First Clinical Medical College of Nanjing Medical University, Nanjing, 211166, China
| | - Maoxuan Shao
- The First Clinical Medical College of Nanjing Medical University, Nanjing, 211166, China
| | - Zhaozheng Ren
- The First Clinical Medical College of Nanjing Medical University, Nanjing, 211166, China
| | - Yiting Zhao
- Stomatological College of Nanjing Medical University, Nanjing, 211166, China
| | - Qiunuo Li
- The First Clinical Medical College of Nanjing Medical University, Nanjing, 211166, China
| | - Lingxiang Liu
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing, 210029, Jiangsu, China.
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Owen D, Ben-Shachar R, Feliciano J, Gai L, Beauchamp KA, Rivers Z, Hockenberry AJ, Harrison G, Guittar J, Catela C, Parsons J, Cohen E, Sasser K, Nimeiri H, Guinney J, Patel J, Morgensztern D. Actionable Structural Variant Detection via RNA-NGS and DNA-NGS in Patients With Advanced Non-Small Cell Lung Cancer. JAMA Netw Open 2024; 7:e2442970. [PMID: 39495511 PMCID: PMC11536281 DOI: 10.1001/jamanetworkopen.2024.42970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 09/12/2024] [Indexed: 11/05/2024] Open
Abstract
Importance The National Comprehensive Cancer Network (NCCN) guidelines for non-small cell lung cancer suggest that RNA next-generation sequencing (NGS) may improve the detection of fusions and splicing variants compared with DNA-NGS alone. However, there is limited adoption of RNA-NGS in routine oncology clinical care today. Objective To analyze clinical evidence from a diverse cohort of patients with advanced lung adenocarcinoma and compare the detection of NCCN-recommended actionable structural variants (aSVs; fusions and splicing variants) via concurrent DNA and RNA-NGS vs DNA-NGS alone. Design, Setting, and Participants This multisite, retrospective cohort study examined patients sequenced between February 2021 and October 2023 within the deidentified, Tempus multimodal database, consisting of linked molecular and clinical data. Participants included patients with advanced lung adenocarcinoma and sufficient tissue sample quantities for both RNA-NGS and DNA-NGS testing. Exposures Received results from RNA-NGS and DNA-NGS solid-tissue profiling assays. Main Outcomes and Measures Detection rates of NCCN guideline-based structural variants (ALK, ROS1, RET and NTRK1/2/3 fusions, as well as MET exon 14 skipping splicing alterations) found uniquely by RNA-NGS. Results In the evaluable cohort of 5570 patients, median (IQR) age was 67.8 (61.3-75.4) years, and 2989 patients (53.7%) were female. The prevalence of actionable structural variants detected by either RNA-NGS or DNA-NGS was 8.8% (n = 491), with 86.7% (n = 426) of these detected by DNA-NGS. Concurrent RNA-NGS and DNA-NGS identified 15.3% more patients harboring aSVs compared with DNA-NGS alone (491 vs 426 patients, respectively), including 14.3% more patients harboring actionable fusions (376 vs 329 patients) and 18.6% more patients harboring MET exon 14 skipping alterations (115 vs 97 patients). There was no significant association between the assay used for aSV detection and aSV-targeted therapeutic adoption or clinical outcome. Emerging structural variants (eSVs) were found to have a combined prevalence to be 0.7%, with only 47.5% of eSVs detected by DNA-NGS. Conclusions and Relevance In this cohort study, the detection of structural variants via concurrent RNA-NGS and DNA-NGS was higher across multiple NCCN-guideline recommended biomarkers compared with DNA-NGS alone, suggesting that RNA-NGS should be routinely implemented in the care of patients with advanced NSCLC.
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Affiliation(s)
- Dwight Owen
- Ohio State University School of Medicine, Columbus
| | | | | | - Lisa Gai
- Tempus AI Inc, Chicago, Illinois
| | | | | | | | | | | | | | | | | | | | | | | | - Jyoti Patel
- Northwestern University School of Medicine, Chicago, Illinois
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Liu G, Lam VK. Podcast on Lorlatinib as a First-Line Treatment Option for Patients with ALK-Positive Metastatic NSCLC with Brain Metastasis. Adv Ther 2023; 40:4117-4126. [PMID: 37573276 PMCID: PMC10499938 DOI: 10.1007/s12325-023-02606-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 07/03/2023] [Indexed: 08/14/2023]
Abstract
Brain metastases are especially common in anaplastic lymphoma kinase (ALK)-positive non-small cell lung cancer (NSCLC), with a cumulative incidence of over 50% and associated with a poor prognosis, high symptom burden, and decreased quality of life. Lorlatinib is a brain-penetrant, third-generation ALK tyrosine kinase inhibitor (TKI), which has a high potency against resistance mutations seen with earlier generation ALK TKIs. In 2018, lorlatinib was granted accelerated approval in second- and third-line treatment for use in patients with ALK-positive metastatic NSCLC on the basis of phase 1/2 study results. This initial approval was expanded for first-line treatment of patients with ALK-positive metastatic NSCLC on the basis of the interim analysis of the phase 3 CROWN study showing longer progression-free survival, time to intracranial progression, duration of response, and objective response rate compared with crizotinib. This manuscript is a transcript of our podcast, in which we discuss the clinical significance of controlling the onset of brain metastases, considerations in selecting a first-line therapy option, efficacy and safety observed in patients with and without brain metastases, and rationales for using lorlatinib upfront versus reserving for a later line in therapy.
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Affiliation(s)
- Geoffrey Liu
- Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Vincent K Lam
- Johns Hopkins Medicine, 201 N. Broadway, Baltimore, MD, 21287, USA.
