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Lin T, Tang X, Yang W, Yang H, Zhou Z, Chen Z, Zeng Y, Hong W, Ye M, Cai L, Liu D, Li M, Wen L. TP53 and EGFR amplification are negative predictors of overall survival in patients diagnosed with non-small cell lung cancer with brain metastases. Heliyon 2024; 10:e36532. [PMID: 39258211 PMCID: PMC11385771 DOI: 10.1016/j.heliyon.2024.e36532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Revised: 07/03/2024] [Accepted: 08/18/2024] [Indexed: 09/12/2024] Open
Abstract
Background The discovery of driver genes such as EGFR, KRAS, and ALK, has dramatically shifted treatment patterns in patients harboring these oncogenes. However, dissemination into the central nervous system (CNS) is a severe complication. In addition, the particular anatomical structure of the CNS has made it difficult to obtain tissue specimens from brain metastases (BM) to generate a gene map, as such, potential predictive markers for survival in patients with non-small cell lung cancer (NSCLC) and BM (NSCLC-BM) remain unclear. Methods Data from 28 patients diagnosed with NSCLC-BM between June 2019 and May 2021 at Guangdong Sanjiu Brain Hospital (Guangzhou, China), were reviewed. Targeted next-generation sequencing (NGS) of a 168 cancer-related gene panel was available for surgically resected brain tissues from all patients. In addition, molecular characteristics and overall survival (OS) were analyzed to determine potential predictive markers. Results Among patients with NSCLC-BM, NGS revealed that TP53 was the most frequent mutation (61 %), with a detection rate of 39 %, closely by EGFR amplification. Additionally, CDKN2A, MYC, LRP1B, and RNF43 were frequently observed (18 %). The median OS was significantly shorter in the TP53 mutation group than in the wildtype group (14 versus undefined months, p = 0.014). Similar results were also found in the genetic alteration of EGFR amplification, suggesting that EGFR amplification was associated with worse OS (14 vs. 24 months, p = 0.039). Interestingly, NGS revealed that gene alternations such as TP53, EGFR amplification, and CDKN2A, tended to coexist and such a co-alteration panel indicated worse clinical outcomes (median OS, 5 months). In addition, the detection rate of negative survival genes, including TP53 or EGFR amplification, was much higher in tumor tissues than in plasma samples, indicating the limited predictive value of matched PLA samples. Conclusions Gene signatures, such as TP53 or EGFR amplification, were associated with worse survival in patients diagnosed with NSCLC-BM. These valuable findings may shed light on new strategies for the prognostic assessment of specific patient groups.
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Affiliation(s)
- Tao Lin
- Department of Neurosurgery, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Xusheng Tang
- Department of Radiation Oncology, Shanghai GoBroad Cancer Hospital, Shanghai, China
| | - Wanli Yang
- The First Rehabilitation Hospital of Shanghai, Department of Medical Genetics, School of Medicine, Tongji University, Shanghai, China
| | - Hainan Yang
- Department of Critical Care Medicine, Seventh People's Hospital of Shanghai University of Traditional Chinese Medicine, 358 Datong Road, Pudong New District, Shanghai, 200137, China
| | - Zhaoming Zhou
- Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Zhijie Chen
- Department of Neurosurgery, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Yongqin Zeng
- Department of Neurosurgery, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Weiping Hong
- Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Minting Ye
- Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Linbo Cai
- Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Da Liu
- Department of Neurosurgery, Guangdong Sanjiu Brain Hospital, Guangzhou, China
| | - Minying Li
- Department of Radiation Oncology, Zhongshan People's Hospital, Zhongshan, China
| | - Lei Wen
- Department of Radiation Oncology, Zhujiang Hospital, Southern Medical University, 253 Gongye Dadao, Guangdong, 510280, Guangzhou, China
- Department of Oncology, Guangdong Sanjiu Brain Hospital, Guangzhou, China
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Zhao W, Zhou W, Rong L, Sun M, Lin X, Wang L, Wang S, Wang Y, Hui Z. Epidermal growth factor receptor mutations and brain metastases in non-small cell lung cancer. Front Oncol 2022; 12:912505. [PMID: 36457515 PMCID: PMC9707620 DOI: 10.3389/fonc.2022.912505] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 10/20/2022] [Indexed: 10/07/2023] Open
Abstract