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Gao P, Tang K, Hao Y, Li W, Lv X, Li D, Jia Y. Case Report: Patient With Lung Adenocarcinoma With ALK-HLA-DRB1 Rearrangement Shows Impressive Progression-Free Survival After Sequential Crizotinib and Ceritinib Treatment. Front Oncol 2022; 12:762338. [PMID: 35280798 PMCID: PMC8914946 DOI: 10.3389/fonc.2022.762338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 01/25/2022] [Indexed: 11/13/2022] Open
Abstract
The anaplastic lymphoma kinase (ALK) gene rearrangement is a driving mutation that underlies about 5-6% of non-small cell lung cancer (NSCLC) cases. Lung cancers that are ALK gene rearrangement-positive can be effectively treated with ALK inhibitors. However, the response of patients with rarer ALK gene rearrangements to ALK inhibitors remains unknown. Herein, we described a case of lung adenocarcinoma carrying ALK-HLA-DRB1 fusion in a 48-year-old nonsmoking woman. A similar case of ALK-HLA-DRB1 rearrangement in NSCLC has not been described previously neither in NSCLC nor in other disease. The patient achieved a progression-free survival of 18 months after sequential therapy consisting of crizotinib and then ceritinib during the follow-up. These findings provide basis for the application of ALK inhibitors in patients carrying the rare ALK-HLA-DRB1 fusion.
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Affiliation(s)
- Peng Gao
- Department of Respiratory and Critical Care Medicine, Second Hospital of Jilin University, Changchun, China
- *Correspondence: Peng Gao,
| | - Kangning Tang
- Department of Respiratory and Critical Care Medicine, Second Hospital of Jilin University, Changchun, China
| | - Yuqiu Hao
- Department of Respiratory and Critical Care Medicine, Second Hospital of Jilin University, Changchun, China
| | - Wei Li
- Department of Respiratory and Critical Care Medicine, Second Hospital of Jilin University, Changchun, China
| | - Xuejiao Lv
- Department of Respiratory and Critical Care Medicine, Second Hospital of Jilin University, Changchun, China
| | - Dapeng Li
- Department of Respiratory and Critical Care Medicine, The Affiliated Hospital of Jilin Medical College, Jilin, China
| | - Yuxi Jia
- Department of Orthopedics Application Demonstration Center of Precision Medicine Molecular Diagnosis, the Second Hospital of Jilin University, Changchun, China
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Chen YL, Chen WL, Cheng YC, Lin MC, Yang SC, Tsai HW, Lin C, Su WC, Chow NH, Ho CL. Development of a novel ALK rearrangement screening test for non-small cell lung cancers. PLoS One 2021; 16:e0257152. [PMID: 34559836 PMCID: PMC8462717 DOI: 10.1371/journal.pone.0257152] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 08/24/2021] [Indexed: 11/18/2022] Open
Abstract
Approximately 5–7% of non–small cell lung cancer (NSCLC) cases harbor an anaplastic lymphoma kinase (ALK) fusion gene and may benefit from ALK inhibitor therapy. To detect ALK fusion genes, we developed a novel test using reverse transcription polymerase chain reaction (RT-PCR) for the ALK kinase domain (KD). Since ALK expression is mostly silenced in the adult with the exception of neuronal tissue, the normal lung tissue, mesothelial lining, and inflammatory cells are devoid of ALK transcript, making ALK KD RT-PCR an ideal surrogate test for ALK fusion transcripts in lung or pleural effusion. The test was designed with a short PCR product (197 bp) to work for both malignant pleural effusion (MPE) and formalin-fixed, paraffin-embedded (FFPE) NSCLC samples. Using ALK IHC as a reference, the sensitivity of the test was 100% for both MPE and FFPE. The specificity was 97.6% for MPE and 97.4% for FFPE. Two false positive cases were found. One was a metastatic brain lesion which should be avoided in the future due to intrinsic ALK expression in the neuronal tissue. The other one resulted from ALK gene amplification. Due to potential false positivity, subsequent confirmation tests such as fluorescence in situ hybridization or multiplex PCR would be preferable. Nevertheless, the test is simple and inexpensive with no false negativity, making it a desirable screening test. It also offers an advantage over multiplex RT-PCR with the capability to detect novel ALK fusions. Indeed through the screening test, we found a novel ALK fusion partner (sperm antigen with calponin homology and coiled-coil domains 1 like gene, SPECC1L) with increased sensitivity to crizotinib in vitro. In summary, a novel RNA-based ALK KD analysis was developed for ALK rearrangement screening in MPE and FFPE specimens of NSCLC. This simple inexpensive test can be implemented as routine diagnostics.
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Affiliation(s)
- Yi-Lin Chen
- Molecular Diagnosis Laboratory, Department of Pathology, National Cheng Kung University Hospital, Tainan, Taiwan
- Department of Medical Laboratory Science and Biotechnology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Molecular Medicine Core Laboratory, Research center of Clinical Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
- Associations of Medical Technologists, Tainan, Taiwan
| | - Wan-Li Chen
- Molecular Diagnosis Laboratory, Department of Pathology, National Cheng Kung University Hospital, Tainan, Taiwan
- Molecular Medicine Core Laboratory, Research center of Clinical Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Yi-Chia Cheng
- Department of Medical Laboratory Science and Biotechnology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ming-Ching Lin
- Molecular Diagnosis Laboratory, Department of Pathology, National Cheng Kung University Hospital, Tainan, Taiwan
- Molecular Medicine Core Laboratory, Research center of Clinical Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Shu-Ching Yang
- Molecular Diagnosis Laboratory, Department of Pathology, National Cheng Kung University Hospital, Tainan, Taiwan
- Molecular Medicine Core Laboratory, Research center of Clinical Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Hung-Wen Tsai
- Molecular Diagnosis Laboratory, Department of Pathology, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Chien‐Chung Lin
- Department of Internal Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Wu-Chou Su
- Department of Internal Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Nan-Haw Chow
- Molecular Diagnosis Laboratory, Department of Pathology, National Cheng Kung University Hospital, Tainan, Taiwan
- Molecular Medicine Core Laboratory, Research center of Clinical Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
- The Institute of Molecular Medical, College of Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Chung-Liang Ho
- Molecular Diagnosis Laboratory, Department of Pathology, National Cheng Kung University Hospital, Tainan, Taiwan
- Department of Medical Laboratory Science and Biotechnology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Molecular Medicine Core Laboratory, Research center of Clinical Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
- The Institute of Molecular Medical, College of Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
- * E-mail:
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Omental Metastasis from ALK-positive Lung Cancer — A Case Report. THE EGYPTIAN JOURNAL OF INTERNAL MEDICINE 2020. [DOI: 10.1186/s43162-020-00010-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Non-small cell lung cancer (NSCLC) is the leading cause of cancer-related deaths worldwide. In Ireland alone, there are over 2500 new cases of lung cancer diagnosed each year. It ranks fourth among the most common cancers and causes 21% of all cancer-related deaths.
Lung cancers usually metastasize to the liver, brain, bone, and adrenal glands—rarely affecting the abdomen. To our knowledge, there are 8 previous studies in the literature to date which involve omental metastasis from NSCLC.
Case presentation
A 73-year-old lady presented with a history of productive cough for 18 months. A chest X-ray showed a suspicious 6 cm mass in the right lower zone. She went on to have an endobronchial biopsy which confirmed a moderately differentiated adenocarcinoma of the lung which was ALK positive. She went on to have staging PET and CT scans and was staged as cT3N2M0. She was not a suitable candidate for surgery so she had radical chemo-radiotherapy with 4 cycles of cisplatin pemetrexed followed by radical dose sequential radiotherapy. Post treatment CT showed the tumor to be more spiculated in appearance. She was ineligible for Durvalumab maintenance therapy due to the extensive pneumonitis following her radiotherapy which required a prolonged course of steroids. Interval scans every 3 months did not show any progression of disease.
She presented to the hospital 13 months post her diagnosis with progressive abdominal swelling. Restaging CT scans showed extensive omental infiltration, the presence of multiple peritoneal nodules, and progression of her pulmonary disease with new brain metastasis. Cytological analysis of the ascitic fluid confirmed metastasis followed by omental biopsy which confirmed metastatic ALK-positive NSCLC. She went on to have targeted treatment with alectinib. She tolerated the treatment well. Restaging scans done 3 months later showed good partial response to therapy.
Conclusion
In conclusion, ALK-positive NSCLC with metastasis to the omentum is very rare. However, in patients with atypical symptoms like ascites, the possibility of a metastasis must be considered and repeat biopsy is always recommended. A targeted therapy in the selected patients has shown a more durable response than chemotherapy.
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PD-L1 Expression and Its Regulation in Lung Adenocarcinoma with ALK Translocation. Interdiscip Sci 2019; 11:266-272. [PMID: 31098955 DOI: 10.1007/s12539-019-00331-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Revised: 04/22/2019] [Accepted: 04/26/2019] [Indexed: 01/27/2023]
Abstract
BACKGROUND The mechanism of regulation of PD-L1 expression by ALK translocation remains unclear. We detected PD-L1 protein expression and its regulation in lung adenocarcinoma patients with EML4-ALK fusion gene. METHODS PD-L1 and ALK expression at protein level in human lung adenocarcinoma cell lines and tumor tissue specimens was evaluated by immunohistochemistry analysis and Western blotting. The expression at DNA level and RNA level was indicated by quantitative real-time PCR analysis. The signal pathway was indicated at protein level by western blotting. RESULTS The PD-L1 protein expression was higher in human lung adenocarcinoma cell lines with EML4-ALK fusion gene than that without this fusion gene. Induced expression of EML4-ALK in A549 cells significantly increased PD-L1 protein expression, whereas PD-L1 protein expression was downregulated after crizotinib and pembrolizumab successively. Significant positive correlations between PD-L1 and p-ERK, p-STAT3 or p-AKT expression were observed in ALK-translocated tumors. PD-L1 overexpression was significantly associated with shorter progressive survival and overall survival after crizotinib in ALK-translocated patients. CONCLUSIONS We demonstrate that ALK translocation can upregulate PD-L1 expression by activating ERK, STAT3 and AKT pathways. ALK inhibitor combined with a PD-L1-targeted therapy may be a potential strategy in ALK-translocated lung adenocarcinoma patients.
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Ma H, Yao WX, Huang L, Jin SH, Liu DH, Liu Y, Tian X, Tian JH, Zhou JG. Efficacy of D5F3 IHC for detecting ALK gene rearrangement in NSCLC patients: a systematic review and meta-analysis. Oncotarget 2018; 7:70128-70142. [PMID: 27602773 PMCID: PMC5342540 DOI: 10.18632/oncotarget.11806] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Accepted: 08/13/2016] [Indexed: 12/02/2022] Open
Abstract
We conducted a pooled analysis comparing the efficacy of an immunohistochemistry (IHC) assay using the D5F3 antibody with that of fluorescence in situ hybridization (FISH) for detecting ALK gene rearrangement in NSCLC patients. A total of 32 studies involving 5805 samples were included in this review. Pooled sensitivity for D5F3 IHC was 0.97 (95%CI: 0.93-0.98), specificity was 0.99 (95%CI: 0.98-1.00), PLR was 119.20 (95%CI: 57.79-245.89), NLR was 0.03 (95%CI: 0.02-0.07), DOR was 3526.66 (95%CI: 1344.71-9249.03), and AUROC was 1.00 (95%CI: 0.99-1.00). Meta-regression revealed that specimen type was a source of heterogeneity for specificity, and specimen type and FISH signal distance were sources of heterogeneity in the joint model. Subgroup analysis revealed that sensitivity and specificity were higher when the FISH signal distance standard was ≥ 2 than when it was ≥ 1. Sensitivity was higher for tumor specimens than for cell specimens; specificity was higher for cell specimens than for tumor specimens. In conclusion, the D5F3 IHC assay was nearly as effective as FISH for detection of ALK gene rearrangement in NSCLC patients.