Studies have revealed that non-small cell lung cancer (NSCLC) with epidermal growth factor receptor (EGFR) mutations has a high incidence of brain metastases (BMs). However, the association between EGFR mutations and BMs remains unknown. This review summarizes detailed information about the incidence of BMs, clinical and imaging characteristics of BMs, brain surveillance strategies, influence of treatments on BMs, prognosis after BMs, and differences in EGFR mutations between paired primary tumors and BMs in EGFR-mutated NSCLC. The prognostic results demonstrate that patients with mutated EGFR have a higher incidence of BMs, EGFR tyrosine kinase inhibitors (EGFR-TKIs) (afatinib and osimertinib) delay the development of BMs, and patients with mutated EGFR with synchronous or early BMs have better overall survival after BMs than those with wild-type EGFR. The EGFR mutation status of BM sites is not always in accordance with the primary tumors, which indicates that there is heterogeneity in EGFR gene status between paired primary tumors and BMs. However, the EGFR gene status of the primary site can largely represent that of BM sites. Among patients developing synchronous BMs, patients with mutated EGFR are less likely to have central nervous system (CNS) symptoms than patients with wild-type EGFR. However, the possibility of neuro-symptoms is high in patients with metachronous BMs. Patients with mutated EGFR tend to have multiple BMs as compared to patients with wild-type EGFR. Regarding very early-stage NSCLC patients without neuro-symptoms, regular neuroimaging follow-up is not recommended. Among advanced NSCLC patients with EGFR mutation, liberal brain imaging follow-up in the first several years showed more advantages in terms of cost.
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Affiliation(s)
- Wei Zhao
- Department of Radiation Oncology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, China
| | - Wei Zhou
- Department of Radiation Oncology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, China
| | - Li Rong
- Department of Gastroenterology, Bishan Hospital of Chongqing medical university/Bishan Hospital of Chongqing, Chongqing, China
| | - Mao Sun
- Department of Radiation Oncology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, China
| | - Xing Lin
- Department of Radiation Oncology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, China
| | - Lulu Wang
- Department of Radiation Oncology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, China
| | - Shiqiang Wang
- Department of Neurosurgery, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, China
| | - Ying Wang
- Department of Radiation Oncology, Chongqing University Cancer Hospital and Chongqing Cancer Institute and Chongqing Cancer Hospital, Chongqing, China
| | - Zhouguang Hui
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Department of VIP Medical Services, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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Molecular Profiles of Brain Metastases: A Focus on Heterogeneity. Cancers (Basel) 2021; 13:cancers13112645. [PMID: 34071176 PMCID: PMC8198739 DOI: 10.3390/cancers13112645] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2021] [Revised: 05/24/2021] [Accepted: 05/25/2021] [Indexed: 12/17/2022] Open
Abstract
Simple Summary Precision cancer medicine depends on the characterization of tumor samples, usually by a single-tumor biopsy, to administer an optimal therapeutic. However, primary tumors and their metastases are often heterogeneous. A metastatic lesion may harbor a completely different genetic makeup to that of its parent tumor, and a single tumor sampling may be ineffective in selecting the most efficient therapy. Brain metastases, due to their low availability and specific microenvironment, pose a particular challenge for precision medicine. In this review, we highlight the genetic landscape of brain metastases, with a particular focus on their heterogeneity. To illustrate this problem, we present phenotypic alterations in brain metastases originating from lung cancer, breast cancer, and melanoma. This article may help clinicians better understand alterations in brain metastases and the relevance of their heterogeneity. Abstract Brain metastasis is a common and devastating clinical entity. Intratumor heterogeneity in brain metastases poses a crucial challenge to precision medicine. However, advances in next-generation sequencing, new insight into the pathophysiology of driver mutations, and the creation of novel tumor models have allowed us to gain better insight into the genetic landscapes of brain metastases, their temporal evolution, and their response to various treatments. A plethora of genomic studies have identified the heterogeneous clonal landscape of tumors and, at the same time, introduced potential targets for precision medicine. As an example, we present phenotypic alterations in brain metastases originating from three malignancies with the highest brain metastasis frequency: lung cancer, breast cancer, and melanoma. We discuss the barriers to precision medicine, tumor heterogeneity, the significance of blood-based biomarkers in tracking clonal evolution, the phylogenetic relationship between primary and metastatic tumors, blood–brain barrier heterogeneity, and limitations to ongoing research.