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Affiliation(s)
- Hu Ma
- Department of Oncology, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, China
| | - Wen-Xiu Yao
- Department of Oncology, Affiliated Cancer Hospital of Medical School, University of Electronic Science and Technology of China, Sichuan Cancer Hospital and Institute & Cancer, The Second People's Hospital of Sichuan Province, Chengdu, 610000, China
| | - Lang Huang
- Department of Oncology, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, China
| | - Su-Han Jin
- Affiliated Stemmatological Hospital of Zunyi Medical University, Zunyi 563000, China
| | - Da-Hai Liu
- Department of Oncology, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, China
| | - Yuan Liu
- Department of Pharmacology and Key Laboratory of Basic Pharmacology of Ministry of Education, Zunyi Medical University, Zunyi 563000, China
| | - Xu Tian
- Chongqing Cancer Hospital and Institute, Chongqing, 40030, China
| | - Jin-Hui Tian
- Evidence-Based Medicine Center of Lanzhou University, Lanzhou, 730000, China
| | - Jian-Guo Zhou
- Department of Oncology, Affiliated Hospital of Zunyi Medical University, Zunyi 563000, China
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Vestergaard HH, Christensen MR, Lassen UN. A systematic review of targeted agents for non-small cell lung cancer. Acta Oncol 2018; 57:176-186. [PMID: 29172833 DOI: 10.1080/0284186x.2017.1404634] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND advanced-stage non-small cell lung cancer (NSCLC) is characterized by having limited treatment options and thus a poor prognosis. However, new treatment options, in the form of targeted agents (TA), have emerged during recent years. This systematic review aims to provide an overview of the accessible literature in PubMed evaluating TA used on NSCLC patients, and the resulting survival outcomes. METHOD this systematic literature review was conducted by reviewing all relevant literature in PubMed. Six separate searches were performed: Three searches where controlled entry terms were used and three free text searches. Furthermore, other relevant publications were included manually. A total of seventy-two studies met the search criteria and were thus further analyzed and evaluated. RESULTS In the included studies, various TAs and their effect on different molecular targets have been evaluated. Clinical responses vary considerably among the different genetic aberrations. The majority of studies evaluated TA for epidermal growth factor receptor (EGFR) mutations and TA for echinoderm microtubule-associated protein-like 4-anaplastic lymphoma kinase (EML4-ALK) rearrangements. Studies regarding the use of TA for Rat sarcoma (RAS), rapidly accelerated fibrosarcoma (RAF), ROS proto-oncogene 1 (ROS1) rearrangement, Receptor tyrosine-protein kinase erbB-2 (ERBB2), Phosphatidylinositol 3-kinase (PIK3CA)/v-akt murine thymoma viral oncogene homolog; protein kinase B(AKT)/Phosphatase and tensin homolog deleted on chromosome 10(PTEN), The mammalian target of rapamycin (mTOR), and Mesenchymal-epithelial transition factor (MET) were included as well. In general, studies comparing treatment outcomes in EGFR-mutated patients and EML4-ALK (ALK) rearranged patients after use of either TA or standard chemotherapy, present significant better results after TA. CONCLUSIONS This systematic review provides an overview of available literature in PubMed regarding NSCLC and TA. Included studies point toward that TA appears to be a promising therapeutic tool in treating NSCLC patients and use of TA is expected to result in improved treatment outcomes.
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Diagnostic accuracy of PCR for detecting ALK gene rearrangement in NSCLC patients: A systematic review and meta-analysis. Oncotarget 2017; 8:75400-75410. [PMID: 29088875 PMCID: PMC5650430 DOI: 10.18632/oncotarget.17914] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2015] [Accepted: 03/28/2017] [Indexed: 12/29/2022] Open
Abstract
Background Anaplastic lymphoma kinase (ALK) gene fusion has been reported in 3∼5% non-small cell lung carcinoma (NSCLC) patients, and polymerase chain reaction (PCR) is commonly used to detecting the gene status, but the diagnostic capacity of it is still controversial. A systematic review and meta-analysis was conducted to clarify the diagnostic accuracy of PCR for detecting ALK gene rearrangement in NSCLC patients. Results 18 articles were enrolled, which included 21 studies, involving 2800 samples from NSCLC patients. The overall pooled parameters were calculated: sensitivity was 92.4% [95% confidence interval (CI): 82.2%–97.0%], specificity was 97.8% [95% CI: 95.1%–99.0%], PLR was 41.51 [95% CI: 18.10–95.22], NLR was 0.08 [95% CI: 0.03–0.19], DOR was 535.72 [95% CI: 128.48–2233.79], AUROC was 0.99 [95% CI: 0.98–1.00]. Materials and Methods Relevant articles were searched from PubMed, EMBASE, Web of Science, Cochrane library, American Society of Clinical Oncology (ASCO), European Society for Medical Oncology (ESMO), China National Knowledge Infrastructure (CNKI), China Wan Fang databases and Chinese biomedical literature database (CBM). Diagnostic capacity of PCR test was assessed by the pooled sensitivity and specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), diagnostic odds ratio (DOR), area under the summary receiver operating characteristic (AUROC). Conclusions Based on the results from this review, PCR has good diagnostic performance for detecting the ALK gene fusion in NSCLC patients. Moreover, due to the poor methodology quality of the enrolled trials, more well-designed multi-center trials should be performed.
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Lin D, Zeng D, Chen C, Wu X, Wang M, Chen J, Lin H, Qiu X. Clinicopathological Features and Therapeutic Responses of Chinese Patients with Advanced Lung Adenocarcinoma Harboring an Anaplastic Lymphoma Kinase Rearrangement. Oncol Res Treat 2017; 40:27-33. [PMID: 28118634 DOI: 10.1159/000454715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2016] [Accepted: 11/22/2016] [Indexed: 11/19/2022]
Abstract
BACKGROUND Presence of anaplastic lymphoma kinase (ALK) rearrangement is an indication for crizotinib in the treatment of patients with advanced or metastatic lung adenocarcinoma. Here, we sought to elucidate the association between clinicopathological features and ALK rearrangement status in Chinese patients with advanced lung adenocarcinoma harboring an ALK rearrangement. PATIENTS AND METHODS ALK rearrangement status was determined using immunohistochemistry (IHC) in tumor tissues from 120 patients with advanced lung adenocarcinoma, and further assessed by fluorescence in situ hybridization (FISH) assay. The associations between ALK rearrangement status and clinicopathological features were analyzed. RESULTS According to IHC testing, the ALK-positive rate among the advanced lung adenocarcinoma patients was 6.67% (8/120). FISH validation found 5 patients with ALK rearrangement among the 8 IHC-positive cases. No significant difference was observed regarding age, sex, or smoking status between FISH-positive and -negative patients (p > 0.05). None of the 5 FISH-positive patients benefited from first-line chemotherapy. CONCLUSION IHC can be used as a reliable method for ALK rearrangement screening in patients with lung adenocarcinoma, but further FISH validation is imperative. Presence of ALK rearrangement predicts a more aggressive biological behavior of the tumor and might be indicative of poor response to chemotherapy.