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Chen X, Bu Q, Yan X, Li Y, Yu Q, Zheng H, Zhao L, Zeng Y, Lu L, Lan D, Ma J. Genomic Mutations of Primary and Metastatic Lung Adenocarcinoma in Chinese Patients. JOURNAL OF ONCOLOGY 2020; 2020:6615575. [PMID: 33488709 PMCID: PMC7787720 DOI: 10.1155/2020/6615575] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Revised: 11/19/2020] [Accepted: 11/23/2020] [Indexed: 12/13/2022]
Abstract
Lung cancer is still the leading cause of cancer-related death worldwide. Of lung cancer, lung adenocarcinoma (LUAD) is the most common subtype. Most patients with LUAD would develop into metastasis, which limits the available treatment. Targeted therapy and immunotherapy provided options for those advanced patients. But they also broached up challenges to identify the appropriate patients. This study aims to reveal the landscapes of genomic mutations in primary and metastatic LUAD and their actionability. This study enrolled 636 patients with LUAD, of whom 85 and 551 were from patients with and without metastasis, respectively. Next-generation sequencing technology was used to retrieve their genomic information. Genomic mutations including short nucleotide variation, long variation, copy number variations, and fusions were called. The corresponding actionability was revealed. A comparison of genomic mutations and actionability between primary and metastatic LUAD was performed. In primary tumors, BRCA2 and FAT3 were significantly mutated in older patients; while in metastases, ALK and NOTCH2 were significantly mutated in younger patients. Primary tumors in male patients were significantly mutated in LRP1B and KRAS. Compared to primary tumors, metastases harbored less short nucleotide variations but more copy number variations and fusions. In metastases, chromosome 1 and chromosome 9 had less short nucleotide variations and more CNV than in primary tumors. Genomic variations of activated dendritic cells were more frequently mutated in metastases. EGFR genomic variations were negatively associated with PD-L1 and TMB. Patients with EGFR inhibitor treatment tend to have lower PD-L1 expression. The revealed discrepancy between primary and metastatic lung cancer could help guide the treatment strategies and the development of novel drugs.