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Lung cancer mutation profile of EGFR, ALK, and KRAS: Meta-analysis and comparison of never and ever smokers. Lung Cancer 2016; 102:122-134. [DOI: 10.1016/j.lungcan.2016.10.010] [Citation(s) in RCA: 127] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Revised: 10/15/2016] [Accepted: 10/24/2016] [Indexed: 02/07/2023]
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Tao H, Cai Y, Shi L, Tang J, Liu Z, Wang Z, Bai L, Liu Z. Analysis of clinical characteristics and prognosis of patients with anaplastic lymphoma kinase-positive and surgically resected lung adenocarcinoma. Thorac Cancer 2016; 8:8-15. [PMID: 27779369 PMCID: PMC5217931 DOI: 10.1111/1759-7714.12395] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Revised: 08/13/2016] [Accepted: 08/22/2016] [Indexed: 02/06/2023] Open
Abstract
Background Recent research into lung cancer‐related driver genes has identified a distinctive molecular subtype of non‐small cell lung cancer (NSCLC) – anaplastic lymphoma kinase (ALK)‐positive NSCLC. We evaluated the clinical features and survival rates of ALK‐positive lung adenocarcinoma patients who had undergone surgery but had not received ALK inhibitor therapy, along with the characteristics of patients with distant metastases. Methods Clinical data of 40 patients with ALK‐positive, postsurgical lung adenocarcinoma were retrospectively analyzed. Relationships between the patients’ clinical characteristics, distant metastases, and their disease‐free survival (DFS) and overall survival (OS) rates were assessed. Results Most patients were relatively young, never‐smokers, had peripheral tumors, and the tumors were either moderately or poorly differentiated. The most common organ of distant metastases was the brain. The median time from surgery to brain metastasis was 17.2 months. The median OS following brain metastasis was 9.4 months. DFS in patients with early stage disease, peripheral tumors, no lymph node metastases, and treated with adjuvant therapy was significantly longer than for those with late stage disease (P = 0.015), central tumors (P = 0.000), lymph node metastases (P = 0.026), and not treated with adjuvant therapy (P = 0.000). Patients with early stage disease, peripheral tumors, and treated with adjuvant therapy obtained markedly longer OS than those with late stage disease (P = 0.021), central tumors (P = 0.003), and not treated with adjuvant therapy (P = 0.006). Conclusion Patients with ALK‐positive surgically resected lung adenocarcinoma have distinctive clinical characteristics. The brain is the most common site of extrapulmonary metastasis. Survival is associated with stage, tumor location, and the administration of adjuvant therapy.
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Affiliation(s)
- Hong Tao
- Department of Oncology, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Yiran Cai
- Department of Pathology, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Liang Shi
- Department of Oncology, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Junfang Tang
- Department of Oncology, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Zhidong Liu
- Department of Thoracic Surgery, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Zitong Wang
- Department of Thoracic Surgery, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Lianqi Bai
- Department of Thoracic Surgery, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Zhe Liu
- Department of Oncology, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
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14
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Carper MB, Claudio PP. Clinical potential of gene mutations in lung cancer. Clin Transl Med 2015; 4:33. [PMID: 26603430 PMCID: PMC4658345 DOI: 10.1186/s40169-015-0074-1] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2015] [Accepted: 10/15/2015] [Indexed: 12/11/2022] Open
Abstract
Lung cancer is the most common cancer type worldwide and the leading cause of cancer related deaths in the United States. The majority of newly diagnosed patients present with late stage metastatic lung cancer that is inoperable and resistant to therapies. High-throughput genomic technologies have made the identification of genetic mutations that promote lung cancer progression possible. Identification of the mutations that drive lung cancer provided new targets for non-small cell lung cancer (NSCLC) treatment and led to the development of targeted therapies such as tyrosine kinase inhibitors that can be used to combat the molecular changes that promote cancer progression. Development of targeted therapies is not the only clinical benefit of gene analysis studies. Biomarkers identified from gene analysis can be used for early lung cancer detection, determine patient’s prognosis and response to therapy, and monitor disease progression. Biomarkers can be used to identify the NSCLC patient population that would most benefit from treatment (targeted therapies or chemotherapies), providing clinicians tools that can be used to develop a personalized treatment plan. This review explores the clinical potential of NSCLC genetic studies on diagnosing and treating NSCLC.
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Affiliation(s)
- Miranda B Carper
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
| | - Pier Paolo Claudio
- Department of Radiation Oncology, The University of Mississippi Medical Center Cancer Institute, 350 W Woodrow Wilson Ave, Jackson, MS, 39213, USA. .,Department of Biomedical Sciences, University of Mississippi, National Center for Natural Products Research, Oxford, MS, USA.
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15
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Dietel M, Bubendorf L, Dingemans AMC, Dooms C, Elmberger G, García RC, Kerr KM, Lim E, López-Ríos F, Thunnissen E, Van Schil PE, von Laffert M. Diagnostic procedures for non-small-cell lung cancer (NSCLC): recommendations of the European Expert Group. Thorax 2015; 71:177-84. [PMID: 26530085 PMCID: PMC4752623 DOI: 10.1136/thoraxjnl-2014-206677] [Citation(s) in RCA: 136] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Accepted: 07/21/2015] [Indexed: 12/15/2022]
Abstract
BACKGROUND There is currently no Europe-wide consensus on the appropriate preanalytical measures and workflow to optimise procedures for tissue-based molecular testing of non-small-cell lung cancer (NSCLC). To address this, a group of lung cancer experts (see list of authors) convened to discuss and propose standard operating procedures (SOPs) for NSCLC. METHODS Based on earlier meetings and scientific expertise on lung cancer, a multidisciplinary group meeting was aligned. The aim was to include all relevant aspects concerning NSCLC diagnosis. After careful consideration, the following topics were selected and each was reviewed by the experts: surgical resection and sampling; biopsy procedures for analysis; preanalytical and other variables affecting quality of tissue; tissue conservation; testing procedures for epidermal growth factor receptor, anaplastic lymphoma kinase and ROS proto-oncogene 1, receptor tyrosine kinase (ROS1) in lung tissue and cytological specimens; as well as standardised reporting and quality control (QC). Finally, an optimal workflow was described. RESULTS Suggested optimal procedures and workflows are discussed in detail. The broad consensus was that the complex workflow presented can only be executed effectively by an interdisciplinary approach using a well-trained team. CONCLUSIONS To optimise diagnosis and treatment of patients with NSCLC, it is essential to establish SOPs that are adaptable to the local situation. In addition, a continuous QC system and a local multidisciplinary tumour-type-oriented board are essential.