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Affiliation(s)
- Xinyu Chen
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Qing Bu
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xuexin Yan
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Ye Li
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Qian Yu
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Haiping Zheng
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Liang Zhao
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | | | | | - Dong Lan
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Jie Ma
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
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Li L, Liu Z, Han R, Li L, Wang M, Huang D, He Y. Genetic Heterogeneity Between Paired Primary and Brain Metastases in Lung Adenocarcinoma. CLINICAL MEDICINE INSIGHTS-ONCOLOGY 2020; 14:1179554920947335. [PMID: 32922114 PMCID: PMC7450461 DOI: 10.1177/1179554920947335] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 07/15/2020] [Indexed: 12/11/2022]
Abstract
Purpose: About one-third of nonsmall cell lung cancer (NSCLC) patients develop brain
metastases (BM). However, there is an unmet need for early diagnosis and
treatment of BM. The precise mechanism for BM is still unknown. However, the
genetic heterogeneity between primary tumor and paired BM indicates that
sampling from the primary tumor may not be able to fully represent the
mutational status in metastases. In this study, the genetic heterogeneity of
primary lung adenocarcinoma and paired BM was analyzed. Patients and methods: A total of 11 paired samples of primary tumors and BM from lung cancer
patients were included, in which 7 paired samples of patients were finally
analyzed. Samples were sequenced by whole-exome sequencing (WES) to
investigate the common and unique mutations in the primary tumors and BM,
and the similarities and differences in copy number variation (CNV). Results: The consistency of gene mutation between primary lung adenocarcinoma and
paired BM was 33% to 86%. FAM129C and ADAMTSs specifically mutated in BM,
along with NKX2-1 high amplification and SAMD2/4 copy number deletion. Conclusion: The consistency of gene mutation between primary lung adenocarcinoma and
corresponding BM is relatively high, while the individual differences were
significant. FAM129C and ADAMTSs mutations and high amplification of NKX2-1
may be related to BM of lung cancer. The loss of copy number of SAMD2/4 may
be a potential therapeutic target for BM from lung adenocarcinoma.
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Affiliation(s)
- Li Li
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, P.R. China
| | - Zhulin Liu
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, P.R. China
| | - Rui Han
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, P.R. China
| | - Lin Li
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, P.R. China
| | - Mengyao Wang
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, P.R. China
| | - Depei Huang
- The Medical Department, 3D Medicines Inc., Shanghai, P.R. China
| | - Yong He
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, P.R. China
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Chen L, Chen M, Lin J, Chen X, Yu X, Chen Z, Jin L. Identifying a wide range of actionable variants using capture-based ultra-deep targeted sequencing in treatment-naive patients with primary lung adenocarcinoma. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2020; 13:525-535. [PMID: 32269691 PMCID: PMC7137022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Accepted: 02/07/2020] [Indexed: 06/11/2023]
Abstract
Precision medicine requires accurate multi-gene clinical diagnostics. In current clinical practice, the minimum confidence threshold for variant calling of targeted next-generation sequencing (NGS) on surgical specimens is set to 2%-5%. However, few studies have been conducted to identify a wide range of actionable variants using capture-based ultra-deep targeted sequencing, which has limit of detection (LOD) of 1%. The AmoyDx® Essential NGS panel for capture-based ultra-deep targeted sequencing (dual-indexed sequencing adapters with UMIs) was performed on 372 surgical specimens obtained from treatment-naive patients with primary lung adenocarcinoma, to detect actionable somatic driver mutations associated with each patient. Single-nucleotide variants, insertion/deletion events, and rearrangements were reported. Amplification-refractory mutation system (ARMS) assay and fluorescence in situ hybridization (FISH) were performed for the validation of hotspot mutations in EGFR and ALK, ROS1, and RET fusions. Potentially actionable variants were identified in 80.5% (352/437) of the nonsynonymous variants that were able to be sequenced, and were most commonly found in EGFR mutations (59.7%, 261/437), followed by KRAS mutations (5.5%, 24/437), PIK3CA mutations (3.7%, 16/437), ALK rearrangements (3.4%, 15/437), BRAF mutations (2.7%, 12/437), ERBB2 mutations (2.5%, 11/437), and RET rearrangements (2.3%, 10/437). A total of 7.2% (28/372) of the samples had multiple actionable mutations. Among the 93 triple-negative cases, which did not harbor mutations in EGFR, KRAS, or BRAF, gene fusions were detected in 26 cases (28%). Of the 328 samples, concordance of EGFR between the ARMS assay and NGS was observed in 318 samples (97.0%), and among 32 samples, concordance between ARMS/FISH test and NGS for ALK/ROS1/RET fusion genes was observed in 30 samples (93.8%). Here, we demonstrated that the capture-based ultra-deep targeted sequencing method, which has a LOD of 1% to profile a wide range of actionable variants in surgical specimens of treatment-naive lung adenocarcinoma patients, highlights the need for treatment-naive patients to undergo genomic profiling.