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Affiliation(s)
- Manfred Dietel
- Institute of Pathology, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Lukas Bubendorf
- Institute of Pathology, University Hospital Basel, Basel, Switzerland
| | - Anne-Marie C Dingemans
- Department of Respiratory Diseases, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Christophe Dooms
- Respiratory Division, University Hospitals KU Leuven, Leuven, Belgium
| | - Göran Elmberger
- Department of Laboratory Medicine, Pathology, Örebro University Hospital, Örebro, Sweden
| | - Rosa Calero García
- Department of Radiology, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Keith M Kerr
- Aberdeen University Medical School, Aberdeen, UK
| | - Eric Lim
- Academic Division of Thoracic Surgery, The Royal Brompton Hospital and Imperial College, London, UK
| | - Fernando López-Ríos
- Laboratorio de Dianas Terapéuticas, Hospital Universitario HM Sanchinarro, Madrid, Spain
| | - Erik Thunnissen
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands
| | - Paul E Van Schil
- Department of Thoracic and Vascular Surgery, Antwerp University Hospital, Antwerp, Belgium
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16
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Zeng Z, Bo H, Gong Z, Lian Y, Li X, Li X, Zhang W, Deng H, Zhou M, Peng S, Li G, Xiong W. AFAP1-AS1, a long noncoding RNA upregulated in lung cancer and promotes invasion and metastasis. Tumour Biol 2015; 37:729-37. [PMID: 26245991 DOI: 10.1007/s13277-015-3860-x] [Citation(s) in RCA: 122] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2015] [Accepted: 07/28/2015] [Indexed: 02/07/2023] Open
Abstract
Long noncoding RNAs (lncRNAs) have emerged as a major regulator of cancer. Significant fraction of lncRNAs is represented on widely used microarray platforms; however, many of which have no known function. To discover novel lung cancer-related lncRNAs, we analyzed the lncRNA expression patterns in five sets of previously published lung cancer gene expression profile data that were represented on Affymetrix HG-U133 Plus 2.0 array, and identified dysregulated lncRNAs in lung cancer. One lncRNA, actin filament associated protein 1 antisense RNA1 (AFAP1-AS1), was the most significantly upregulated in lung cancer and associated with poor prognosis. In vitro experiments demonstrated that AFAP1-AS1 knockdown significantly inhibited the cell invasive and migration capability in lung cancer cells. AFAP1-AS1 knockdown also increased the expression of its antisense protein coding gene, actin filament associated protein 1 (AFAP1), and affected the expression levels of several small GTPase family members and molecules in the actin cytokeratin signaling pathway, which suggested that AFAP1-AS1 promoted cancer cell metastasis via regulation of actin filament integrity. Our findings extend the number of noncoding RNAs functionally implicated in lung cancer progression and highlight the role of AFAP1-AS1 as potential prognostic biomarker and therapeutic target of lung cancer.
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Affiliation(s)
- Zhaoyang Zeng
- Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, China.,The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, Central South University, Changsha, Hunan, China.,Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Hao Bo
- The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, Central South University, Changsha, Hunan, China
| | - Zhaojian Gong
- The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, Central South University, Changsha, Hunan, China.,Department of Oral and Maxillofacial Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yu Lian
- The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, Central South University, Changsha, Hunan, China
| | - Xiayu Li
- Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xiaoling Li
- Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, China.,The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, Central South University, Changsha, Hunan, China.,Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Wenling Zhang
- The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, Central South University, Changsha, Hunan, China
| | - Hao Deng
- Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Ming Zhou
- Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, China.,The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, Central South University, Changsha, Hunan, China.,Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Shuping Peng
- Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, China.,The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, Central South University, Changsha, Hunan, China.,Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Guiyuan Li
- Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, China. .,The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, Central South University, Changsha, Hunan, China. .,Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China.
| | - Wei Xiong
- Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, China. .,The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health and The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, Central South University, Changsha, Hunan, China. .,Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Disease Genome Research Center, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China.
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17
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Kumar M, Ernani V, Owonikoko TK. Biomarkers and targeted systemic therapies in advanced non-small cell lung cancer. Mol Aspects Med 2015; 45:55-66. [PMID: 26187108 DOI: 10.1016/j.mam.2015.06.009] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2015] [Accepted: 06/24/2015] [Indexed: 01/15/2023]
Abstract
The last decade has witnessed significant growth in therapeutic options for patients diagnosed with lung cancer. This is due in major part to our improved technological ability to interrogate the genomics of cancer cells, which has enabled the development of biologically rational anticancer agents. The recognition that lung cancer is not a single disease entity dates back many decades to the histological subclassification of malignant neoplasms of the lung into subcategories of small cell lung cancer (SCLC) and non-small cell lung cancer (NSCLC). While SCLC continues to be regarded as a single histologic and therapeutic category, the NSCLC subset has undergone additional subcategorizations with distinct management algorithms for specific histologic and molecular subtypes. The defining characteristics of these NSCLC subtypes have evolved into important tools for prognosis and for predicting the likelihood of benefit when patients are treated with anticancer agents.
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Affiliation(s)
- Mukesh Kumar
- Department of Hematology & Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Vinicius Ernani
- Department of Hematology & Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Taofeek K Owonikoko
- Department of Hematology & Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA.
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18
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Guérin A, Sasane M, Zhang J, Culver KW, Dea K, Nitulescu R, Wu EQ. Brain metastases in patients with ALK+ non-small cell lung cancer: clinical symptoms, treatment patterns and economic burden. J Med Econ 2015; 18:312-22. [PMID: 25565443 DOI: 10.3111/13696998.2014.1003644] [Citation(s) in RCA: 76] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVE Brain metastases (BM) are highly prevalent among anaplastic lymphoma kinase positive (ALK+) non-small cell lung cancer (NSCLC) patients; yet little is known about their real-world treatment patterns and clinical and economic burdens. This study aimed to describe these patients' treatment patterns, symptoms, and costs. RESEARCH DESIGN AND METHODS Retrospective study pooling data from three large administrative databases in the US (08/2011-06/2013). ALK+ NSCLC patients with BM and continuous enrollment for ≥ 60 days before and ≥ 30 days after the first observed BM diagnosis were identified by pharmacy records for crizotinib among patients with lung cancer and BM diagnostic codes. MAIN OUTCOME MEASURES Treatment patterns, symptoms, healthcare resource utilization, and costs, before and after BM diagnosis. RESULTS Of the 213 crizotinib patients with BM diagnoses meeting the selection criteria, 23.0% had BM prior to NSCLC diagnosis; 47.4% had BM prior to crizotinib initiation; 19.2% during crizotinib treatment; and 10.3% post-crizotinib treatment. For those diagnosed with BM after NSCLC diagnosis, the median time between the NSCLC and BM diagnoses was 88 days. Following the first observed BM diagnosis, 88.7% used chemotherapy, 63.4% had radiotherapy, and 31.9% had stereotactic radiosurgery. The prevalence of BM-related symptoms substantially increased post-BM-diagnosis: fatigue (from 15% to 39%), headaches (from 5% to 24%), and depression (from 5% to 15%). Monthly costs per patient averaged $5983 before the BM diagnosis and $22,645 after diagnosis. Patients' resource utilization increased significantly post-BM-diagnosis, with a 3-fold increase in OP visits and a 6-fold increase in IP stays. Post-BM-diagnosis costs were driven by pharmacy (42.0%), inpatient (29.6%), and outpatient costs (26.0%). LIMITATIONS The study sample was limited to crizotinib-treated patients. CONCLUSIONS Post-BM-diagnosis, patients experience high symptom burden. Post-BM-diagnosis, treatment is highly variable and costly: average monthly costs per patient almost quadrupled post-BM-diagnosis.
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19
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Conde E, Suárez-Gauthier A, Benito A, Garrido P, García-Campelo R, Biscuola M, Paz-Ares L, Hardisson D, de Castro J, Camacho MC, Rodriguez-Abreu D, Abdulkader I, Ramirez J, Reguart N, Salido M, Pijuán L, Arriola E, Sanz J, Folgueras V, Villanueva N, Gómez-Román J, Hidalgo M, López-Ríos F. Accurate identification of ALK positive lung carcinoma patients: novel FDA-cleared automated fluorescence in situ hybridization scanning system and ultrasensitive immunohistochemistry. PLoS One 2014; 9:e107200. [PMID: 25248157 PMCID: PMC4172507 DOI: 10.1371/journal.pone.0107200] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2014] [Accepted: 08/07/2014] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND Based on the excellent results of the clinical trials with ALK-inhibitors, the importance of accurately identifying ALK positive lung cancer has never been greater. However, there are increasing number of recent publications addressing discordances between FISH and IHC. The controversy is further fuelled by the different regulatory approvals. This situation prompted us to investigate two ALK IHC antibodies (using a novel ultrasensitive detection-amplification kit) and an automated ALK FISH scanning system (FDA-cleared) in a series of non-small cell lung cancer tumor samples. METHODS Forty-seven ALK FISH-positive and 56 ALK FISH-negative NSCLC samples were studied. All specimens were screened for ALK expression by two IHC antibodies (clone 5A4 from Novocastra and clone D5F3 from Ventana) and for ALK rearrangement by FISH (Vysis ALK FISH break-apart kit), which was automatically captured and scored by using Bioview's automated scanning system. RESULTS All positive cases with the IHC antibodies were FISH-positive. There was only one IHC-negative case with both antibodies which showed a FISH-positive result. The overall sensitivity and specificity of the IHC in comparison with FISH were 98% and 100%, respectively. CONCLUSIONS The specificity of these ultrasensitive IHC assays may obviate the need for FISH confirmation in positive IHC cases. However, the likelihood of false negative IHC results strengthens the case for FISH testing, at least in some situations.
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Affiliation(s)
- Esther Conde
- Laboratorio de Dianas Terapéuticas, Centro Integral Oncológico “Clara Campal”, Hospital Universitario Madrid Sanchinarro, Universidad San Pablo-CEU, Madrid, Spain
| | - Ana Suárez-Gauthier
- Laboratorio de Dianas Terapéuticas, Centro Integral Oncológico “Clara Campal”, Hospital Universitario Madrid Sanchinarro, Universidad San Pablo-CEU, Madrid, Spain
| | | | | | | | | | | | - David Hardisson
- IdiPAZ (Hospital La Paz Institute for Health Research), University Hospital La Paz, Faculty of Medicine, Autonomous University of Madrid, Madrid, Spain
| | - Javier de Castro
- IdiPAZ (Hospital La Paz Institute for Health Research), University Hospital La Paz, Faculty of Medicine, Autonomous University of Madrid, Madrid, Spain
| | | | | | - Ihab Abdulkader
- C.H.U. Santiago de Compostela, Santiago de Compostela, Spain
| | | | | | - Marta Salido
- Hospital del Mar-Parc de Salut Mar, Barcelona, Spain
| | - Lara Pijuán
- Hospital del Mar-Parc de Salut Mar, Barcelona, Spain
| | | | | | | | | | | | - Manuel Hidalgo
- Oncology Department, Centro Integral Oncológico “Clara Campal”, Hospital Universitario Madrid Sanchinarro, Universidad San Pablo-CEU, Madrid, Spain
| | - Fernando López-Ríos
- Laboratorio de Dianas Terapéuticas, Centro Integral Oncológico “Clara Campal”, Hospital Universitario Madrid Sanchinarro, Universidad San Pablo-CEU, Madrid, Spain
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20
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石 岳, 杨 向. [Driver genes and its clinical significance in non-small cell lung cancer]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2014; 17:481-6. [PMID: 24949689 PMCID: PMC6000100 DOI: 10.3779/j.issn.1009-3419.2014.06.08] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/22/2014] [Revised: 05/29/2014] [Indexed: 11/05/2022]
Abstract
With the development of molecular biology technology and the transforming patterns of drug research, guiding molecular targeted therapy according to the drive gene mutation spectrum in lung cancer has gradually become a reality. Definition of the mutation incidence and whether existing advantage population groups in non-small cell lung cancer (NSCLC) have important guiding significance in clinical practice. The purpose of this paper will draw a summary on the general characteristics, demographic features and clinical significance of driver genes in NSCLC.