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Affiliation(s)
- Lingfeng Chen
- Shengli Clinical Medical College, Fujian Medical UniversityFuzhou, Fujian Province, China
- Department of Pathology, Fujian Provincial HospitalFuzhou, Fujian Province, China
| | - Minyan Chen
- Department of Breast Surgery, Fujian Medical University Union HospitalFuzhou, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union HospitalFuzhou, Fujian Province, China
| | - Jie Lin
- Shengli Clinical Medical College, Fujian Medical UniversityFuzhou, Fujian Province, China
- Department of Pathology, Fujian Provincial HospitalFuzhou, Fujian Province, China
| | - Xiaoyan Chen
- Shengli Clinical Medical College, Fujian Medical UniversityFuzhou, Fujian Province, China
- Department of Pathology, Fujian Provincial HospitalFuzhou, Fujian Province, China
| | - Xunbin Yu
- Shengli Clinical Medical College, Fujian Medical UniversityFuzhou, Fujian Province, China
- Department of Pathology, Fujian Provincial HospitalFuzhou, Fujian Province, China
| | - Zhizhong Chen
- Shengli Clinical Medical College, Fujian Medical UniversityFuzhou, Fujian Province, China
- Department of Pathology, Fujian Provincial HospitalFuzhou, Fujian Province, China
| | - Long Jin
- Shengli Clinical Medical College, Fujian Medical UniversityFuzhou, Fujian Province, China
- Department of Pathology, Fujian Provincial HospitalFuzhou, Fujian Province, China
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Effects of single-nucleotide polymorphisms in the mTORC1 pathway on the risk of brain metastasis in patients with non-small cell lung cancer. J Cancer Res Clin Oncol 2019; 146:273-285. [PMID: 31641854 PMCID: PMC6942024 DOI: 10.1007/s00432-019-03059-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Accepted: 10/16/2019] [Indexed: 01/14/2023]
Abstract
Purpose The mammalian target of rapamycin complex 1 (mTORC1) signaling pathway plays a vital role in cancer development and progression. This study aimed to investigate the relationship between genotype variants in mTORC1 pathway and the risk of brain metastasis (BM) in patients with non-small cell lung cancer (NSCLC). Methods We extracted genomic DNA from blood samples of 501 NSCLC patients and genotyped eight single-nucleotide polymorphisms (SNPs) in three core genes [mammalian target of rapamycin (mTOR), mammalian lethal with sec-13 protein 8 (mLST8) and regulatory-associated protein of mTOR (RPTOR)] of the mTORC1 pathway. The associations between these SNPs and the risk of BM development were assessed. Results The AG/GG genotype of mLST8:rs26865 and TC/CC genotype of mLST8:rs3160 were associated with an increased risk of BM [hazard ratios (HR) 2.938, 95% confidence interval (CI) 1.664–5.189, p < 0.001 and HR = 2.490, 95% CI = 1.543–4.016, p < 0.001, respectively]. These risk polymorphisms had a cumulative effect on BM risk, with two risk genotypes exhibiting the highest increased risk (p < 0.001). Furthermore, these risk SNPs were associated with the lymph node metastasis (N2/3), body mass index (BMI) (≥ 25 kg/m2), high level of squamous cell carcinoma (SCC) antigen and Ki-67 proliferation index. Moreover, patients with AG/GG genotype of mLST8:rs26865 had significantly lower median overall survival than those with AA genotype (12.1 months versus 21.6 months, p = 0.04). Conclusions Our results indicate that polymorphisms in mTORC1 pathway were significantly associated with increased risk of BM and may be valuable biomarkers to identify NSCLC patients with a high risk of BM. Electronic supplementary material The online version of this article (10.1007/s00432-019-03059-y) contains supplementary material, which is available to authorized users.
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