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Affiliation(s)
- 岳泉 石
- 110001 沈阳,中国医科大学临床医学七年制Seven-Year System, Clinical Medicine, China Medical University, Shenyang 110001, China
| | - 向红 杨
- 110004 沈阳,中国医科大学附属盛京医院病理科Department of Pathology, Shengjing Hospital, China Medical University, Shenyang 110004, China
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21
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Gower A, Wang Y, Giaccone G. Oncogenic drivers, targeted therapies, and acquired resistance in non-small-cell lung cancer. J Mol Med (Berl) 2014; 92:697-707. [PMID: 24852181 DOI: 10.1007/s00109-014-1165-y] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2014] [Revised: 04/23/2014] [Accepted: 05/07/2014] [Indexed: 01/21/2023]
Abstract
In the past decade, a shift toward targeted therapies in non-small-cell lung cancer following molecular profiling has dramatically changed the way advanced adenocarcinoma is treated. However, tumor cells inevitably acquire resistance to such therapies, circumventing any sustained clinical benefit. As the genomic classification of lung cancer continues to evolve and as the mechanisms of acquired resistance to targeted therapies become elucidated and more improved target-specific drugs come into sight, the future will see more promising results from the clinic through the development of new therapeutic strategies to overcome, or prevent the development of, resistance for lung cancer patients.
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22
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Zhu X, Li H, Cao B, Liu C, Liang L, Wang Y, You J, Gao F, Ma X, Liu Y, Wang H, Zhang Y, Chen J, Zhang B. [The research of clinical pathological features of ALK positive lung cancer in 525 patients and the discussion of detection methods]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2014; 17:226-32. [PMID: 24667260 PMCID: PMC6019375 DOI: 10.3779/j.issn.1009-3419.2014.03.08] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
BACKGROUND The fusion (rearrangement) of anaplastic lymphoma kinase (ALK) gene has been identified as an import factor to the tumorigenesis and development of lung cancer. ALK tyrosine kinase inhibitors (ALK-TKIs) have been proved to have good effects to ALK positive lung cancers. The increasement of the relevance ratio of ALK will be very important to patients. The aim of this study is to investigate the clinical pathological features of ALK positive lung cancer, and the roles of immunohistochemistry (IHC) and fluorescence in situ hybridization (FISH) in screening and confirming the ALK positive cases in the testing flow of ALK. METHODS IHC analysis of ALK in tumor specimens was performed on 525 lung cancer patients. 34 cases among them were confirmed by FISH. RESULTS The positive incidence of ALK by IHC was 5.14% (27/525). The ALK positive patients were significantly younger than ALK negative patients (P<0.05), and femal was predominant (P<0.05). The proportion of solid predominant adenocarcinoma was significantly higher in ALK positive patients (P<0.05). While acinar and lepidic predominant adenocarcinoma were significantly lower in ALK positive patients (P<0.05). FISH was applied in 34 cases. The coincidence rate was increased with the increasement of positive intensity of IHC staining. All the IHC positive cases with or without EGFR mutation must be confirmed by FISH. CONCLUSIONS IHC is a reliable detection method to screening the ALK in lung cancer, and then enhance the relevance ration. To make a definite diagnosis of ALK positive lung cancer, FISH is a significant detection method.
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Affiliation(s)
- Xiang Zhu
- Department of Pathology, Peking University, Health Science Center/Peking University Third Hospital, Beijing 100191, China
| | - Hongwei Li
- Department of Pathology, Beijing Chui Yang Liu Hospital, Beijing 100022, China
| | - Baoshan Cao
- Department of Oncology and Radiation Sickness, Cancer Center, Peking University Third Hospital, Beijing 100191, China
| | - Chen Liu
- Department of Radiology, Peking University Third Hospital, Beijing 100191, China
| | - Li Liang
- Department of Oncology and Radiation Sickness, Cancer Center, Peking University Third Hospital, Beijing 100191, China
| | - Yuxiang Wang
- Department of Pathology, Peking University, Health Science Center/Peking University Third Hospital, Beijing 100191, China
| | - Jiangfeng You
- Department of Pathology, Peking University, Health Science Center/Peking University Third Hospital, Beijing 100191, China
| | - Fei Gao
- Gene Tech (Shanghai) Company Limited, Beijing 100053, China
| | - Xiaolong Ma
- Department of Pathology, Peking University, Health Science Center/Peking University Third Hospital, Beijing 100191, China
| | - Yan Liu
- Department of Pathology, Peking University, Health Science Center/Peking University Third Hospital, Beijing 100191, China
| | - Hua Wang
- Department of Pathology, Peking University, Health Science Center/Peking University Third Hospital, Beijing 100191, China
| | - Yan Zhang
- Department of Pathology, Peking University, Health Science Center/Peking University Third Hospital, Beijing 100191, China
| | - Jian Chen
- Department of Pathology, Peking University, Health Science Center/Peking University Third Hospital, Beijing 100191, China
| | - Bo Zhang
- Department of Pathology, Peking University, Health Science Center/Peking University Third Hospital, Beijing 100191, China
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